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L

Lorin Crawford

microsoft

20H-index
139Paper Count
2.0KCitation Count
Published Papers 32
Publication Date
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Evaluating the role of pretraining dataset size and diversity on single-cell foundation model performance
errNature Methods
IF32.1
err2026-06-09
err0
PREAI
errAlan DenAdel; Madeline Hughes; Akshaya Thoutam; Anay Gupta; Andrew W. Navia; Nicolo Fusi; Srivatsan Raghavan; Peter S. Winter; Ava P. Amini; Lorin Crawford
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errSave
Characterizing clinical toxicity in cancer combination therapies
errBioinformatics
IF5.4
err2026-02-01
err1
errOAAI
errWong, Alexandra M.; Meier-Scherling, Cecile P. G.; Crawford, Lorin
errShare
errSave
Improving atlas-scale single-cell annotation models with hierarchical cross-entropy loss
errNature Computational Science
IF18.3
err2026-01-01
err0
errOAAI
errdi Montesano, Sebastiano Cultrera; D'ascenzo, Davide; Raghavan, Srivatsan; Amini, Ava P.; Winter, Peter S.; Crawford, Lorin
errShare
errSave
ML-MAGES enables multivariate genetic association analyses with genes and effect size shrinkage
errGENOME RESEARCH
IF5.5
err2025-12-01
err1
PREAI
errLiu, Xiran; Crawford, Lorin; Ramachandran, Sohini
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errSave
Sparse modeling of interactions enables fast detection of genome-wide epistasis in biobank-scale studies
erramerican journal of human genetics
IF0
err2025-07-29
err0
errOAAI
errJulian Stamp; Samuel Pattillo Smith; Daniel Weinreich; Lorin Crawford
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errSave
Epistasis in cardiac traits
errcardiovascular research
IF10.8
err2025-06-05
err0
PREAI
errJulian Stamp; Lorin Crawford
errShare
errSave
Zero-shot evaluation reveals limitations of single-cell foundation models
errGENOME BIOLOGY
IF9.4
err2025-04-18
err0
errOAAI
errKedzierska, Kasia Z.; Crawford, Lorin; Amini, Ava P.; Lu, Alex X.
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errSave
Artificial variables help to avoid over-clustering in single-cell RNA sequencing
errAMERICAN JOURNAL OF HUMAN GENETICS
IF8.1
err2025-04-01
err0
PREAI
errDenAdel, Alan; Ramseier, Michelle L.; Navia, Andrew W.; Shalek, Alex K.; Raghavan, Srivatsan; Winter, Peter S.; Amini, Ava P.; Crawford, Lorin
errShare
errSave
Incorporation of Epstein-Barr viral variation implicates significance of Latent Membrane Protein 1 in survival prediction and prognostic subgrouping in Burkitt lymphoma
errINTERNATIONAL JOURNAL OF CANCER
IF4.7
err2025-03-01
err0
PREAI
errKim, Isaac E.; Oduor, Cliff; Stamp, Julian; Luftig, Micah A.; Moormann, Ann M.; Crawford, Lorin; Bailey, Jeffrey A.
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errSave
Scalable, compressed phenotypic screening using pooled perturbations
errNATURE BIOTECHNOLOGY
IF41.7
err2024-10-07
err0
errOAAI
errLiu, Nuo; Kattan, Walaa E.; Mead, Benjamin E.; Kummerlowe, Conner; Cheng, Thomas; Ingabire, Sarah; Cheah, Jaime H.; Soule, Christian K.; Vrcic, Anita; Mcininch, Jane K.; Triana, Sergio; Guzman, Manuel; Dao, Tyler T.; Peters, Joshua M.; Lowder, Kristen E.; Crawford, Lorin; Amini, Ava P.; Blainey, Paul C.; Hahn, William C.; Cleary, Brian; Bryson, Bryan; Winter, Peter S.; Raghavan, Srivatsan; Shalek, Alex K.
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errSave
Randomness of Shapes and Statistical Inference on Shapes via the Smooth Euler Characteristic Transform
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-05-31
err3
errOAAI
errMeng, Kun; Wang, Jinyu; Crawford, Lorin; Eloyan, Ani
errShare
errSave
Partnering With Authors to Enhance Reproducibility at JASA
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-04-25
err1
PREAI
errWrobel, Julia; Hector, Emily C.; Crawford, Lorin; Mcgowan, Lucy D'Agostino; da Silva, Natalia; Goldsmith, Jeff; Hicks, Stephanie; Kane, Michael; Lee, Youjin; Mayrink, Vinicius; Paciorek, Christopher J.; Usher, Therri; Wolfson, Julian
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errSave
A spectrum of explainable and interpretable machine learning approaches for genomic studies
errWILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS
IF5.4
err2023-05-04
err6
errOAAI
errConard, Ashley Mae; DenAdel, Alan; Crawford, Lorin
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errSave
Enrichment analyses identify shared associations for 25 quantitative traits in over 600,000 individuals from seven diverse ancestries
errAMERICAN JOURNAL OF HUMAN GENETICS
IF8.1
err2022-05-01
err7
errOAAI
errSmith, Samuel Pattillo; Shahamatdar, Sahar; Cheng, Wei; Zhang, Selena; Paik, Joseph; Graff, Misa; Haiman, Christopher; Matise, T. C.; North, Kari E.; Peters, Ulrike; Kenny, Eimear; Gignoux, Chris; Wojcik, Genevieve; Crawford, Lorin; Ramachandran, Sohini
errShare
errSave
Misuse of the term 'trans-ethnic' in genomics research
errNATURE GENETICS
IF31.8
err2021-11-05
err8
PREAI
errKamariza, Mireille; Crawford, Lorin; Jones, David; Finucane, Hilary
errShare
errSave
Multi-scale inference of genetic trait architecture using biologically annotated neural networks
errPLOS GENETICS
IF3.7
err2021-08-19
err17
errOAAI
errDemetci, Pinar; Cheng, Wei; Darnell, Gregory; Zhou, Xiang; Ramachandran, Sohini; Crawford, Lorin
errShare
errSave
MegaLMM: Mega-scale linear mixed models for genomic predictions with thousands of traits
errGENOME BIOLOGY
IF9.4
err2021-07-23
err32
errOAAI
errRuncie, Daniel E.; Qu, Jiayi; Cheng, Hao; Crawford, Lorin
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errSave
Natural variation in the regulation of neurodevelopmental genes modifies flight performance in Drosophila
errPLOS GENETICS
IF3.7
err2021-03-18
err7
errOAAI
errSpierer, Adam N.; Mossman, Jim A.; Smith, Samuel Pattillo; Crawford, Lorin; Ramachandran, Sohini; Rand, David M.
errShare
errSave
The Landscape of Glycogen Synthase Kinase-3 Beta Genomic Alterations in Cancer
errMOLECULAR CANCER THERAPEUTICS
IF5.5
err2021-01-05
err8
errOAAI
errBorden, Brittany A.; Baca, Yasmine; Xiu, Joanne; Tavora, Fabio; Winer, Ira; Weinberg, Benjamin A.; Vanderwalde, Ari M.; Darabi, Sourat; Korn, W. Michael; Mazar, Andrew P.; Giles, Francis J.; Crawford, Lorin; Safran, Howard; El-Deiry, Wafik S.; Carneiro, Benedito A.
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errSave
Generating Cell Type-Specific Protein Signatures from Non-symptomatic and Diseased Tissues
errANNALS OF BIOMEDICAL ENGINEERING
IF5.4
err2020-04-17
err1
errOAAI
errSadick, Jessica S.; Crawford, Lorin A.; Cramer, Harry C., III; Franck, Christian; Liddelow, Shane A.; Darling, Eric M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
William C. Hahn
H-index: 147 · Papers: 1.1K
K
Keith T. Flaherty
H-index: 146 · Papers: 1.7K
M
Meenhard Herlyn
H-index: 136 · Papers: 1.7K
C
Channing J. Der
H-index: 127 · Papers: 1.0K
F
Francis J. Giles
H-index: 125 · Papers: 1.2K
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