Anna Goldenberg

Anna Goldenberg

University of Toronto

H-index: 40

North America-Canada

Contact Anna Goldenberg

About Anna Goldenberg

Anna Goldenberg, With an exceptional h-index of 40 and a recent h-index of 35 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of machine learning, computational biology, network modeling, disease heterogeneity, data integration.

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

Genomic and clinical characterization of a familial GIST kindred intolerant to imatinib

Improving Medical Image Classification with Segmentation-Guided Attention in Small Dataset Scenarios

Measurement Scheduling for ICU Patients with Offline Reinforcement Learning

Learning from Time Series under Temporal Label Noise

Integrate Any Omics: Towards genome-wide data integration for patient stratification

Early Cancer Detection in Li–Fraumeni Syndrome with Cell-Free DNA

Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning

Does anyone fit the average? Describing the heterogeneity of pregnancy symptoms using wearables and mobile apps

Anna Goldenberg Information

University	University of Toronto
Position	Scientist SickKids Research Institute; Assistant Professor Department of Computer Science
Citations(all)	12441
Citations(since 2020)	10142
Cited By	5740
hIndex(all)	40
hIndex(since 2020)	35
i10Index(all)	88
i10Index(since 2020)	78
Email	Access Email
University Profile Page	University of Toronto
Google Scholar	View Google Scholar Profile

Anna Goldenberg Skills & Research Interests

machine learning

computational biology

network modeling

disease heterogeneity

data integration

Top articles of Anna Goldenberg

Genomic and clinical characterization of a familial GIST kindred intolerant to imatinib

NPJ Genomic Medicine

2024/3/27

Y Li

H-Index: 15

Improving Medical Image Classification with Segmentation-Guided Attention in Small Dataset Scenarios

2024/2/13

Lauren Erdman

H-Index: 9

Mandy Rickard

H-Index: 9

John Weaver

H-Index: 12

Anna Goldenberg

H-Index: 25

Measurement Scheduling for ICU Patients with Offline Reinforcement Learning

arXiv preprint arXiv:2402.07344

2024/2/12

Anna Goldenberg

H-Index: 25

Learning from Time Series under Temporal Label Noise

arXiv preprint arXiv:2402.04398

2024/2/6

Sujay Nagaraj

H-Index: 4

Sana Tonekaboni

H-Index: 4

Anna Goldenberg

H-Index: 25

Berk Ustun

H-Index: 13

Thomas Hartvigsen

H-Index: 4

Integrate Any Omics: Towards genome-wide data integration for patient stratification

arXiv preprint arXiv:2401.07937

2024/1/15

Shihao Ma

H-Index: 1

Andy Gx Zeng

H-Index: 3

Benjamin Haibe-Kains

H-Index: 57

Anna Goldenberg

H-Index: 25

Bo Wang

H-Index: 9

Early Cancer Detection in Li–Fraumeni Syndrome with Cell-Free DNA

Cancer Discovery

2024/1/12

Ping Luo

H-Index: 6

Haifan Gong

H-Index: 1

Vallijah Subasri

H-Index: 1

Arnavaz Danesh

H-Index: 7

Richard Jovelin

H-Index: 11

Anna Goldenberg

H-Index: 25

Wei Xu

H-Index: 19

Raymond H Kim

H-Index: 24

Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning

Pediatric Research

2024/1/11

Ping He

H-Index: 9

Padmaja Subbarao

H-Index: 41

Anna Goldenberg

H-Index: 25

Lauren Erdman

H-Index: 9

Does anyone fit the average? Describing the heterogeneity of pregnancy symptoms using wearables and mobile apps

medRxiv

2024

Robin Yang

H-Index: 7

Anna Goldenberg

H-Index: 25

Sarah Smith

H-Index: 16

Moment-alignment domain adaptation in the few-shot and low-resource context

2023/11/15

Lauren Erdman

H-Index: 9

Mandy Rickard

H-Index: 9

Bo Wang

H-Index: 9

Anna Goldenberg

H-Index: 25

Systemic lupus erythematosus phenotypes formed from machine learning with a specific focus on cognitive impairment

Rheumatology

2023/11/1

Lauren Erdman

H-Index: 9

Kathleen Bingham

H-Index: 7

Simone Appenzeller

H-Index: 32

Ben Parker

H-Index: 5

Anna Goldenberg

H-Index: 25

Robin Green

H-Index: 15

Zahi Touma

H-Index: 24

Learning with Temporal Label Noise

2023/10/13

Sujay Nagaraj

H-Index: 4

Sana Tonekaboni

H-Index: 4

Anna Goldenberg

H-Index: 25

Berk Ustun

H-Index: 13

Thomas Hartvigsen

H-Index: 4

Artificial intelligence model development and validation

2023/9/2

Jenna Wiens

H-Index: 17

Anna Goldenberg

H-Index: 25

Suchi Saria

H-Index: 27

Nigam Shah

H-Index: 47

The promises and challenges of clinical AI in community paediatric medicine

Paediatrics & Child Health

2023/7/1

Devin Singh

H-Index: 7

Sujay Nagaraj

H-Index: 4

Ryan Daniel

H-Index: 13

Anna Goldenberg

H-Index: 25

Michael Brudno

H-Index: 40

Ian Stedman

H-Index: 2

RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings

EuroVis 2023-Short Papers

2023/6/14

Sana Tonekaboni

H-Index: 4

Robert Greer

H-Index: 7

Jürgen Bernard

H-Index: 18

Anna Goldenberg

H-Index: 25

Fanny Chevalier

H-Index: 22

What's fair is… fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning: JustEFAB

2023/6/12

Melissa Mccradden

H-Index: 5

Shalmali Joshi

H-Index: 7

Ben Glocker

H-Index: 48

Xiaoxuan Liu

H-Index: 8

Myrtede Alfred

H-Index: 4

Anna Goldenberg

H-Index: 25

Maintaining Stability and Plasticity for Predictive Churn Reduction

arXiv preprint arXiv:2305.04135

2023/5/6

Benjamin Haibe-Kains

H-Index: 57

Anna Goldenberg

H-Index: 25

Multiple germline events contribute to cancer development in patients with Li-Fraumeni syndrome

Cancer research communications

2023/5/1

Vallijah Subasri

H-Index: 1

Nicholas Light

H-Index: 6

Ping Luo

H-Index: 6

Adam Shlien

H-Index: 33

Anna Goldenberg

H-Index: 25

Machine learning COVID-19 detection from wearables

The Lancet Digital Health

2023/4/1

Bret Nestor

H-Index: 6

Erik Drysdale

H-Index: 3

Allison Shapiro

H-Index: 5

Sujay Nagaraj

H-Index: 4

Luca Foschini

H-Index: 26

Anna Goldenberg

H-Index: 25

Diagnosing and remediating harmful data shifts for the responsible deployment of clinical AI models

medRxiv

2023/3/29

Vallijah Subasri

H-Index: 1

Fahad Razak

H-Index: 22

Anna Goldenberg

H-Index: 25

Elham Dolatabadi

H-Index: 10

From single-visit to multi-visit image-based models: single-visit models are enough to predict obstructive hydronephrosis

2023/3/6

Mandy Rickard

H-Index: 9

John Weaver

H-Index: 12

Anna Goldenberg

H-Index: 25

Lauren Erdman

H-Index: 9

See List of Professors in Anna Goldenberg University(University of Toronto)

Co-Authors

H-index: 112

John Quackenbush — John Quackenbush
Harvard University

Visit John Quackenbush Page

H-index: 111

Gary Bader — Gary Bader
University of Toronto

Visit Gary Bader Page

H-index: 106

David Blei — David Blei
Columbia University in the City of New York

Visit David Blei Page

H-index: 85

Benjamin Haibe-Kains — Benjamin Haibe-Kains
University of Toronto

Visit Benjamin Haibe-Kains Page

H-index: 80

Andrew Moore — Andrew Moore
Carnegie Mellon University

Visit Andrew Moore Page

H-index: 73

Zhuowen Tu — Zhuowen Tu
University of California, San Diego

Visit Zhuowen Tu Page

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