Awesome Medical Vision-and-Language Tasks

A list of

👉 Radiology Report Generation (Medical Image Captioning)

👉 Medical Visual Question Answering(Med-VQA) (Radiology/Pathology Question Answering)

and related area.

Table Of Contents

• Radiology Report Generation
  • Papers - 2016 - 2017 - 2018 - 2019 - 2020 - 2021
  • Dataset
• Medical Visual Question Answering
  • Papers - 2016 - 2017 - 2018 - 2019 - 2020 - 2021
  • Dataset

Radiology Report Generation

Papers

Before

2016

2017

• Clinically Accurate Chest X-Ray Report Generation, PMLR 2017 [paper].

2018

• TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays, CVPR 2018 [paper].

Dataset

• Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases, CVPR 2017 [paper].

• PadChest: A large chest x-ray image dataset with multi-label annotated report, MedIA 2020 [paper].

Medical Visual Question Answering