Scholar

Anna Goldenberg

Google Scholar ID: cEepZOEAAAAJ

Scientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of Toronto

machine learningcomputational biologynetwork modelingdisease heterogeneitydata integration

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Citations & Impact

All-time

Citations

13,796

H-index

i10-index

Publications

Co-authors

list available

Publications

9 items

LiNC: Lightweight Noise Correction via Per-Sample Trust and Gaussian Mixture Modeling

2026

Cited

LiBaGS: Lightweight Boundary Gap Synthesis for Targeted Synthetic Data Selection

2026

Cited

Can we generate portable representations for clinical time series data using LLMs?

2026

Cited

Dialogue to Question Generation for Evidence-based Medical Guideline Agent Development

2026

Cited

LiLAW: Lightweight Learnable Adaptive Weighting to Meta-Learn Sample Difficulty and Improve Noisy Training

2025

Cited

Impute With Confidence: A Framework for Uncertainty Aware Multivariate Time Series Imputation

2025

Cited

DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection

2025

Cited

ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders

2025

Cited

Co-authors

10 total

Benjamin Haibe-Kains

Scientist (Principal Investigator), Princess Margaret Cancer Centre, University Health Network

Bo Wang

Chief AI Scientist,UHN; CIFAR AI Chair, Vector Institute; Assistant Professor, U of Toronto

Sara Mostafavi

University of Washington

Edoardo M Airoldi

Professor of Statistics & Data Science Temple University & PI, Harvard University

Zhuowen Tu

Professor, Cognitive Science, Computer Science&Engineering, UC San Diego

Quaid Morris

Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center

Galit Shmueli

Chair Professor, National Tsing Hua University

Gary Bader

Professor of Molecular Genetics and Computer Science, The Donnelly Centre, University of Toronto