Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning

13 October 2022

Papers citing "Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning"

6 / 6 papers shown

Title
Interpretable Differential Diagnosis with Dual-Inference Large Language Models Shuang Zhou Sirui Ding Jiashuo Wang Mingquan Lin Genevieve B. Melton Rui Zhang LM&MA 30 2 0 10 Jul 2024
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation Han Yuan Chuan Hong Nguyen Tuan Anh Tran Xinxing Xu Nan Liu 28 7 0 26 Nov 2023
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data Xiangjian Jiang Andrei Margeloiu Nikola Simidjievski M. Jamnik OOD 29 10 0 21 Jun 2023
DDXPlus: A New Dataset For Automatic Medical Diagnosis Arsène Fansi Tchango Rishab Goel Zhi Wen Julien Martel J. Ghosn 102 36 0 18 May 2022
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential Diagnosis Hong Guan Chitta Baral 90 9 0 15 Oct 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,134 0 06 Jun 2015