Towards Explainable Multimodal Depression Recognition for Clinical Interviews

28 January 2025

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

22 / 22 papers shown

Title
HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection Juho Jung Chaewon Kang Jeewoo Yoon Seungbae Kim Jinyoung Han 89 7 0 07 Aug 2024
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 106 4 0 09 May 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection Xiangyu Zhang Hexin Liu Kaishuai Xu Qiquan Zhang Daijiao Liu Beena Ahmed Julien Epps 64 13 0 17 Feb 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 160 336 0 14 Sep 2023
Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine Thomas Savage Ashwin Nayak Roberta Gallo E. Rangan Jonathan Chen LM&MA ELM LRM AI4CE 72 137 0 13 Aug 2023
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews Sergio Burdisso Esaú Villatoro-Tello S. Madikeri P. Motlícek 74 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 293 2,414 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 46 13 0 28 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 606 4,077 0 24 May 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders Zhiling Zhang Siyuan Chen Mengyue Wu Ke Zhu 98 27 0 23 May 2022
Climate and Weather: Inspecting Depression Detection via Emotion Recognition Wen Wu Mengyue Wu K. Yu 81 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 55 102 0 15 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 88 601 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 89 317 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 711 10,634 0 17 Jun 2021
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 110 719 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 94 120 0 04 May 2020
MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis Hanshu Cai Y. Gao Shuting Sun Na Li Fuze Tian ... Jing Yang Lan Zhang Xiping Hu Yumin Li Bin Hu 65 161 0 20 Feb 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 865 24,615 0 26 Jul 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 103 1,319 0 01 Jun 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 976 133,279 0 12 Jun 2017
AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge Michel Valstar Jonathan Gratch Bjorn Schuller Fabien Ringeval D. Lalanne M. Torres Stefan Scherer Giota Stratou R. Cowie Maja Pantic 95 604 0 05 May 2016