Daniel McDuff

Daniel McDuff

Massachusetts Institute of Technology

H-index: 50

North America-United States

About Daniel McDuff

Daniel McDuff, With an exceptional h-index of 50 and a recent h-index of 45 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Affective Computing, Deep Learning, Human-Computer Interaction, Computer Vision.

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

Bigsmall: Efficient multi-task learning for disparate spatial and temporal physiological measurements

rppg-toolbox: Deep remote ppg toolbox

0303 Predicting Subjective Sleep Impairment and Disturbance from Wearable Sleep Data

On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI

Objective Communication Patterns Associated With Team Member Effectiveness in Real-World Virtual Teams

Health-llm: Large language models for health prediction via wearable sensor data

Capabilities of Gemini Models in Medicine

What Does Large-scale Electrodermal Sensing Reveal?

Daniel McDuff Information

University

Position

MIT Media Lab

Citations(all)

13128

Citations(since 2020)

8987

Cited By

6929

hIndex(all)

50

hIndex(since 2020)

45

i10Index(all)

144

i10Index(since 2020)

135

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Daniel McDuff Skills & Research Interests

Affective Computing

Deep Learning

Human-Computer Interaction

Computer Vision

Top articles of Daniel McDuff

Title

Journal

Author(s)

Publication Date

Bigsmall: Efficient multi-task learning for disparate spatial and temporal physiological measurements

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Girish Narayanswamy

Yujia Liu

Yuzhe Yang

Chengqian Ma

Xin Liu

...

2024/1/21

rppg-toolbox: Deep remote ppg toolbox

Advances in Neural Information Processing Systems

Xin Liu

Girish Narayanswamy

Akshay Paruchuri

Xiaoyu Zhang

Jiankai Tang

...

2024/2/13

0303 Predicting Subjective Sleep Impairment and Disturbance from Wearable Sleep Data

Sleep

Conor Heneghan

Benjamin Yetton

Daniel McDuff

Nicholas Allen

Andrew Barakat

...

2024/5/1

On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI

arXiv preprint arXiv:2402.05979

Daniel McDuff

Tim Korjakow

Scott Cambo

Jesse Josua Benjamin

Jenny Lee

...

2024/2/7

Objective Communication Patterns Associated With Team Member Effectiveness in Real-World Virtual Teams

Human Factors

Lisa O’Bryan

Tim Oxendahl

Xu Chen

Daniel McDuff

Santiago Segarra

...

2024/5

Health-llm: Large language models for health prediction via wearable sensor data

arXiv preprint arXiv:2401.06866

Yubin Kim

Xuhai Xu

Daniel McDuff

Cynthia Breazeal

Hae Won Park

2024/1/12

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

What Does Large-scale Electrodermal Sensing Reveal?

bioRxiv

Daniel McDuff

Seamus Thomson

Samy Abdel-Ghaffar

Isaac Galatzer-Levy

Ming-Zher Poh

...

2024

The opportunities and risks of large language models in mental health

Hannah R Lawrence

Renee A Schneider

Susan B Rubin

Maja J Mataric

Daniel J McDuff

...

2024/3/21

Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement

Akshay Paruchuri

Xin Liu

Yulu Pan

Shwetak Patel

Daniel McDuff

...

2024

Neuroergonomic api service for software applications

2024/3/14

Camera-based remote photoplethysmography for blood pressure measurement: current evidence, clinical perspectives, and future applications

Theodore Curran

Daniel McDuff

Xin Liu

Girish Narayanswamy

Chengqian Ma

...

2023

A review of deep learning for video captioning

Moloud Abdar

Meenakshi Kollati

Swaraja Kuraparthi

Farhad Pourpanah

Daniel McDuff

...

2024

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models

Borui Wang

Qiuyuan Huang

Budhaditya Deb

Aaron Halfaker

Liqun Shao

...

2023/7

Animating physiological characteristics on 2D or 3D avatars

2023/11/14

Generating physio-realistic avatars for training non-contact models to recover physiological characteristics

2023/12/28

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement

Xin Liu

Brian Hill

Ziheng Jiang

Shwetak Patel

Daniel McDuff

2023

Synthetic data in healthcare

arXiv preprint arXiv:2304.03243

Daniel McDuff

Theodore Curran

Achuta Kadambi

2023/4/6

Camera-Based Remote Photoplethysmography to Predict Blood Pressure in Clinic Patients with Cardiovascular Disease

Journal of Hypertension

Theodore Curran

Xin Liu

Daniel Mcduff

Chengqian Ma

Girish Narayanswamy

...

2023/6/1

Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology

Daway Chou-Ren

R. Michael Winters

Javier Hernandez

Daniel McDuff

Jina Suh

...

2023/9

See List of Professors in Daniel McDuff University(Massachusetts Institute of Technology)

Co-Authors

H-index: 119
Rosalind Picard

Rosalind Picard

Massachusetts Institute of Technology

H-index: 68
Shwetak Patel

Shwetak Patel

University of Washington

H-index: 26
Ming-Zher Poh

Ming-Zher Poh

Massachusetts Institute of Technology

H-index: 13
Weixuan 'Vincent' Chen

Weixuan 'Vincent' Chen

Massachusetts Institute of Technology

H-index: 13
Xin Liu

Xin Liu

University of Washington

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