Wei-Hung Weng

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Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Di JinSenior Research Scientist, Meta GenAIVerified email at mit.edu
Matthew B. A. McDermottPostdoctoral Researcher, Harvard Medical School, Department of Biomedical InformaticsVerified email at hms.harvard.edu
William BoagMassachusetts Institute of TechnologyVerified email at mit.edu
Yu-An ChungFacebook AI Research (FAIR)Verified email at fb.com
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesVerified email at microsoft.com
Emily AlsentzerPostdoctoral Fellow, Harvard Medical SchoolVerified email at bwh.harvard.edu
Dr. Marzyeh GhassemiAssociate Professor, EECS/IMES, MITVerified email at mit.edu
James GlassMIT Computer Science and Artificial Intelligence LaboratoryVerified email at mit.edu
Richard J. ChenBrigham and Women's Hospital, Harvard Medical SchoolVerified email at g.harvard.edu
Kavishwar Wagholikar, MBBS, PhDHarvard Medical School/ Massachusetts General HospitalVerified email at mgh.harvard.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Jen-Tang LuPh.D. in Electrical Engineering, Princeton UniversityVerified email at alumni.princeton.edu
Po-Hsuan Cameron ChenGoogle Research / Google HealthVerified email at google.com
Vivek NatarajanResearch Lead, Google Health AIVerified email at google.com
Yun LiuSenior Staff Research Scientist, Google ResearchVerified email at google.com
Preethi RaghavanVice President, NLP and Machine learning, Fidelity Investments. Research Affiliate, MIT CSAILVerified email at osu.edu
Yuan LiuGoogle ResearchVerified email at google.com
Gamaleldin ElsayedResearch Scientist, Google DeepMindVerified email at google.com

Wei-Hung Weng

Google Research

Verified email at mit.edu - Homepage

artificial intelligence machine learning natural language processing medical imaging healthcare


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Publicly available clinical BERT embeddings E Alsentzer, JR Murphy, W Boag, WH Weng, D Jin, T Naumann, ... Clinical Natural Language Processing Workshop, 72-78, 2019	2300	2019
What disease does this patient have? a large-scale open domain question answering dataset from medical exams D Jin, E Pan, N Oufattole, WH Weng, H Fang, P Szolovits Applied Sciences 11 (14), 6421, 2021	391	2021
Clinically accurate chest X-ray report generation G Liu, TMH Hsu, M McDermott, W Boag, WH Weng, P Szolovits, ... Machine Learning for Healthcare, 2019	288	2019
Multimodal co-attention transformer for survival prediction in gigapixel whole slide images RJ Chen, MY Lu, WH Weng, TY Chen, DFK Williamson, T Manz, M Shady, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2021	214	2021
Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach WH Weng, KB Wagholikar, AT McCray, P Szolovits, HC Chueh BMC medical informatics and decision making 17, 1-13, 2017	183	2017
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces YA Chung, WH Weng, S Tong, J Glass NeurIPS, 7365-7375, 2018	112	2018
Park: An Open Platform for Learning Augmented Computer Systems H Mao, P Negi, A Narayan, H Wang, J Yang, H Wang, R Marcus, ... NeurIPS, 2019	97	2019
Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval WH Weng, YA Chung NIPS Workshop on Machine Learning for Health (ML4H), 2017	93	2017
Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients WH Weng, M Gao, Z He, S Yan, P Szolovits NIPS Workshop on Machine Learning for Health (ML4H), 2017	70	2017
Integrated biosensor platform based on graphene transistor arrays for real-time high-accuracy ion sensing M Xue, C Mackin, WH Weng, J Zhu, Y Luo, SXL Luo, AY Lu, M Hempel, ... Nature communications 13 (1), 5064, 2022	63	2022
Capabilities of gemini models in medicine K Saab, T Tu, WH Weng, R Tanno, D Stutz, E Wulczyn, F Zhang, ... arXiv preprint arXiv:2404.18416, 2024	60	2024
Explainable deep learning in healthcare: A methodological survey from an attribution view D Jin, E Sergeeva, WH Weng, G Chauhan, P Szolovits WIREs Mechanisms of Disease 14 (3), e1548, 2022	55	2022
DNA vaccines for cervical cancer CF Huang, A Monie, WH Weng, TC Wu American journal of translational research 2 (1), 75, 2010	55	2010
Towards Unsupervised Speech-to-Text Translation YA Chung, WH Weng, S Tong, J Glass ICASSP, 7170-7174, 2019	49	2019
Unsupervised Multimodal Representation Learning across Medical Images and Reports TMH Hsu, WH Weng, W Boag, M McDermott, P Szolovits NeurIPS Workshop on Machine Learning for Health (ML4H), 2018	46	2018
Elixr: Towards a general purpose x-ray artificial intelligence system through alignment of large language models and radiology vision encoders S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ... arXiv preprint arXiv:2308.01317, 2023	45	2023
The process of coping with stress by Taiwanese medical interns: a qualitative study CH Liu, WR Tang, WH Weng, YH Lin, CY Chen BMC medical education 16, 1-6, 2016	44	2016
Unsupervised Clinical Language Translation WH Weng, YA Chung, P Szolovits KDD, 3121-3131, 2019	36	2019
CheXpert++: Approximating the CheXpert labeler for Speed, Differentiability, and Probabilistic Output M McDermott, TMH Hsu, WH Weng, M Ghassemi, P Szolovits Machine Learning for Healthcare, 2020	35	2020
Machine Learning for Clinical Predictive Analytics WH Weng Leveraging Data Science for Global Health, 2020	35	2020

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