medtech

Brain Tumour Segmentation (MRI)

• Kori A., Soni M., Pranjal B., Khened M., Alex V., Krishnamurthi G. (2019) Ensemble of Fully Convolutional Neural Network for Brain Tumor Segmentation from Magnetic Resonance Images. In: Crimi A., Bakas S., Kuijf H., Keyvan F., Reyes M., van Walsum T. (eds) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2018. Lecture Notes in Computer Science, vol 11384. Springer, Cham

GAN

Yi, Xin, Ekta Walia, and Paul Babyn. "Generative adversarial network in medical imaging: A review." Medical image analysis (2019): 101552.

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images https://arxiv.org/pdf/1907.01376.pdf

Breast Cancer

An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization https://arxiv.org/abs/2002.07613

General

The Effect of Image Resolution on Deep Learning in Radiography

https://pubs.rsna.org/doi/10.1148/ryai.2019190015