Author

J. Hazard

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Cell Biology· 1 Microbiology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Organism:human· 2 Assay:imaging· 2 Approach:machine learning (classical)· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1

Frequent Co-Authors

M. Fan· 2 shared Z. Armstrong· 2 shared A. Daigavane· 1 shared A. Duren-Lubanski· 1 shared A. Geraschenko· 1 shared A. Narayanaswamy· 1 shared B. Fischbacher· 1 shared B. Migliori· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersCell Biology

M. Fan

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts

L. Schiff, B. Migliori, Y. Chen, D. Carter, C. Bonilla, J. Hall, M. Fan, E. Tam, S. Ahadi, B. Fischbacher, A. Geraschenko, C. J. Hunter, S. Venugopalan, S. DesMarteau, A. Narayanaswamy, , Yang

This study develops a platform combining deep learning and high-content imaging to identify disease-specific phenotypes in Parkinson's fibroblasts, achieving high accuracy in distinguishing disease subtypes.

bioRxiv · Nov 13, 2020Cell Biology

A machine learning approach to define antimalarial drug action from heterogeneous cell-based screens

G. W. Ashdown, M. Dimon, M. Fan, F. S.-R. Teran, K. Witmer, D. C. A. Gaboriau, Z. Armstrong, J. Hazard, D. M. Ando, J. Baum

The paper develops a semi-supervised machine learning method to classify drug-induced morphological changes in malaria parasite cultures, enabling clustering of drugs by mechanism of action.

bioRxiv · Dec 19, 2019Microbiology