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Awesome Medical Vision-and-Language Tasks

Awesome

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

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