A Dataset for Medical Instructional Video Classification and Question
Answering

A Dataset for Medical Instructional Video Classification and Question Answering

Scientific Data (Sci Data), 2022

30 January 2022

Dina Demner-Fushman

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Papers citing "A Dataset for Medical Instructional Video Classification and Question Answering"

18 / 18 papers shown

Title
EyePCR: A Comprehensive Benchmark for Fine-Grained Perception, Knowledge Comprehension and Clinical Reasoning in Ophthalmic Surgery Gui Wang Yang Wennuo Xusen Ma Zehao Zhong Zhuoru Wu Ende Wu Rong Qu W. Cheah Jianfeng Ren Linlin Shen 127 0 0 19 Sep 2025
MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning Suhao Yu Haojin Wang Juncheng Wu Cihang Xie Yuyin Zhou 159 10 0 22 May 2025
Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational VideosInternational Conference on Artificial Intelligence in Education (AIED), 2025 Markos Stamatakis Joshua Berger Christian Wartena Ralph Ewerth Anett Hoppe AI4Ed 273 1 0 03 May 2025
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 816 1 0 22 Apr 2025
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos? Rahul Thapa Andrew Li Qingyang Wu Bryan He Yuki Sahashi ... Angela Zhang Ben Athiwaratkun Shuaiwen Leon Song David Ouyang James Zou LM&MA 384 2 0 19 Apr 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicineBiomedical Engineering Letters (Biomed Eng Lett), 2025 Lukas Buess Matthias Keicher Nassir Navab Andreas Maier Soroosh Tayebi Arasteh LM&MA 825 6 0 13 Feb 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Wenyi Hong Yean Cheng Zhiyong Yang Weihan Wang Lefan Wang Xiaotao Gu Xiaotao Gu Yuxiao Dong J. Tang CoGe VLM 217 22 0 06 Jan 2025
Overview of TREC 2024 Medical Video Question Answering (MedVidQA) Track D. Gupta Dina Demner-Fushman LM&MA 182 2 0 15 Dec 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yujiao Shi Cheng Fei Cheng Fei ... Junyu Liu Xinyuan Song Riyang Bao Zekun Jiang Ziyuan Qin LM&MA AI4MH 519 16 0 28 Oct 2024
FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment Jinglin Xu Sibo Yin Guohao Zhao Zishuo Wang Yuxin Peng 238 31 0 11 May 2024
Multimodal Transformer With a Low-Computational-Cost Guarantee Sungjin Park Edward Choi 122 2 0 23 Feb 2024
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding Ming Hu Lin Wang Siyuan Yan Don Ma Qingli Ren Peng Xia Wei Feng Peibo Duan Lie Ju Zongyuan Ge 252 21 0 20 Oct 2023
Towards Answering Health-related Questions from Medical Videos: Datasets and ApproachesInternational Conference on Language Resources and Evaluation (LREC), 2023 Deepak Gupta Kush Attal Dina Demner-Fushman LM&MA 122 4 0 21 Sep 2023
Human in the loop approaches in multi-modal conversational task guidance system development R. Manuvinakurike Sovan Biswas G. Raffa R. Beckwith A. Rhodes Meng Shi Gesem Gudino Mejia Saurav Sahay L. Nachman 149 2 0 03 Nov 2022
Visual Answer Localization with Cross-modal Mutual Knowledge TransferIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yixuan Weng Bin Li 246 11 0 26 Oct 2022
Learning to Locate Visual Answer in Video Corpus Using QuestionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Bin Li Yixuan Weng Bin Sun Shutao Li 276 8 0 11 Oct 2022
Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image FeaturesSocial Science Research Network (SSRN), 2022 Deepa Gupta R. Loane Soumya Gayen Dina Demner-Fushman MedIm 149 14 0 05 Oct 2022
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional VideoIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Bin Li Yixuan Weng Bin Sun Shutao Li 495 63 0 13 Mar 2022