Alexandre Colavin

Alexandre Colavin

Stanford University

H-index: 11

North America-United States

About Alexandre Colavin

Alexandre Colavin, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Biophysics, Genomics.

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

Continuous, probabilistic variant interpretation with Bayesian graphical models

Molecular evidence platform for auditable, continuous optimization of variant interpretation in genetic and genomic testing and analysis

CE-454029-2 THE UTILITY OF MACHINE LEARNING TOOLS IN REDUCING VUS IN ARRHYTHMIA GENES FOR INDIVIDUALS FROM UNDERREPRESENTED POPULATIONS COMPARED TO WELL STUDIED POPULATIONS

Systematically testing human HMBS missense variants to reveal mechanism and pathogenic variation

P490: The impact of machine learning algorithms in reducing VUS for individuals from underrepresented populations compared to well studied populations

Cover Image, Volume 193, Number 3, September 2023

Applications of artificial intelligence in clinical laboratory genomics

Machine Learning Tools: Impact in Reducing VUS in Arrhythmia Genes for Individuals From Underrepresented Populations Compared to Well-Studied Populations

Alexandre Colavin Information

University

Position

Graduate Student

Citations(all)

1632

Citations(since 2020)

1099

Cited By

1075

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Alexandre Colavin Skills & Research Interests

Biophysics

Genomics

Top articles of Alexandre Colavin

Title

Journal

Author(s)

Publication Date

Continuous, probabilistic variant interpretation with Bayesian graphical models

Cancer Research

Wolfgang Michael Korn

Yuya Kobayashi

Flavia M Facio

Arun Nampally

Keith Nykamp

...

2024/3/22

Molecular evidence platform for auditable, continuous optimization of variant interpretation in genetic and genomic testing and analysis

2024/1/4

CE-454029-2 THE UTILITY OF MACHINE LEARNING TOOLS IN REDUCING VUS IN ARRHYTHMIA GENES FOR INDIVIDUALS FROM UNDERREPRESENTED POPULATIONS COMPARED TO WELL STUDIED POPULATIONS

Heart Rhythm

Ana Ana Morales

Britt Johnson

Matteo Vatta

Flavia Facio

Laure Fresard

...

2023/5/1

Systematically testing human HMBS missense variants to reveal mechanism and pathogenic variation

The American Journal of Human Genetics

Warren van Loggerenberg

Shahin Sowlati-Hashjin

Jochen Weile

Rayna Hamilton

Aditya Chawla

...

2023/10/5

P490: The impact of machine learning algorithms in reducing VUS for individuals from underrepresented populations compared to well studied populations

Genetics in Medicine Open

Britt Johnson

Ana Morales

Flavia Facio

Laure Fresard

Dianalee McKnight

...

2023/1/1

Cover Image, Volume 193, Number 3, September 2023

American Journal of Medical Genetics Part C: Seminars in Medical Genetics

Swaroop Aradhya

Flavia M Facio

Hillery Metz

Toby Manders

Alexandre Colavin

...

2023/9

Applications of artificial intelligence in clinical laboratory genomics

Swaroop Aradhya

Flavia M Facio

Hillery Metz

Toby Manders

Alexandre Colavin

...

2023/9

Machine Learning Tools: Impact in Reducing VUS in Arrhythmia Genes for Individuals From Underrepresented Populations Compared to Well-Studied Populations

Heart, Lung and Circulation

S Aradhya

N Roczo

L Burnett

A Morales

B Johnson

...

2023/7/1

Systems and methods for the interpretation of genetic and genomic variants via an integrated computational and experimental deep mutational learning framework

2023/6/15

The Impact of Machine Learning Models in Reducing Variants of Uncertain Significance in Individuals From Underrepresented Populations Who Are Undergoing Genetic Testing for …

Circulation

Ana Morales

Britt Johnson

Flavia Facio

Yi-Lee Ting

Matteo Vatta

...

2023/11/7

Developing large-scale molecular stability engines for clinical variant interpretation

Biophysical Journal

John M Nicoludis

Gabor F Ptacek

Jeanne Morin-Leisk

Alexandre Colavin

Carlos L Araya

2022/2/11

Extracting phylogenetic dimensions of coevolution reveals hidden functional signals

Scientific Reports

Alexandre Colavin

Esha Atolia

Anne-Florence Bitbol

Kerwyn Casey Huang

2022/1/17

Interpretation of Genetic and Genomic Variants via an Integrated Computational and Experimental Deep Mutational Learning Framework

2021/5/20

Spectrum of splicing variants in disease genes and the ability of RNA analysis to reduce uncertainty in clinical interpretation

The American Journal of Human Genetics

Rebecca Truty

Karen Ouyang

Susan Rojahn

Sarah Garcia

Alexandre Colavin

...

2021/4/1

Methods and systems for identification of biomolecule sequence coevolution and applications thereof

2021/1/5

MOLECULAR EVIDENCE PLATFORM FOR CONTINUOUS AND VERIFIABLE OPTIMIZATION OF INTERPRETATION OF VARIANTS IN GENETIC TESTS AND ANALYZES

2021/8/4

plataforma de evidência molecular para otimização auditável e contínua de interpretação de variantes em testes e análises genéticas e genômicas

2020/10/20

See List of Professors in Alexandre Colavin University(Stanford University)

Co-Authors

H-index: 61
Kerwyn Casey Huang

Kerwyn Casey Huang

Stanford University

H-index: 20
Tristan Ursell

Tristan Ursell

University of Oregon

H-index: 16
Jen Hsin

Jen Hsin

Stanford University

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