Matthew D. Li, MD

Matthew D. Li, MD

Harvard University

H-index: 25

North America-United States

About Matthew D. Li, MD

Matthew D. Li, MD, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Radiology, Informatics, Machine Learning, Musculoskeletal Imaging.

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

Personalizing Short-term Fracture Prevention After Hip Fracture: CT-based AI Risk Stratification

Appropriate Reliance on Artificial Intelligence in Radiology Education

Removing Radiographic Markers Using Deep Learning to Enable Image Sharing

Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?

A generalized framework to predict continuous scores from medical ordinal labels

A Prospective Observational Study on Short and Long-Term Outcomes of COVID-19 Patients with Acute Hypoxic Respiratory Failure Treated with High-Flow Nasal Cannula

[11C]-PBR28 positron emission tomography signal as an imaging marker of joint inflammation in knee osteoarthritis

Intubation and mortality prediction in hospitalized COVID-19 patients using a combination of convolutional neural network-based scoring of chest radiographs and clinical data

Matthew D. Li, MD Information

University

Position

Massachusetts General Hospital / Harvard Medical School

Citations(all)

2778

Citations(since 2020)

2384

Cited By

1173

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

35

i10Index(since 2020)

35

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Matthew D. Li, MD Skills & Research Interests

Radiology

Informatics

Machine Learning

Musculoskeletal Imaging

Top articles of Matthew D. Li, MD

Title

Journal

Author(s)

Publication Date

Personalizing Short-term Fracture Prevention After Hip Fracture: CT-based AI Risk Stratification

Matthew D Li

Jacob L Jaremko

2024/1/30

Appropriate Reliance on Artificial Intelligence in Radiology Education

Journal of the American College of Radiology

Matthew D Li

Brent P Little

2023/11/1

Removing Radiographic Markers Using Deep Learning to Enable Image Sharing

Radiology: Artificial Intelligence

Ken Chang

Matthew D Li

2023/10/18

Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?

The British Journal of Radiology

Eric Yang

Matthew D Li

Shruti Raghavan

Francis Deng

Min Lang

...

2023/8/1

A generalized framework to predict continuous scores from medical ordinal labels

arXiv preprint arXiv:2305.19097

Katharina V Hoebel

Andreanne Lemay

John Peter Campbell

Susan Ostmo

Michael F Chiang

...

2023/5/30

A Prospective Observational Study on Short and Long-Term Outcomes of COVID-19 Patients with Acute Hypoxic Respiratory Failure Treated with High-Flow Nasal Cannula

Journal of Clinical Medicine

Kyle J Medeiros

Carlo Valsecchi

Dario Winterton

Caio A Morais

Eduardo Diaz Delgado

...

2023/2/4

[11C]-PBR28 positron emission tomography signal as an imaging marker of joint inflammation in knee osteoarthritis

Pain

Angelica Sandström

Angel Torrado-Carvajal

Erin J Morrissey

Minhae Kim

Zeynab Alshelh

...

2022/5/13

Intubation and mortality prediction in hospitalized COVID-19 patients using a combination of convolutional neural network-based scoring of chest radiographs and clinical data

BJR| Open

Aileen O'Shea

Matthew D Li

Nathaniel D Mercaldo

Patricia Balthazar

Avik Som

...

2022/3/24

The Radiology: Artificial Intelligence Trainee Editorial Board: Initial Experience and Future Directions

Academic radiology

Pedro V Staziaki

H Yi Paul

Matthew D Li

Dania Daye

Charles E Kahn

...

2022/12/1

Assessing the Severity of COVID‐19 Lung Injury in Rheumatic Diseases versus the General Population Using Deep Learning‐Derived Chest Radiograph Scores

Arthritis Care & Research

Naomi J Patel

Kristin M D'Silva

Matthew D Li

Tiffany YT Hsu

Michael DiIorio

...

2023/3

Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19

Medicine

Matthew D Li

Nishanth T Arun

Mehak Aggarwal

Sharut Gupta

Praveer Singh

...

2022/7/22

Artificial intelligence applied to musculoskeletal oncology: a systematic review

Matthew D Li

Syed Rakin Ahmed

Edwin Choy

Santiago A Lozano-Calderon

Jayashree Kalpathy-Cramer

...

2022/2/1

Radiology Implementation Considerations for Artificial Intelligence (AI) Applied to COVID-19, From the AJR Special Series on AI Applications

Matthew D Li

Ken Chang

Xueyan Mei

Adam Bernheim

Michael Chung

...

2022/7/6

AUR-RRA Review: Logistics of Academic-Industry Partnerships in Artificial Intelligence

Academic radiology

Benjamin Spilseth

Colin D McKnight

Matthew D Li

Christian J Park

Jessica G Fried

...

2022/1/1

External COVID-19 Deep Learning Model Validation on ACR AI-LAB: It’sa Brave New World

Journal of the American College of Radiology

Ali Ardestani

Matthew D Li

Pauley Chea

Jeremy R Wortman

Adam Medina

...

2022/7/1

Automated radiology-arthroscopy correlation of knee meniscal tears using natural language processing algorithms

Academic radiology

Matthew D Li

Francis Deng

Ken Chang

Jayashree Kalpathy-Cramer

Ambrose J Huang

2022/4/1

Prolonged intubation in patients with prior cerebrovascular disease and COVID-19

Frontiers in neurology

Shibani S Mukerji

Sudeshna Das

Haitham Alabsi

Laura N Brenner

Aayushee Jain

...

2021/4/9

Right ventricular strain is common in intubated COVID-19 patients and does not reflect severity of respiratory illness

Journal of intensive care medicine

Lauren E Gibson

Raffaele Di Fenza

Min Lang

Martin I Capriles

Matthew D Li

...

2021/8

Deep Learning to Estimate COVID-19 Mortality Risk from Chest Radiographs

Circulation

Vineet Raghu

Alexander Cheng

Sanjana Singh

Matthew D Li

Aniket Zinzuwadia

...

2021/11/16

Multi-Radiologist User Study for Artificial Intelligence-Guided Grading of COVID-19 Lung Disease Severity on Chest Radiographs

Academic Radiology

Matthew D Li

Brent P Little

Tarik K Alkasab

Dexter P Mendoza

Marc D Succi

...

2021/1/18

See List of Professors in Matthew D. Li, MD University(Harvard University)

Co-Authors

H-index: 66
Jayashree Kalpathy-Cramer

Jayashree Kalpathy-Cramer

Harvard University

H-index: 65
Purvesh Khatri

Purvesh Khatri

Stanford University

H-index: 37
Ken Chang

Ken Chang

Harvard University

H-index: 37
Christopher W Cairo

Christopher W Cairo

University of Alberta

H-index: 29
Brent Little

Brent Little

Harvard University

H-index: 25
Efren J Flores, MD

Efren J Flores, MD

Harvard University

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