TandemNet: Distilling Knowledge from Medical Images Using Diagnostic
Reports as Optional Semantic References

TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References

10 August 2017

Papers citing "TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References"

13 / 13 papers shown

Title
Multimodal Machine Learning in Precision Health Adrienne S. Kline Hanyin Wang Yikuan Li Saya Dennis M. Hutch Zhenxing Xu Fei Wang F. Cheng Yuan Luo 27 15 0 10 Apr 2022
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 45 640 0 22 Jul 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 91 26 0 18 Jan 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification Te-Lin Wu Shikhar Singh S. Paul Gully A. Burns Nanyun Peng 30 18 0 16 Dec 2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li Hanyin Wang Yuan Luo 19 63 0 03 Sep 2020
A Survey on Biomedical Image Captioning Vasiliki Kougia John Pavlopoulos Ion Androutsopoulos MedIm 22 80 0 26 May 2019
Medical Multimodal Classifiers Under Scarce Data Condition Faik Aydin Maggie Zhang M. Ananda-Rajah Gholamreza Haffari 25 8 0 24 Feb 2019
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 27 92 0 15 Apr 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 50 378 0 27 Feb 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 38 462 0 12 Jan 2018
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li-Jia Li F. Li 27 329 0 17 Nov 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 35 143 0 03 Apr 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015