Camilo Bermudez, M.D., Ph.D.

Camilo Bermudez, M.D., Ph.D.

Vanderbilt University

H-index: 17

North America-United States

About Camilo Bermudez, M.D., Ph.D.

Camilo Bermudez, M.D., Ph.D., With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Vanderbilt University, specializes in the field of Medical Image Analysis, Neuroimaging, Deep Learning, Imaging Biomarkers, Personalized Medicine.

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

Effect of cerebrovascular risk factors on the prediction of Alzheimer’s disease neuropathologic change using plasma biomarkers (N4. 003)

Volumetric brain MRI signatures of heart failure with preserved ejection fraction in the setting of dementia

Recurrent Pleomorphic Xanthoastrocytoma Presenting With Diffuse Leptomeningeal Spread

Identification of Necessary Plasma Biomarkers for Prediction of Alzheimer’s Disease Neuropathologic Change

Plasma biomarkers for prediction of Alzheimer’s disease neuropathologic change

Optical Coherence Tomography Angiography (OCTA) Retinal Imaging Can Detect Burden of Small Vessel Disease and Amyloid Deposition in the Brain (P11-5.001)

pyPheWAS: a phenome-disease association tool for electronic medical record analysis

Structural MRI-based measures of accelerated brain aging do not moderate the acute antidepressant response in late-life depression

Camilo Bermudez, M.D., Ph.D. Information

University

Position

M.D. - Ph.D. Student Biomedical Engineering

Citations(all)

1093

Citations(since 2020)

1061

Cited By

331

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

22

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Camilo Bermudez, M.D., Ph.D. Skills & Research Interests

Medical Image Analysis

Neuroimaging

Deep Learning

Imaging Biomarkers

Personalized Medicine

Top articles of Camilo Bermudez, M.D., Ph.D.

Title

Journal

Author(s)

Publication Date

Effect of cerebrovascular risk factors on the prediction of Alzheimer’s disease neuropathologic change using plasma biomarkers (N4. 003)

Camilo Bermudez

Jeremy Syrjanen

Ronald Petersen

David Knopman

Vijay Ramanan

...

2024/4/14

Volumetric brain MRI signatures of heart failure with preserved ejection fraction in the setting of dementia

Magnetic Resonance Imaging

Camilo Bermudez

Cailey I Kerley

Karthik Ramadass

Eric H Farber-Eger

Ya-Chen Lin

...

2024/2/29

Recurrent Pleomorphic Xanthoastrocytoma Presenting With Diffuse Leptomeningeal Spread

The Neurohospitalist

Giovanna Grigsby-Rocca

Camilo Bermudez

Jessica D White

Bryan J Neth

Joon H Uhm

...

2024/1

Identification of Necessary Plasma Biomarkers for Prediction of Alzheimer’s Disease Neuropathologic Change

Alzheimer's & Dementia

Camilo Bermudez

Jonathan Graff‐Radford

Jeremy A Syrjanen

Nikki H Stricker

Alicia Algeciras‐Schimnich

...

2023/12

Plasma biomarkers for prediction of Alzheimer’s disease neuropathologic change

Acta neuropathologica

Camilo Bermudez

Jonathan Graff-Radford

Jeremy A Syrjanen

Nikki H Stricker

Alicia Algeciras-Schimnich

...

2023/7

Optical Coherence Tomography Angiography (OCTA) Retinal Imaging Can Detect Burden of Small Vessel Disease and Amyloid Deposition in the Brain (P11-5.001)

Camilo Bermudez

Timothy Lesnick

Swati More

Vijay Ramanan

David Knopman

...

2023/4/25

pyPheWAS: a phenome-disease association tool for electronic medical record analysis

Neuroinformatics

Cailey I Kerley

Shikha Chaganti

Tin Q Nguyen

Camilo Bermudez

Laurie E Cutting

...

2022/4

Structural MRI-based measures of accelerated brain aging do not moderate the acute antidepressant response in late-life depression

The American Journal of Geriatric Psychiatry

Ryan Ahmed

Claire Ryan

Seth Christman

Damian Elson

Camilo Bermudez

...

2022/9/1

Cerebellar infarcts are associated with a higher frequency of dementia and decreased performance in cognitive domains of memory, attention, and language.(P17-3.001)

Camilo Bermudez

Sheela Raghavan

Mary Machulda

Scott Przybelski

Ekaterina Hofrenning

...

2022/5/3

Multi-site infant brain segmentation algorithms: the iSeg-2019 challenge

Yue Sun

Kun Gao

Zhengwang Wu

Guannan Li

Xiaopeng Zong

...

2021/1/28

The Effects of Accelerated Brain Aging on the Antidepressant Response in Late-Life Depression

The American Journal of Geriatric Psychiatry

Ryan Ahmed

Damian Elson

Camilo Bermudez

Seth Christman

Bennett A Landman

...

2021/4/1

High-resolution 3D abdominal segmentation with random patch network fusion

Medical image analysis

Yucheng Tang

Riqiang Gao

Ho Hin Lee

Shizhong Han

Yunqiang Chen

...

2021/4/1

Phase identification for dynamic CT enhancements with generative adversarial network

Medical physics

Yucheng Tang

Riqiang Gao

Ho Hin Lee

Yunqiang Chen

Dashan Gao

...

2021/3

Body part regression with self-supervision

IEEE Transactions on Medical Imaging

Yucheng Tang

Riqiang Gao

Shizhong Han

Yunqiang Chen

Dashan Gao

...

2021/2/9

Semi-supervised Machine Learning with MixMatch and Equivalence Classes

Colin B Hansen

Vishwesh Nath

Riqiang Gao

Camilo Bermudez

Yuankai Huo

...

2020

BRAIN AGE ESTIMATION IN LATE-LIFE DEPRESSION: ASSOCIATION WITH COGNITIVE PERFORMANCE AND DISABILITY

The American Journal of Geriatric Psychiatry

Seth Christman

Camilo Bermudez

Lingyan Hao

Bennett Landman

Kimberly Albert

...

2020/4/1

Distributed deep learning across multisite datasets for generalized CT hemorrhage segmentation

Medical physics

Samuel W Remedios

Snehashis Roy

Camilo Bermudez

Mayur B Patel

John A Butman

...

2020/1

Deep Learning Identification of Brain Structural Atrophy Associated With Heart Failure With Preserved Ejection Fraction Among Patients With Preexisting Dementia Using Clinical …

Circulation

Camilo Bermudez Noguera

Cailey I Kerley

Karthik Ramadass

Eric H Farber-Eger

Ya-Chen Lin

...

2020/11/17

Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning

Camilo Bermudez

Justin Blaber

Samuel W Remedios

Jess E Reynolds

Catherine Lebel

...

2020/3/10

Contrast phase classification with a generative adversarial network

Yucheng Tang

Ho Hin Lee

Yuchen Xu

Olivia Tang

Yunqiang Chen

...

2020/3/10

See List of Professors in Camilo Bermudez, M.D., Ph.D. University(Vanderbilt University)

Co-Authors

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