Wei-Hung Weng

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Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified 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
Di JinApplied Scientist of Amazon Alexa AIVerified 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 AlsentzerPhD Student, MITVerified email at mit.edu
Tzu-Ming Harry HsuMassachusetts Institute of TechnologyVerified email at mit.edu
Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITVerified email at mit.edu
James GlassMIT Computer Science and Artificial Intelligence LaboratoryVerified email at mit.edu
Kavishwar Wagholikar, MD, PhDHarvard Medical School/ Massachusetts General HospitalVerified email at mgh.harvard.edu
Gao Mingwu (Barton)GoogleVerified email at google.com
Jen-Tang LuPh.D. in Electrical Engineering, Princeton UniversityVerified email at alumni.princeton.edu
Richard J. ChenPhD Student, Harvard UniversityVerified email at g.harvard.edu
Po-Hsuan Cameron ChenGoogle Research / Google HealthVerified email at google.com
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Preethi RaghavanVice President, Fidelity Investments. Research Affiliate, MIT CSAILVerified email at osu.edu
Jonathan DeatonGoogle, XVerified email at google.com
Yuan LiuGoogle ResearchVerified email at google.com
Gamaleldin ElsayedSenior Research Scientist, Google Research, Brain TeamVerified 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	1113	2019
Clinically accurate chest X-ray report generation G Liu, TMH Hsu, M McDermott, W Boag, WH Weng, P Szolovits, ... Machine Learning for Healthcare, 2019	150	2019
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), 1-13, 2017	133	2017
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces YA Chung, WH Weng, S Tong, J Glass NeurIPS, 7365-7375, 2018	90	2018
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	76	2017
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	63	2019
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	57	2017
DNA vaccines for cervical cancer CF Huang, A Monie, WH Weng, TC Wu American journal of translational research 2 (1), 75, 2010	54	2010
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	42	2021
Towards Unsupervised Speech-to-Text Translation YA Chung, WH Weng, S Tong, J Glass ICASSP, 7170-7174, 2019	37	2019
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	34	2016
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	29	2021
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	29	2018
Gender differences in cardiac autonomic modulation during medical internship YH Lin, CY Chen, SH Lin, CH Liu, WH Weng, TBJ Kuo, CCH Yang Psychophysiology 50 (6), 521-527, 2013	29	2013
Unsupervised Clinical Language Translation WH Weng, YA Chung, P Szolovits KDD, 3121-3131, 2019	23	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	21	2020
Ultrasound modulated droplet lasers X Li, Y Qin, X Tan, YC Chen, Q Chen, WH Weng, X Wang, X Fan ACS Photonics 6 (2), 531-537, 2019	16	2019
Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery SY Hu, WH Weng, SL Lu, YH Cheng, F Xiao, FM Hsu, JT Lu MICCAI AIRT, 2019	16	2019
Machine Learning for Clinical Predictive Analytics WH Weng Leveraging Data Science for Global Health, 2020	14	2020
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	13	2022

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