Regina Barzilay

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “A Deep Learning Approach to Antibiotic Discovery”.

A Deep Learning Approach to Antibiotic Discovery

Cell(2020)10.1016/j.cell.2020.01.021

N/A

1.1DataRank · unranked

2079 citations

Kevin Yang, Kyle Swanson, Wengong Jin, Andrés Cubillos-Ruiz, Nina M. Donghia +15 more

Deep Learning to Estimate RECIST in Patients with NSCLC Treated with PD-1 Blockade

Cancer Discovery(2020)10.1158/2159-8290.cd-20-0419

N/A

0DataRank · unranked

68 citations

Anh Tuan Luu, Jia Luo, Hira Rizvi, Andrew J. Plodkowski, Mustafa Sakhi +11 more

Deep learning identifies synergistic drug combinations for treating COVID-19

Proceedings of the National Academy of Sciences(2021)10.1073/pnas.2105070118

N/A

0DataRank · unranked

174 citations

Jonathan Stokes, Richard T. Eastman, Zina Itkin, Alexey Zakharov, James J. Collins +3 more

Distinct chemical environments in biomolecular condensates

Nature Chemical Biology(2023)10.1038/s41589-023-01432-0

N/A

0DataRank · unranked

108 citations

Peter G. Mikhael, Kalon J. Overholt, Ann Boija, Nancy M. Hannett, Catherine Van Dongen +5 more

Improving Protein Optimization with Smoothed Fitness Landscapes

arXiv (Cornell University)(2023)10.48550/arxiv.2307.00494

N/A

0DataRank · unranked

3 citations

Jason Yim, Raman Samusevich, Bracha, Shahar, Tommi Jaakkola, Regina Barzilay +2 more

Deep Confident Steps to New Pockets: Strategies for Docking Generalization

PubMed(2024)10.48550/arxiv.2402.18396

N/A

0DataRank · unranked

27 citations

Arthur Deng, Benjamin Fry, Nicholas F. Polizzi, Regina Barzilay, Tommi Jaakkola +1 more

Protein codes promote selective subcellular compartmentalization

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.15.589616

N/A

0DataRank · unranked

8 citations

Itamar Chinn, Peter G. Mikhael, Ilan Mitnikov, Catherine Van Dongen, G Zylberberg +7 more

Protein codes promote selective subcellular compartmentalization

Science(2025)10.1126/science.adq2634

N/A

0DataRank · unranked

87 citations

Itamar Chinn, Peter G. Mikhael, Ilan Mitnikov, Catherine Van Dongen, G Zylberberg +7 more

Deep learning enhances the prediction of HLA class I-presented CD8+ T cell epitopes in foreign pathogens

Nature Machine Intelligence(2025)10.1038/s42256-024-00971-y

N/A

0DataRank · unranked

32 citations

Anusha Nathan, Nitan Shalon, Charles R. Crain, Rhoda Tano-Menka, Benjamin Goldberg +4 more

AI-driven discovery of synergistic drug combinations against pancreatic cancer

Nature Communications(2025)10.1038/s41467-025-56818-6

N/A

0DataRank · unranked

24 citations

Sankalp Jain, Elena Barnaeva, Wengong Jin, Joshua E. Hochuli, Zina Itkin +14 more