Praveer Singh

Praveer Singh

Harvard University

H-index: 20

North America-United States

About Praveer Singh

Praveer Singh, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Deep Learning, Medical Imaging, Distributed Learning, Oculomics, Bias in AI.

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

Multinational External Validation of Autonomous Retinopathy of Prematurity Screening

Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach

Artificial Intelligence and Glaucoma: Going Back to Basics

Conditional Diffusion Replay for Continual Learning in Medical Settings

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Can the eye be a window to your body? AI predicts Neonatal Pulmonary Hypertension through Retinal Fundus Photographs.

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Investigating AI’s Unreasonable Effectiveness in Detecting Self-Declared Racial Identity from Retinal Vascular Maps

Praveer Singh Information

University

Position

MGH / Harvard Medical School

Citations(all)

4867

Citations(since 2020)

4826

Cited By

1093

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

30

i10Index(since 2020)

30

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Praveer Singh Skills & Research Interests

Deep Learning

Medical Imaging

Distributed Learning

Oculomics

Bias in AI

Top articles of Praveer Singh

Title

Journal

Author(s)

Publication Date

Multinational External Validation of Autonomous Retinopathy of Prematurity Screening

JAMA ophthalmology

Aaron S Coyner

Tom Murickan

Minn A Oh

Benjamin K Young

Susan R Ostmo

...

2024/3/7

Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach

Ophthalmology Science

Wei-Chun Lin

Brian K Jordan

Brian Scottoline

Susan R Ostmo

Aaron S Coyner

...

2024/3/1

Artificial Intelligence and Glaucoma: Going Back to Basics

Saif Aldeen AlRyalat

Praveer Singh

Jayashree Kalpathy-Cramer

Malik Y Kahook

2023/12/31

Conditional Diffusion Replay for Continual Learning in Medical Settings

Yewon Byun

Saurabh Garg

Sanket Vaibhav Mehta

Praveer Singh

Jayashree Kalpathy-Cramer

...

2023/6/23

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Radiographics

Sharut Gupta

Sourav Kumar

Ken Chang

Charles Lu

Praveer Singh

...

2023/3/2

Can the eye be a window to your body? AI predicts Neonatal Pulmonary Hypertension through Retinal Fundus Photographs.

Investigative Ophthalmology & Visual Science

Praveer Singh

Riya Tyagi

Brian K Jordan

Brian Scottoline

Susan Ostmo

...

2023/6/1

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Jay Patel

Syed Rakin Ahmed

Ken Chang

Praveer Singh

Mishka Gidwani

...

2023/12/22

Investigating AI’s Unreasonable Effectiveness in Detecting Self-Declared Racial Identity from Retinal Vascular Maps

Investigative Ophthalmology & Visual Science

Riya Tyagi

J Peter Campbell

Aaron S Coyner

Susan Ostmo

Wei-Chun Lin

...

2023/6/1

Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy

bioRxiv

Albert Eusik Kim

Kevin W Lou

Anita Giobbie-Hurder

Ken Chang

Mishka Gidwani

...

2023

Efficacy of smartphone-based retinopathy of prematurity tele-screening with and without artificial intelligence

Investigative Ophthalmology & Visual Science

Benjamin Young

Emily Cole

Parag Shah

Susan Ostmo

Prema Subramanian

...

2023/6/1

A Multimodal Deep Learning Approach Towards Predicting Severe Retinopathy of Prematurity

Investigative Ophthalmology & Visual Science

Wei-Chun Lin

Susan Ostmo

Aaron S Coyner

Praveer Singh

Jayashree Kalpathy-Cramer

...

2023/6/1

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance

Neuro-oncology

Albert E Kim

Kevin W Lou

Anita Giobbie-Hurder

Ken Chang

Mishka Gidwani

...

2023/12/9

Automated detection of genetic relatedness from fundus photographs using Siamese Neural Networks

medRxiv

Sakshi Manoj Bhandari

Praveer Singh

Nishanth Arun

Sayuri Sekimitsu

Vineet Raghu

...

2023

Association of biomarker-based artificial intelligence with risk of racial bias in retinal images

JAMA ophthalmology

Aaron S Coyner

Praveer Singh

James M Brown

Susan Ostmo

RV Paul Chan

...

2023/6/1

NIMG-76. A DEEP LEARNING ALGORITHM FOR FULLY AUTOMATED VOLUMETRIC MEASUREMENT OF MENINGIOMA BURDEN

Neuro-Oncology

Mason Cleveland

Albert Kim

Jay Patel

Owen McCall

William Liu

...

2023/11/1

Efficacy of smartphone-based telescreening for retinopathy of prematurity with and without artificial intelligence in India

JAMA ophthalmology

Benjamin K Young

Emily D Cole

Parag K Shah

Susan Ostmo

Prema Subramaniam

...

2023/6/1

Inter-rater variability in glaucoma diagnosis using optic nerve head photographs

Investigative Ophthalmology & Visual Science

Jayashree Kalpathy-Cramer

Saif Aldeen Alryalat

Christopher Clark

Praveer Singh

Benjamin Bearce

...

2023/6/1

Epidemiologic evaluation of retinopathy of prematurity severity in a large telemedicine program in India using artificial intelligence

Ophthalmology

Mallory A deCampos-Stairiker

Aaron S Coyner

Aditi Gupta

Minn Oh

Parag K Shah

...

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

Monte Carlo dropout for increased deep learning repeatability and disease classification performance in retinopathy of prematurity

Investigative Ophthalmology & Visual Science

Aaron S Coyner

Andreanne Lemay

Katharina Hoebel

Praveer Singh

Susan Ostmo

...

2023/6/1

See List of Professors in Praveer Singh University(Harvard University)

Co-Authors

H-index: 66
Jayashree Kalpathy-Cramer

Jayashree Kalpathy-Cramer

Harvard University

H-index: 65
Deniz Erdogmus

Deniz Erdogmus

North Eastern University

H-index: 56
Nikos Komodakis

Nikos Komodakis

University of Crete

H-index: 37
Ken Chang

Ken Chang

Harvard University

H-index: 27
James M. Brown

James M. Brown

University of Lincoln

academic-engine