Anne E. Carpenter

Anne E. Carpenter

Harvard University

H-index: 76

North America-United States

About Anne E. Carpenter

Anne E. Carpenter, With an exceptional h-index of 76 and a recent h-index of 58 (since 2020), a distinguished researcher at Harvard University, specializes in the field of drug discovery, machine learning, Cell Painting, image-based profiling, high content screening.

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

Bringing computation to biology by bridging the last mile

From pixels to phenotypes: Integrating image-based profiling with cell health data as BioMorph features improves interpretability

Learning representations for image-based profiling of perturbations

Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank

High-dimensional phenotyping to define the genetic basis of cellular morphology

A versatile information retrieval framework for evaluating profile strength and similarity

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

Optimizing the Cell Painting assay for image-based profiling

Anne E. Carpenter Information

University

Position

Institute Scientist and Imaging Platform Director, Broad Institute of Harvard and MIT

Citations(all)

34047

Citations(since 2020)

18726

Cited By

22620

hIndex(all)

76

hIndex(since 2020)

58

i10Index(all)

159

i10Index(since 2020)

136

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Anne E. Carpenter Skills & Research Interests

drug discovery

machine learning

Cell Painting

image-based profiling

high content screening

Top articles of Anne E. Carpenter

Title

Journal

Author(s)

Publication Date

Bringing computation to biology by bridging the last mile

Nature cell biology

Anne E Carpenter

Shantanu Singh

2024/1

From pixels to phenotypes: Integrating image-based profiling with cell health data as BioMorph features improves interpretability

Molecular Biology of the Cell

Srijit Seal

Jordi Carreras-Puigvert

Shantanu Singh

Anne E Carpenter

Ola Spjuth

...

2024/3/1

Learning representations for image-based profiling of perturbations

Nature Communications

Nikita Moshkov

Michael Bornholdt

Santiago Benoit

Matthew Smith

Claire McQuin

...

2024/2/21

Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank

Journal of Chemical Information and Modeling

Srijit Seal

Ola Spjuth

Layla Hosseini-Gerami

Miguel García-Ortegón

Shantanu Singh

...

2024/2/1

High-dimensional phenotyping to define the genetic basis of cellular morphology

Nature Communications

Matthew Tegtmeyer

Jatin Arora

Samira Asgari

Beth A Cimini

Ajay Nadig

...

2024/1/6

A versatile information retrieval framework for evaluating profile strength and similarity

bioRxiv

Alexandr A Kalinin

John Arevalo

Loan Vulliard

Erik Serrano

Hillary Tsang

...

2024

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

Nature Methods

Srinivas Niranj Chandrasekaran

Beth A Cimini

Amy Goodale

Lisa Miller

Maria Kost-Alimova

...

2024/4/9

Optimizing the Cell Painting assay for image-based profiling

Beth A Cimini

Srinivas Niranj Chandrasekaran

Maria Kost-Alimova

Lisa Miller

Amy Goodale

...

2023/7

Evaluating batch correction methods for image-based cell profiling

bioRxiv

John Arevalo

Ellen Su

Robert van Dijk

Anne E Carpenter

Shantanu Singh

2023/9/17

nELISA: A high-throughput, high-plex platform enables quantitative profiling of the secretome

bioRxiv

Milad Dagher

Grant Ongo

Nathaniel Robichaud

Jinglin Kong

Woojong Rho

...

2023/4/18

Pseudo-labeling enhanced by privileged information and its application to in situ sequencing images

arXiv preprint arXiv:2306.15898

Marzieh Haghighi

Mario C Cruz

Erin Weisbart

Beth A Cimini

Avtar Singh

...

2023/6/28

Pervasive mislocalization of pathogenic coding variants underlying human disorders

bioRxiv

Jessica Lacoste

Marzieh Haghighi

Shahan Haider

Zhen-Yuan Lin

Dmitri Segal

...

2023/9/5

Reproducible image-based profiling with Pycytominer

ArXiv

Erik Serrano

Srinivas Niranj Chandrasekaran

Dave Bunten

Kenneth I Brewer

Jenna Tomkinson

...

2023/11/22

Interpreting Image‐based Profiles using Similarity Clustering and Single‐Cell Visualization

Current Protocols

Fernanda Garcia‐Fossa

Mario Costa Cruz

Marzieh Haghighi

Marcelo Bispo de Jesus

Shantanu Singh

...

2023/3

Predicting compound activity from phenotypic profiles and chemical structures

Nature Communications

Nikita Moshkov

Tim Becker

Kevin Yang

Peter Horvath

Vlado Dancik

...

2023/4/8

FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity

Cell metabolism

Nicolas Wieder

Juliana Coraor Fried

Choah Kim

Eriene-Heidi Sidhom

Matthew R Brown

...

2023/5/2

A genome-wide atlas of human cell morphology

bioRxiv

Meraj Ramezani

Julia Bauman

Avtar Singh

Erin Weisbart

John Yong

...

2023/8/7

Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry

New Phytologist

Claire M Barnes

Ann L Power

Daniel G Barber

Richard K Tennant

Richard T Jones

...

2023/11

Assessing the performance of the Cell Painting assay across different imaging systems

Cytometry Part A

Callum Tromans‐Coia

Nasim Jamali

Hamdah Shafqat Abbasi

Kenneth A Giuliano

Mai Hagimoto

...

2023/10/3

Rapid label-free imaging-based evaluation of cancer dependencies in zero-passage primary cells

Cancer Research

Mushriq Al-Jazrawe

Csaba Molnar

Elisabeth Abeyta

Steven Blum

Niklas Rindtorff

...

2023/4/4

See List of Professors in Anne E. Carpenter University(Harvard University)

Co-Authors

H-index: 151
David M. Sabatini

David M. Sabatini

Massachusetts Institute of Technology

H-index: 68
Jason Moffat

Jason Moffat

University of Toronto

H-index: 60
Andrew Belmont

Andrew Belmont

University of Illinois at Urbana-Champaign

H-index: 55
Polina Golland

Polina Golland

Massachusetts Institute of Technology

H-index: 43
David Guertin

David Guertin

University of Massachusetts Medical School

H-index: 36
Andrew Filby

Andrew Filby

Newcastle University

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