Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

20 December 2021

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Papers citing "Diaformer: Automatic Diagnosis via Symptoms Sequence Generation"

13 / 13 papers shown

Title
Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification Abu Adnan Sadi Mohammad Ashrafuzzaman Khan Lubaba Binte Saber 62 0 0 28 Aug 2024
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis Junying Chen Chi Gui Anningzhe Gao Ke Ji Xidong Wang Xiang Wan Benyou Wang MedIm AI4CE LM&MA 80 18 0 18 Jul 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment Kaishuai Xu Yi Cheng Wenjun Hou Qiaoyu Tan Wenjie Li 97 8 0 20 Jun 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 56 3 0 18 May 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 85 1 0 28 Mar 2024
Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis Hao Wang Sendong Zhao Zewen Qiang Nuwa Xi Bing Qin Ting Liu LM&MA 113 15 0 29 Jan 2024
DDxT: Deep Generative Transformer Models for Differential Diagnosis Mohammad Mahmudul Alam Edward Raff Tim Oates Cynthia Matuszek LM&MA MedIm 61 2 0 02 Dec 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation Huimin Wang Wai-Chung Kwan Kam-Fai Wong Yefeng Zheng MedIm 61 8 0 17 Jul 2023
Medical Dialogue Generation via Dual Flow Modeling Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 78 14 0 29 May 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya Zhang Yixin Chen Dacheng Tao OffRL 148 30 0 29 Dec 2022
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning Arsène Fansi Tchango Rishab Goel Julien Martel Zhi Wen G. Caron J. Ghosn 78 11 0 13 Oct 2022
DDXPlus: A New Dataset For Automatic Medical Diagnosis Arsène Fansi Tchango Rishab Goel Zhi Wen Julien Martel J. Ghosn 153 41 0 18 May 2022
DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations Wei Chen Cheng Zhong J. Peng Zhongyu Wei MedIm 66 18 0 08 May 2022