Jianhua Chen — accepted AI-conference papers

2025

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

Congchi Yin, Feng Li, Shu Zhang, Zike Wang, Jun Shao, Piji Li +2

AAAI 2025technical

The clinical diagnosis of most mental disorders primarily relies on the conversations between psychiatrist and patient. The creation of such diagnostic conversation datasets is promising to boost the AI mental healthcare community. However, directly collecting the conversations in real diagnosis sce…

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2023

Deep Triple-Supervision Learning Unannotated Surgical Endoscopic Video Data for Monocular Dense Depth Estimation

Wenkang Fan, Kaiyun Zhang, Hong Shi, Jianhua Chen, Yinran Chen, Xiongbiao Luo

ICASSP 2023accepted

Surface reconstruction is an essential way to expand surgical field of view during endoscopic surgery, but it certainly requires dense depth estimation of endoscopic video sequences. Unfortunately, such a dense depth recovery suffers from illumination variation, weak texture, and occlusion. To addre…

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