Peter S Winter

9PUBLICATIONS

105CO-AUTHORS

Deep learningBioinformatic methods developmentSemi- and unsupervised learningMolecular targetsHaematological tumours

Get your video featured.

Publish with JoVE

Get your video featured.

Publish with JoVE

Publications (9)

Sort by Publication Date:

|Jun 09, 2026

Evaluating the role of pretraining dataset size and diversity on single-cell foundation model performance.

|Jan 30, 2026

Improving atlas-scale single-cell annotation models with hierarchical cross-entropy loss.

Sebastiano Cultrera di Montesano, Davide D'Ascenzo, Srivatsan Raghavan

|Nov 24, 2025

Adaptive resampling for improved machine learning in imbalanced single-cell datasets.

Zeinab Navidi, Akshaya Thoutam, Madeline Hughes

|Nov 24, 2025

Evaluating the role of pre-training dataset size and diversity on single-cell foundation model performance.

Alan DenAdel, Madeline Hughes, Akshaya Thoutam

|Mar 11, 2025

Adapting systems biology to address the complexity of human disease in the single-cell era.

David S Fischer, Martin A Villanueva, Peter S Winter

|Jul 08, 2024

Mechanisms of Resistance to Oncogenic KRAS Inhibition in Pancreatic Cancer.

Julien Dilly, Megan T Hoffman, Laleh Abbassi

Pageof 2

Frequent Collaborators

Srivatsan Raghavan

Ava P Amini

Lorin Crawford

Alex K Shalek

Andrew W Navia

Nicolo Fusi

Jonathan A Nowak

Michelle L Ramseier

Kevin S Kapner

Brian M Wolpin

Frequent Collaborators

Srivatsan Raghavan

Ava P Amini

Lorin Crawford

Alex K Shalek