Wei-Hung Weng

Wei-Hung Weng

Massachusetts Institute of Technology

H-index: 21

North America-United States

About Wei-Hung Weng

Wei-Hung Weng, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of artificial intelligence, machine learning, natural language processing, medical imaging, healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

An intentional approach to managing bias in general purpose embedding models

Capabilities of Gemini Models in Medicine

HeAR--Health Acoustic Representations

Developing a Machine Learning Algorithm for the Probability in Work Mode Using Human-Smartphone Interaction Patterns

Generalized Image Embeddings for the MIMIC Chest X-Ray dataset

Developing a machine learning algorithm to predict the probability of medical staff work mode using human-smartphone interaction patterns: Algorithm development and validation …

Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders

Wei-Hung Weng Information

University

Position

MIT Computer Science and Artificial Intelligence Laboratory

Citations(all)

3411

Citations(since 2020)

3296

Cited By

861

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

33

i10Index(since 2020)

32

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Wei-Hung Weng Skills & Research Interests

artificial intelligence

machine learning

natural language processing

medical imaging

healthcare

Top articles of Wei-Hung Weng

Title

Journal

Author(s)

Publication Date

An intentional approach to managing bias in general purpose embedding models

Wei-Hung Weng

Andrew Sellergen

Atilla P Kiraly

Alexander D’Amour

Jungyeon Park

...

2024/2/1

Capabilities of Gemini Models in Medicine

arXiv preprint arXiv:2404.18416

Khaled Saab

Tao Tu

Wei-Hung Weng

Ryutaro Tanno

David Stutz

...

2024/4/29

HeAR--Health Acoustic Representations

arXiv preprint arXiv:2403.02522

Sebastien Baur

Zaid Nabulsi

Wei-Hung Weng

Jake Garrison

Louis Blankemeier

...

2024/3/4

Developing a Machine Learning Algorithm for the Probability in Work Mode Using Human-Smartphone Interaction Patterns

Available at SSRN 4373893

Hung-Hsun Chen

Henry Horng-Shing Lu

Wei-Hung Weng

Yu-Hsuan Lin

2023

Generalized Image Embeddings for the MIMIC Chest X-Ray dataset

Andrew Sellergren

Atilla Kiraly

Tom Pollard

Wei-Hung Weng

Yun Liu

...

2023

Developing a machine learning algorithm to predict the probability of medical staff work mode using human-smartphone interaction patterns: Algorithm development and validation …

Journal of Medical Internet Research

Hung-Hsun Chen

Henry Horng-Shing Lu

Wei-Hung Weng

Yu-Hsuan Lin

2023/12/29

Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals

arXiv preprint arXiv:2309.05843

Louis Blankemeier

Sebastien Baur

Wei-Hung Weng

Jake Garrison

Yossi Matias

...

2023/9/11

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders

arXiv preprint arXiv:2308.01317

Shawn Xu

Lin Yang

Christopher Kelly

Marcin Sieniek

Timo Kohlberger

...

2023/8/2

Predicting Cardiovascular Disease Risk using Photoplethysmography and Deep Learning

arXiv preprint arXiv:2305.05648

Wei-Hung Weng

Sebastien Baur

Mayank Daswani

Christina Chen

Lauren Harrell

...

2023/5/9

Integrated biosensor platform based on graphene transistor arrays for real-time high-accuracy ion sensing

Nature communications

Mantian Xue

Charles Mackin

Wei-Hung Weng

Jiadi Zhu

Yiyue Luo

...

2022/8/27

Explainable deep learning in healthcare: A methodological survey from an attribution view

Di Jin

Elena Sergeeva

Wei‐Hung Weng

Geeticka Chauhan

Peter Szolovits

2022/5

Learning Representations for Limited and Heterogeneous Medical Data

Wei-Hung Weng

2022

A study on applying slide-free label-free harmonic generation microscopy for noninvasive assessment of melasma treatments with histopathological parameters

IEEE Journal of Selected Topics in Quantum Electronics

Ming-Liang Wei

Yi-Hua Liao

Wei-Hung Weng

Yuan-Ta Shih

Yi-Shuan Sheen

...

2021/3/31

Multimodal co-attention transformer for survival prediction in gigapixel whole slide images

Richard J Chen

Ming Y Lu

Wei-Hung Weng

Tiffany Y Chen

Drew FK Williamson

...

2021

What disease does this patient have? a large-scale open domain question answering dataset from medical exams

Applied Sciences

Di Jin

Eileen Pan

Nassim Oufattole

Wei-Hung Weng

Hanyi Fang

...

2021/7/12

Entity-Enriched Neural Models for Clinical Question Answering

arXiv e-prints

Bhanu Pratap Singh Rawat

Wei-Hung Weng

So Yeon Min

Preethi Raghavan

Peter Szolovits

2020/5

Clinical text summarization with syntax-based negation and semantic concept identification

arXiv preprint arXiv:2003.00353

Wei-Hung Weng

Yu-An Chung

Schrasing Tong

2020/2/29

Weakly Supervised Context Encoder using DICOM metadata in Ultrasound Imaging

Szu-Yeu Hu

Shuhang Wang

Wei-Hung Weng

JingChao Wang

XiaoHong Wang

...

2020

Determining follow-up imaging study using radiology reports

Journal of digital imaging

Sandeep Dalal

Vadiraj Hombal

Wei-Hung Weng

Gabe Mankovich

Thusitha Mabotuwana

...

2020/2

Machine Learning for Clinical Predictive Analytics

Wei-Hung Weng

2020

See List of Professors in Wei-Hung Weng University(Massachusetts Institute of Technology)

Co-Authors

H-index: 89
James Glass

James Glass

Massachusetts Institute of Technology

H-index: 75
Peter Szolovits

Peter Szolovits

Massachusetts Institute of Technology

H-index: 67
Leo Anthony Celi

Leo Anthony Celi

Massachusetts Institute of Technology

H-index: 47
Dr. Marzyeh Ghassemi

Dr. Marzyeh Ghassemi

University of Toronto

H-index: 26
Yu-An Chung

Yu-An Chung

Massachusetts Institute of Technology

H-index: 25
Richard J. Chen

Richard J. Chen

Harvard University

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