Michael Goldbaum

Michael Goldbaum

University of California, San Diego

H-index: 48

North America-United States

About Michael Goldbaum

Michael Goldbaum, With an exceptional h-index of 48 and a recent h-index of 28 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of machine learning, computer vision, computational ophthalmology, retina.

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

Proactive Decision Support for Glaucoma Treatment: Predicting Surgical Interventions with Clinically Available Data

Retinal vein occlusion is associated with stroke independent of underlying cardiovascular disease

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

The sensitivity of ultra-widefield fundus photography versus scleral depressed examination for detection of retinal horseshoe tears

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Retinal Ischemic Perivascular Lesions in Individuals With Atrial Fibrillation

Deep Learning with Multimodal Data for Prediction of Glaucoma

Validation of the prognostic usefulness of the gene expression profiling test in patients with uveal melanoma

Michael Goldbaum Information

University

Position

___

Citations(all)

18264

Citations(since 2020)

9192

Cited By

12253

hIndex(all)

48

hIndex(since 2020)

28

i10Index(all)

117

i10Index(since 2020)

67

Email

University Profile Page

University of California, San Diego

Google Scholar

View Google Scholar Profile

Michael Goldbaum Skills & Research Interests

machine learning

computer vision

computational ophthalmology

retina

Top articles of Michael Goldbaum

Title

Journal

Author(s)

Publication Date

Proactive Decision Support for Glaucoma Treatment: Predicting Surgical Interventions with Clinically Available Data

Bioengineering

Mark Christopher

Ruben Gonzalez

Justin Huynh

Evan Walker

Bharanidharan Radha Saseendrakumar

...

2024/1/30

Retinal vein occlusion is associated with stroke independent of underlying cardiovascular disease

Eye

Christine Y Bakhoum

Samantha Madala

Christopher K Long

Fatemeh Adabifirouzjaei

William R Freeman

...

2023/3

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

Investigative Ophthalmology & Visual Science

Mark Christopher

Ruben Gonzalez

Justin Huynh

Evan Walker

Bharanidharan Radha Saseendrakumar

...

2023/6/1

The sensitivity of ultra-widefield fundus photography versus scleral depressed examination for detection of retinal horseshoe tears

American Journal of Ophthalmology

Andrew C Lin

Fritz Gerald P Kalaw

Etienne M Schönbach

Delu Song

Zachary Koretz

...

2023/11/1

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Investigative Ophthalmology & Visual Science

Justin Huynh

Ruben Gonzalez

Evan Walker

Benton Gabriel Chuter

Akram Belghith

...

2023/6/1

Retinal Ischemic Perivascular Lesions in Individuals With Atrial Fibrillation

Journal of the American Heart Association

Christine Y Bakhoum

Samantha Madala

Leonardo Lando

Adeleh Yarmohammadi

Christopher P Long

...

2023/8/15

Deep Learning with Multimodal Data for Prediction of Glaucoma

Investigative Ophthalmology & Visual Science

Jimmy Chen

Rui Fan

Mark Christopher

Akram Belghith

Christopher Bowd

...

2023/6/20

Validation of the prognostic usefulness of the gene expression profiling test in patients with uveal melanoma

Ophthalmology

Sofia Miguez

Ryan Y Lee

Alison X Chan

Patrick C Demkowicz

Bailey SCL Jones

...

2023/6/1

Refractive Changes After Implantation of Reversed Intraocular Lens in Cataract Surgery: A Mathematical Model

Journal of Refractive Surgery

Hongseok Yang

Hedieh Matinrad

Michael H Goldbaum

Jennifer J Bu

Hideki Fukuoka

...

2023/5/1

Automated Measurement of RNFL Thickness from OCT Scans Using a Deep Learning Segmentation Free Approach

Investigative Ophthalmology & Visual Science

Benton Gabriel Chuter

Justin Huynh

Mark Christopher

Ruben Gonzalez

Evan Walker

...

2023/6/1

Detecting glaucoma from fundus photographs using deep learning without convolutions: transformer for improved generalization

Ophthalmology science

Rui Fan

Kamran Alipour

Christopher Bowd

Mark Christopher

Nicole Brye

...

2023/3/1

Sensitivity of Ultra-Widefield Imaging in Detecting Retinal Tears

Investigative Ophthalmology & Visual Science

Andrew Lin

Fritz Gerald Paguiligan Kalaw

Nathan Scott

Shyamanga Borooah

Michael Henry Goldbaum

...

2023/6/1

Detecting Glaucoma in the Ocular Hypertension Treatment Study using deep learning: implications for clinical trial endpoints

Authorea Preprints

Rui Fan

Christopher Bowd

Mark Christopher

Nicole Brye

James A Proudfoot

...

2023/11/8

Comparison of Deep Learning Glaucoma Detection Using Optic Nerve Head Fundus Photos and Optical Coherence Tomography

Investigative Ophthalmology & Visual Science

Mark Christopher

Christopher Bowd

Evan Walker

Akram Belghith

Michael Henry Goldbaum

...

2022/6/1

Primary open-angle glaucoma detection with vision transformer: Improved generalization across independent fundus photograph datasets

Investigative Ophthalmology & Visual Science

Christopher Bowd

Rui Fan

Kamran Alipour

Mark Christopher

Nicole Brye

...

2022/6/1

Clinical Outcomes Comparison of Combined Small Incision Lenticule Extraction with Collagen Cross-Linking Versus Small Incision Lenticule Extraction Only

Journal of Ophthalmology

Ayoub Chabib

Massimo Mammone

Chiara Fantozzi

Rebecca R Lian

Natalie A Afshari

...

2022/10/11

Ripls, an optical coherence tomography marker of occult cardiovascular disease

Investigative Ophthalmology & Visual Science

Samantha Madala

Fatemeh Adabifirouzjaei

Leonardo Lando

Adeleh Yarmohammadi

Christopher Long

...

2022/6/1

Retinal ischemic perivascular lesions, a biomarker of cardiovascular disease

Ophthalmology Retina

Samantha Madala

Fatemeh Adabifirouzjaei

Leonardo Lando

Adeleh Yarmohammadi

Christopher P Long

...

2022/9/1

Use of a deep learning image quality model to evaluate impact of clinically relevant forms of degradation on the glaucoma gradability of fundus images

Investigative Ophthalmology & Visual Science

Benton Gabriel Chuter

Justin Huynh

Mark Christopher

Christopher Bowd

Rui Fan

...

2022/6/1

32-year-old diabetic patient with progressive vision loss and crystalline retinopathy

Retinal Cases and Brief Reports

Elodie Bousquet

Sheena Khanna

Delu Song

Shyamanga Borooah

Charles Ginsberg

...

2022/8/16

See List of Professors in Michael Goldbaum University(University of California, San Diego)

Co-Authors

H-index: 213
Anil K. Jain

Anil K. Jain

Michigan State University

H-index: 108
Kang Zhang

Kang Zhang

Macau University of Science and Technology

academic-engine