Skip to content

bjy12/MICCAI-OpenSourcePapers

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

59 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

MICCAI 2023 Open-Source Papers

wordcloud23

MICCAI 2023 PROCEEDINGS

Please feel free to pull requests for the unlisted open-source papers.

Title FirstAuthor Code
3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images Alina F. Dima code
3D Dental Mesh Segmentation Using Semantics-Based Feature Learning with Graph-Transformer Fan Duan code
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks Heng Cai code
3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers Omkar Thawakar code
A denoised Mean Teacher for domain adaptive point cloud registration Alexander Bigalke code
A flexible framework for simulating and evaluating biases in deep learning-based medical image analysis Emma A.M. Stanley code
A Model-Agnostic Framework for Universal Anomaly Detection of Multi-Organ and Multi-Modal Images Yinghao Zhang code
A Motion Transformer for Single Particle Tracking in Fluorescence Microscopy Images Yudong Zhang code
A Multi-Task Method for Immunofixation Electrophoresis Image Classification Yi Shi code
A Multi-Task Network for Anatomy Identification in Endoscopic Pituitary Surgery Adrito Das code
A Patient-Specific Self-supervised Model for Automatic X-ray/CT Registration Baochang Zhang code
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications Matteo Pennisi code
A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging Zheyao Gao code
A Sheaf Theoretic Perspective for Robust Prostate Segmentation Ainkaran Santhirasekaram code
A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in Videos Chao Qin code
A Transfer Learning Approach to Localise a Deep Brain Stimulation Target Ying-Qiu Zheng code
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants Shaotong Zhu code
A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation Zirui Wang code
ACC-UNet: A Completely Convolutional UNet model for the 2020s Nabil Ibtehaz code
Accurate multi-contrast MRI super-resolution via a dual cross-attention transformer network Shoujin Huang code
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Chenyu You code
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases Wentao Zhang code
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation Muhammad Asad code
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation Jingna Qiu code
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs Fangda Li code
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography Xiao Ma code
Adult-like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation Jiameng Liu code
AirwayFormer: Structure-Aware Boundary-Adaptive Transformers for Airway Anatomical Labeling Weihao Yu code
Alias-Free Co-Modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song code
ALL-IN: A Local GLobal Graph-based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk Assessment Puria Azadi code
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor Yu-Jen Chen code
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment Parmida Ghahremani code
An Anti-Biased TBSRTC-Category Aware Nuclei Segmentation Framework with A Multi-Label Thyroid Cytology Benchmark Junchao Zhu code
An automated pipeline for quantitative T2* fetal body MRI and segmentation at low field Kelly Payette code
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis Luyi Han code
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment Favour Nerrise code
An Unsupervised Multispectral Image Registration Network for Skin Diseases Songhui Diao code
Anatomical Landmark Detection Using a Multiresolution Learning Approach with a Hybrid Transformer-CNN Model Thanaporn Viriyasaranon code
Anatomy-Driven Pathology Detection on Chest X-rays Philip M¨¹ller code
Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection Balint Kovacs code
Aneurysm Pose Estimation with Deep Learning Youssef Assis code
AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography Ruisheng Su code
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Tomer Amit code
Ariadne¡®s Thread: Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Yi Zhong code
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models Yuhao Du code
Artifact Restoration in Histology Images with Diffusion Probabilistic Models Zhenqi He code
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising Zhihao Chen code
Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation Thierry Judge code
Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer’s Disease using Multimodal Imaging Genetics Rong Zhou code
atTRACTive: Semi-automatic white matter tract segmentation using active learning Robin Peretzke code
Automatic Bleeding Risk Rating System of Gastric Varices Yicheng Jiang code
Automatic Retrieval of Corresponding US Views in Longitudinal Examinations Hamideh Kerdegari code
Automatic Segmentation of Internal Tooth Structure from CBCT Images using Hierarchical Deep Learning SaeHyun Kim code
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen code
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding Zijian Dong code
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data Kai Ye code
Boosting Breast Ultrasound Video Classification by the Guidance of Keyframe Feature Centers Anlan Sun code
Boundary Difference Over Union Loss For Medical Image Segmentation Fan Sun code
Boundary-weighted logit consistency improves calibration of segmentation networks Neerav Karani code
Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRI Lintao Zhang code
BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network Analysis Pengshuai Zhang code
Bridging ex-vivo training and intra-operative deployment for surgical margin assessment with Evidential Graph Transformer Amoon Jamzad code
Can point cloud networks learn statistical shape models of anatomies? Jadie Adams code
CARL: Cross-aligned Representation Learning for Multi-view Lung Cancer Histology Classification Yin Luo code
CAS-Net: Cross-view Aligned Segmentation by Graph Representation of Knees Zixu Zhuang code
CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery Long Bai code
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? Jiahao Huang code
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Zhenrong Shen code
Centroid-aware feature recalibration for cancer grading in pathology images Jaeung Lee code
Certification of Deep Learning Models for Medical Image Segmentation Othmane Laousy code
Chest X-ray Image Classification: A Causal Perspective Weizhi Nie code
CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AI Jameson Merkow code
CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention Hengxu Zhang code
CL-ADDA: Contrastive Learning with Amplitude-Driven Data Augmentation for fMRI-Based Individualized Predictions Jiangcong Liu code
Class-Aware Feature Alignment for Domain Adaptative Mitochondria Segmentation Dan Yin code
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging Meirui Jiang code
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation Yicheng Wu code
Co-assistant Networks for Label Correction Xuan Chen code
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis Lan Jiang code
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration Yang Liu code
Collaborative modality generation and tissue segmentation for early-developing macaque brain MR images Xueyang Wu code
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Han Liu code
Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation Li Pan code
Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning Bingzhi Chen code
Community-Aware Transformer for Autism Prediction in fMRI Connectome Anushree Bannadabhavi code
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation Xinrong Hu code
Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction Qiang Ma code
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Qingyue Wei code
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Zheang Huai code
Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction Zeyu Han code
Contrastive Feature Decoupling for Weakly-supervised Disease Detection Jhih-Ciang Wu code
Contrastive Masked Image-Text Modeling for Medical Visual Representation Learning Cheng Chen code
ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Xian Lin code
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations Silvia D. Almeida code
Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation Shengbo Gao code
CorSegRec: A Topology-Preserving Scheme for Extracting Fully-Connected Coronary Arteries from CT Angiography Yuehui Qiu code
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph Richard McKinley code
COVID-19 Pneumonia Classification with Transformer from Incomplete Modalities Eduard Lloret Carbonell code
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Thanh Nguyen-Duc code
Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos Jay N. Paranjape code
Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Amandeep Kumar code
CT Kernel Conversion Using Multi-Domain Image-to-Image Translation with Generator-Guided Contrastive Learning Changyong Choi code
CTFlow: Mitigating Effects of Computed Tomography Acquisition and Reconstruction with Normalizing Flows Leihao Wei code
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training Kihyun You code
CycleSTTN: A Learning-Based Temporal Model for Specular Augmentation in Endoscopy Rema Daher code
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation Shengcong Chen code
DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs Gianpaolo Bontempo code
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models Mitchell Pavlak code
DBTrans: A Dual-Branch Vision Transformer for Multi-modal Brain Tumor Segmentation Xinyi Zeng code
Decoupled Consistency for Semi-supervised Medical Image Segmentation Faquan Chen code
DeDA: Deep Directed Accumulator Hang Zhang code
Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning Martin Huber code
Deep Learning for Tumor-associated Stroma Identification in Prostate Histopathology Slides Zichen Wang code
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy Kai Packh?user code
Deep Mutual Distillation for Semi-Supervised Medical Image Segmentation Yushan Xie code
Deep unsupervised clustering for conditional identification of subgroups within a digital pathology image set Mariia Sidulova code
DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics Md Asadullah Turja code
DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG Data Deeksha M. Shama code
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning Ruining Deng code
Deployment of Image Analysis Algorithms under Prevalence Shifts Patrick Godau code
Detecting the Sensing Area of A Laparoscopic Probe in Minimally Invasive Cancer Surgery Baoru Huang code
Detection-free Pipeline for Cervical Cancer Screening of Whole Slide Images Maosong Cao code
Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images Meiyu Li code
Development and Fast Transferring of General Connectivity-based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-learner Yuxiao Liu code
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Shishuai Hu code
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Haonan Wang code
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Zifu Wang code
DiffDP: Radiotherapy Dose Prediction via a Diffusion Model Zhenghao Feng code
Differentiable Beamforming for Ultrasound Autofocusing Walter Simson code
DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification Yijun Yang code
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyun-Jic Oh code
DiffULD: Diffusive Universal Lesion Detection Peiang Zhao code
Diffusion Kinetic Model for Breast Cancer Segmentation in Incomplete DCE-MRI Tianxu Lv code
Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays Ibrahim Ethem Hamamci code
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration Matteo Ronchetti code
DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning Xin Wang code
DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast MRI Super-Resolution Ye Mao code
Distilling BlackBox to Interpretable models for Efficient Transfer Learning Shantanu Ghosh code
Distributionally Robust Image Classifiers for Stroke Diagnosis in Accelerated MRI Boran Hao code
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction Xiaoxiao He code
Do we really need that skip-connection? Understanding its interplay with task complexity Amith Kamath code
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Negin Ghamsarian code
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI Henry F. J. Tregidgo code
Dose Guidance for Radiotherapy-oriented Deep Learning Segmentation Elias R¨¹fenacht code
DRMC: A Generalist Model with Dynamic Routing for Multi-Center PET Image Synthesis Zhiwen Yang code
Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI Jiamiao Zhang code
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos Divyanshu Mishra code
Dual Domain Motion Artifacts Correction for MR Imaging Under Guidance of K-space Uncertainty Jiazhen Wang code
Dynamic Curriculum Learning via In-Domain Uncertainty for Medical Image Classification Chaoyi Li code
Dynamic Graph Neural Representation Based Multi-modal Fusion Model for Cognitive Outcome Prediction in Stroke Cases Shuting Liu code
Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN using T1-MRI Yilin Leng code
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms Masoud Mokhtari code
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification Yilan Zhang code
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation Md Abdul Kadir code
EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness Haolin Yuan code
Efficient Subclass Segmentation in Medical Images Linrui Dai code
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jiacheng Ruan code
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation Maximilian Rohleder code
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Aditya Murali code
EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos Ruyi Zha code
EoFormer: Edge-oriented Transformer for Brain Tumor Segmentation Dong She code
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Siyuan Yan code
Estimated time to surgical procedure completion: An exploration of video analysis methods Barak Ariel code
Evidence Reconciled Neural Network for Out-of-Distribution Detection in Medical Images Wei Fu code
Evolutionary normalization optimization boosts semantic segmentation network performance Luisa Neubig code
Explainable Image Classification with Improved Trustworthiness for Tissue Characterisation Alfie Roddan code
Exploring Brain Function-Structure Connectome Skeleton via Self-Supervised Graph-Transformer Approach Yanqing Kang code
Exploring Unsupervised Cell Recognition with Prior Self-activation Maps Pingyi Chen code
Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen Chong Wang code
Factor Space and Spectrum for Medical Hyperspectral Image Segmentation Boxiang Yun code
FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification Zikang Xu code
Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs Thomas Pinetz code
Fast Reconstruction for Deep Learning PET Head Motion Correction Tianyi Zeng code
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis Hadrien Reynaud code
FEDD - Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification He?ctor Carrio?n code
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification Nannan Wu code
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation Minghui Chen code
FE-STGNN: Spatio-Temporal Graph Neural Network with Functional and Effective Connectivity Fusion for MCI Diagnosis Dongdong Chen code
FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling Faris Almalik code
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Yazhou Zhu code
Fine-grained Hand Bone Segmentation via Adaptive Multi-dimensional Convolutional Network and Anatomy-constraint Loss Bolun Zeng code
Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning Chen Shen code
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train Zhao Wang code
FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction Chenglong Ma code
Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Asif Hanif code
Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Heng Li code
From Mesh Completion to AI Designed Crown Golriz Hosseinimanesh code
FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images Yi Qin code
Fully Bayesian VIB-DeepSSM Jadie Adams code
Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images Lehan Wang code
Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization Amine Amyar code
Gall Bladder Cancer Detection from US Images with Only Image Level Labels Soumen Basu code
Gene-induced Multimodal Pre-training for Image-omic Classification Ting Jin code
Geometry-adaptive Network for Robust Detection of Placenta Accreta Spectrum Disorders Zailiang Chen code
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation Ziyang Zheng code
GLSFormer : Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos Nisarg A. Shah code
GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging Ruipeng Zhang code
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration Haoran Dou code
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images Zdravko Marinov code
H2GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment Zhibin He code
HACL-Net: Hierarchical Attention and Contrastive Learning Network for MRI-Based Placenta Accreta Spectrum Diagnosis Mingxuan Lu code
HC-Net: Hybrid Classification Network for Automatic Periodontal Disease Diagnosis Lanzhuju Mei code
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi code
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images Wenqi Zhou code
Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images Amarachi B. Mbakwe code
High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights Yuna Kato code
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers Marek Wodzinski code
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis Ziyu Guo code
Histopathology Image Classification using Deep Manifold Contrastive Learning Jing Wei Tan code
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers? Gregory Holste code
How Reliable are the Metrics Used for Assessing Reliability in Medical Imaging? Mayank Gupta code
IIB-MIL: Integrated instance-level and bag-level multiple instances learning with label disambiguation for pathological image analysis Qin Ren code
Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts Chenyu You code
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain Michal Byra code
Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction Jaejin Cho code
Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function Shijia Zhou code
Incomplete Multimodal Learning for Visual Acuity Prediction after Cataract Surgery Using Masked Self-Attention Qian Zhou code
Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Lian Liu code
Interpretable Medical Image Classification using Prototype Learning and Privileged Information Luisa Gall¨¦e code
Intraoperative CT augmentation for needle-based liver interventions Sidaty El hadramy code
Inverse Consistency by Construction for Multistep Deep Registration Hastings Greer code
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model Jueqi Wang code
Ischemic stroke segmentation from a cross-domain representation in multimodal diffusion studies Santiago G¨®mez code
Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification Hongyi Wang code
Joint Dense-Point Representation for Contour-Aware Graph Segmentation Kit Mills Bransby code
Joint optimization of a ¦Â-VAE for ECG task-specific feature extraction Viktor van der Valk code
Joint Segmentation and Sub-Pixel Localization in Structured Light Laryngoscopy Jann-Ole Henningson code
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen code
Label-preserving Data Augmentation in Latent Space for Diabetic Retinopathy Recognition Zhihao Zhao code
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms Ege ?zsoy code
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection Reza Azad code
Learnable Query Initialization for Surgical Instrument Instance Segmentation Rohan Raju Dhanakshirur code
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis Dongdong Chen code
Learned Alternating Minimization Algorithm for Dual-Domain Sparse-View CT Reconstruction Chi Ding code
Learning Asynchronous Common and Individual Functional Brain Network for AD Diagnosis Xiang Tang code
Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction Yiqun Lin code
Learning Expected Appearances for Intraoperative Registration during Neurosurgery Nazim Haouchine code
Learning Ontology-based Hierarchical Structural Relationship for Whole Brain Segmentation Junyan Lyu code
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation Nilesh Kumar code
Learning with Domain-Knowledge for Generalizable Prediction of Alzheimer’s Disease from Multi-Site Structural MRI Yanjie Zhou code
Learning with Synthesized Data for Generalizable Lesion Detection in Real PET Images Xinyi Yang code
Lesion-aware Contrastive Learning for Diabetic Retinopathy Diagnosis Shuai Cheng code
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion Long Bai code
Localized Questions in Medical Visual Question Answering Sergio Tascon-Morales code
Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification Thomas Z. Li code
LOTUS: Learning to Optimize Task-based US representations Yordanka Velikova code
Low-dose CT image super-resolution network with dual-guidance feature distillation and dual-path content communication Jianning Chi code
LSOR: Longitudinally-Consistent Self-Organized Representation Learning Jiahong Ouyang code
LUCYD: A Feature-Driven Richardson-Lucy Deconvolution Network Tom¨¢? Chobola code
Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging Ke Xiao code
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks Matthew Baugh code
Masked Frequency Consistency for Domain-Adaptive Semantic Segmentation of Laparoscopic Images Xinkai Zhao code
Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering Pengfei Li code
Maximum Entropy on Erroneous Predictions: Improving model calibration for medical image segmentation Agostina J. Larrazabal code
Maximum-entropy estimation of joint relaxation-diffusion distribution using multi-TE diffusion MRI Lipeng Ning code
MDA-SR: Multi-level Domain Adaptation Super-Resolution for Wireless Capsule Endoscopy Images Tianbao Liu code
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets Siyi Du code
Medical Boundary Diffusion Model for Skin Lesion Segmentation Jiacheng Wang code
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy code
MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images Hong Wang code
Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer Mingyuan Meng code
Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy Krithika Iyer code
MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging Yixiong Chen [code](https://github.com/jannisborn/covid19 ultrasound)
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Che Liu code
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision Malo Alefsen code
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion Detection Haojun Yu code
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Yuan Bi code
Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping Kazuya Nishimura code
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis Michael Gadermayr code
MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI Weitong Zhang code
Modeling Alzheimers' Disease Progression from Multi-task and Self-supervised Learning Perspective with Brain Networks Wei Liang code
ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer Haiqiao Wang code
ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from cine CMR with Improved Accuracy and Efficiency Yu Deng code
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping Qixiang Zhang code
Motion Compensated Unsupervised Deep Learning for 5D MRI Joseph Kettelkamp code
MPBD-LSTM: A Predictive Model For Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans Xueyang Li code
MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities Boqi Chen code
MulHiST: Multiple Histological Staining for Thick Biological Samples via Unsupervised Image-to-Image Translation Lulin Shi code
Multi-Head Multi-Loss Model Calibration Adrian Galdran code
Multimodal brain age estimation using interpretable adaptive population-graph learning Kyriaki-Margarita Bintsi code
Multimodal Deep Fusion in Hyperbolic Space for Mild Cognitive Impairment Study Lu Zhang code
Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities Ana Lawry Aguila code
Multi-modality contrastive learning for sarcopenia screening from hip X-rays and clinical information Qiangguo Jin code
Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection Aofan Jiang code
Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image based Cancer Survival Prediction Wentai Hou code
Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation Yuhui Song code
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation Constantin Ulrich code
Multi-Target Domain Adaptation with Prompt Learning for Medical Image Segmentation Yili Lin code
Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-temporal Correspondence Wenda Li code
Multi-View Vertebra Localization and Identification from CT Images Han Wu code
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models Aman Shrivastava code
Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues Chen Yang code
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing Xinzi He code
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants Chenyu Xue code
NISF: Neural Implicit Segmentation Functions Nil Stolt-Ans¨® code
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration Mingyuan Meng code
On the Relevance of Temporal Features for Medical Ultrasound Video Recognition D. Hudson Smith code
One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation Myeongkyun Kang code
One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification Xiangyu Zhao code
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models Tom van Sonsbeek code
Optimizing the 3D Plate Shape for Proximal Humerus Fractures Marilyn Keller code
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning Zheng Zhang code
Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction Kexin Ding code
PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction Eyal Hanania code
Pelphix: Surgical Phase Recognition from X-ray Images in Percutaneous Pelvic Fixation Benjamin D. Killeen code
Pelvic Fracture Reduction Planning Based on Morphable Models and Structural Constraints Sutuke Yibulayimu code
Pelvic Fracture Segmentation Using a Multi-scale Distance-weighted Neural Network Yanzhen Liu code
Physics-based Decoding Improves Magnetic Resonance Fingerprinting Juyeon Heo code
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T Junaid R. Rajput code
Physics-Informed Neural Networks for Tissue Elasticity Reconstruction in Magnetic Resonance Elastography Matthew Ragoza code
Pick and Trace: Instance Segmentation for Filamentous Objects with a Recurrent Neural Network Yi Liu code
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation Yuncheng Yang code
PIViT: Large Deformation Image Registration with Pyramid-Iterative Vision Transformer Tai Ma code
PLD-AL: Pseudo-Label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound Images Yucheng Tang code
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents Weixiong Lin code
Point Cloud Diffusion Models for Automatic Implant Generation Paul Friedrich code
Polar-Net: A Clinical-Friendly Model for Alzheimer¡¯s Disease Detection in OCTA Images Shouyue Liu code
Position-aware masked autoencoder for histopathology WSI representation learning Kun Wu code
Pre-trained Diffusion Models for Plug-and-Play Medical Image Enhancement Jun Ma code
Privacy-preserving Early Detection of Epileptic Seizures in Videos Deval Mehta code
Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation Tianyi Ling code
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening Jiangdong Cai code
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning Jingwei Zhang code
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography Hooman Vaseli code
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning Zehua Ren code
QCResUNet: Joint Subject-level and Voxel-level Prediction of Segmentation Quality Peijie Qiu code
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes Weihang Dai code
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting Chantal Pellegrini code
RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization Tao Chen code
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection Ming Kang code
Realistic endoscopic illumination modeling for NeRF-based data generation Dimitrios Psychogyios code
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation Beilei Cui code
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras Mykhaylo Zayats code
Regressing Simulation to Real: Unsupervised Domain Adaptation for Automated Quality Assessment in Transoesophageal Echocardiography Jialang Xu code
Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis Thijs P. Kuipers code
Relaxation-Diffusion Spectrum Imaging for Probing Tissue Microarchitecture Ye Wu code
Reliable Multimodality Eye Disease Screening via Mixture of Student’s t Distributions Ke Zou code
Representation, Alignment, Fusion: A Generic Transformer-based Framework for Multi-modal Glaucoma Recognition You Zhou code
Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data Pramit Saha code
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models Frederik Pahde code
Revealing Anatomical Structures in PET to Generate CT for Attenuation Correction Yongsheng Pan code
Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection Cosmin I. Bercea code
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery Long Bai code
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology Khondker Fariha Hossain code
Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations? Susu Sun code
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach Hannah Spitzer code
Robust Cervical Abnormal Cell Detection via Distillation from Local-scale Consistency Refinement Manman Fei code
Robust estimation of the microstructure of the early developing brain using deep learning Hamza Kebiri code
Robust Segmentation via Topology Violation Detection and Feature Synthesis Liu Li code
Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks Vincent B¨¹rgin code
S2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation An Wang code
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences Lennart Bastian code
Scale Federated Learning for Label Set Mismatch in Medical Image Classification Zhipeng Deng code
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation Zhihao Li code
Scaling Up 3D Kernels with Bayesian Frequency Re-Parameterization for Medical Image Segmentation Ho Hin Lee code
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans Afsah Saleem code
SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos Xinpeng Ding code
Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-level Supervision Hansheng Li code
Segmentation Distortion: Quantifying Segmentation Uncertainty under Domain Shift via the Effects of Anomalous Activations Jonathan Lennartz code
Segmentation of Kidney Tumors on Non-Contrast CT Images using Protuberance Detection Network Taro Hatsutani code
SegmentOR: Obtaining Efficient Operating Room Semantics Through Temporal Propagation Lennart Bastian code
Self-adaptive Adversarial Training for Robust Medical Segmentation Fu Wang code
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation Zhenxi Zhang code
Self-distillation for surgical action recognition Amine Yamlahi code
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images Chinmay Prabhakar code
Self-supervised dense representation learning for live-cell microscopy with time arrow prediction Benjamin Gallusser code
Self-Supervised Learning for Endoscopic Video Analysis Roy Hirsch code
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET Francesca De Benetti code
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation Jos¨¦ Morano code
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models Yilmaz Korkmaz code
Semantic difference guidance for the uncertain boundary segmentation of CT left atrial appendage Xin You code
Semantic segmentation of surgical hyperspectral images under geometric domain shifts Jan Sellner code
Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI Segmentation Yuchen Yuan code
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Hritam Basak code
SFusion: Self-attention based N-to-One Multimodal Fusion Block Zecheng Liu code
Shape-Aware 3D Small Vessel Segmentation with Local Contrast Guided Attention Zhiwei Deng code
Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos Junhao Lin code
SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image Luyuan Xie code
SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI Yuming Zhong code
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations Julian McGinnis code
Skin Lesion Correspondence Localization in Total Body Photography Wei-Lun Huang code
SLPD: Slide-level Prototypical Distillation for WSIs Zhimiao Yu code
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection Yunan Wu code
Solving Low-Dose CT Reconstruction via GAN with Local Coherence Wenjie Liu code
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Qinji Yu code
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher Longxiang Tang code
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Jiajin Zhang code
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios Shaowu Peng code
STAR-Echo: A Novel Biomarker for Prognosis of MACE in Chronic Kidney Disease Patients using Spatiotemporal Analysis and Transformer-Based Radiomics Models. Rohan Dhamdhere code
Structured State Space Models for Multiple Instance Learning in Digital Pathology Leo Fillioux code
Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation Minh Hieu Phan code
Style-based Manifold for Weakly-supervised Disease Characteristic Discovery Siyu Liu code
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions Saurav Sharma code
Surgical Video Captioning with Mutual-Modal Concept Alignment Zhen Chen code
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery Lalithkumar Seenivasan code
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation Yiqing Wang code
SwinUNETR-V2: Stronger Swin Transformers with Stagewise Convolutions for 3D Medical Image Segmentation Yufan He code
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings Yejia Zhang code
Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism Tianyu Zhang code
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models Yannik Frisch code
Synthetic Augmentation with Large-scale Unconditional Pre-training Jiarong Ye code
TabAttention: Learning Attention Conditionally on Tabular Data Michal K. Grzeszczyk code
TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope Hao Yue code
Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets Dilek M. Yalcinkaya code
Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI Prasun C. Tripathi code
Text-guided Foundation Model Adaptation for Pathological Image Classification Yunkun Zhang code
The Role of Subgroup Separability in Group-Fair Medical Image Classification Charles Jones code
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset Ziqiao Weng code
Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier Zhixing Zhang code
Topology-Preserving Computed Tomography Super-resolution Based on Dual-stream Diffusion Model Yuetan Chu code
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis Ching-Hao Chiu code
Towards AI-driven radiology education: A self-supervised segmentation-based framework for high-precision medical image editing Kazuma Kobayashi code
Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels Zhe Xu code
Towards frugal unsupervised detection of subtle abnormalities in medical imaging Geoffroy Oudoumanessah code
Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains Haoxuan Che code
TPRO: Text-prompting-based Weakly Supervised Histopathology Tissue Segmentation Shaoteng Zhang code
Trackerless Volume Reconstruction from Intraoperative Ultrasound Images Sidaty El hadramy code
Tracking adaptation to improve SuperPoint for 3D reconstruction in endoscopy O. Leo?n Barbed code
Transferability-Guided Multi-Source Model Adaptation for Medical Image Segmentation Chen Yang code
Transformer-based Annotation Bias-aware Medical Image Segmentation Zehui Liao code
Transformer-based end-to-end classification of variable-length volumetric data Marzieh Oghbaie code
TransLiver: A Hybrid Transformer Model for Multi-phase Liver Lesion Classification Xierui Wang code
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation Zhenqi He code
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation Ziyang Chen code
Triangular Analysis of Geographical Interplay of Lymphocytes (TriAnGIL): Predicting Immunotherapy Response in Lung Cancer Sara Arabyarmohammadi code
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms Jiaqi Cui code
Trust your neighbours: Penalty-based constraints for model calibration Balamurali Murugesan code
TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer Huimin Xiong code
Twelve-Lead ECG Reconstruction from Single-Lead Signals Using Generative Adversarial Networks Jinho Joo code
Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images Jiayi Zhu code
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Kai Ren code
Understanding Silent Failures in Medical Image Classification Till J. Bungert code
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations Reuben Dorent code
Unified surface and volumetric inference on functional imaging data Thomas F. Kirk code
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner Yiwen Ye code
Unpaired Cross-modal Interaction Learning for COVID-19 Segmentation on Limited CT images Qingbiao Guan code
Unsupervised 3D out-of-distribution detection with latent diffusion models Mark S. Graham code
Unsupervised 3D registration through optimization-guided cyclical self-training Alexander Bigalke code
Unsupervised classification of congenital inner ear malformations using DeepDiffusion for latent space representation Paula L¨®pez Diez code
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek code
Unsupervised Domain Adaptation for Anatomical Landmark Detection Haibo Jin code
Unsupervised Domain Transfer with Conditional Invertible Neural Networks Kris K. Dreher code
UOD: Universal One-shot Detection of Anatomical Landmarks Heqin Zhu code
UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Wenjing Lu code
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports Qingqing Zhu code
UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-wide-angle Transformation Multi-scale GAN Zhaojie Fang code
Vertex Correspondence in Cortical Surface Reconstruction Anne-Marie Rickmann code
VesselVAE: Recursive Variational Autoencoders for 3D Blood Vessel Synthesis Paula Feldman code
VF-HM: Vision Loss Estimation using Fundus Photograph for High Myopia Zipei Yan code
VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation Mohammad Mozafari code
Vision Transformer based Multi-Class Lesion Detection in IVOCT Zixuan Wang code
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images Mikhail Goncharov code
Wasserstein Distance-Preserving Vector Space of Persistent Homology Tananun Songdechakraiwut code
Weakly Supervised Medical Image Segmentation via Superpixel-guided Scribble Walking and Class-wise Contrastive Regularization Meng Zhou code
Weakly-supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery Nahal Mirzaie code
Weakly-supervised positional contrastive learning: application to cirrhosis classification Emma Sarfati code
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation Jun Wei code
What Do AEs Learn? Challenging Common Assumptions in Unsupervised Anomaly Detection Cosmin I. Bercea code
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis Chantal Pellegrini code
X-Ray to CT Rigid Registration Using Scene Coordinate Regression Pragyan Shrestha code
YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection Yuncheng Jiang code
You Don¡®t Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images Xiaodan Xing code
Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu code

About

MICCAI 2019-2023 Open Source Papers

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published