Towards Explainable Multimodal Depression Recognition for Clinical Interviews

28 January 2025

Papers citing "Towards Explainable Multimodal Depression Recognition for Clinical Interviews"

14 / 14 papers shown

Title
LMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild Lang He Kai Chen Junnan Zhao Yimeng Wang Ercheng Pei ... Shiqing Zhang Jie Zhang Zhongmin Wang Tao He Prayag Tiwari 102 4 0 09 May 2024
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 132 331 0 14 Sep 2023
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews Sergio Burdisso Esaú Villatoro-Tello S. Madikeri P. Motlícek 70 9 0 03 Jul 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 161 2,381 0 26 Dec 2022
PTSD in the Wild: A Video Database for Studying Post-Traumatic Stress Disorder Recognition in Unconstrained Environments Moctar Abdoul Latif Sawadogo Furkan Pala Gurkirat Singh Imen Selmi Pauline Puteaux Alice Othmani 34 13 0 28 Sep 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders Zhiling Zhang Siyuan Chen Mengyue Wu Ke Zhu 89 27 0 23 May 2022
Climate and Weather: Inspecting Depression Detection via Emotion Recognition Wen Wu Mengyue Wu K. Yu 58 21 0 29 Apr 2022
Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model Yingli Shen Huiyu Yang Lin Lin 42 100 0 15 Feb 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 78 316 0 15 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 502 10,526 0 17 Jun 2021
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 85 711 0 07 May 2020
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques Kundan Krishna Sopan Khosla Jeffrey P. Bigham Zachary Chase Lipton 65 118 0 04 May 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,557 0 26 Jul 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017