Author

Howie J. Rosen

University of California, San Francisco

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

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Aggelos K. KatsaggelosiD· 1 shared Ashley A. HeywoodiD· 1 shared Jane K. StocksiD· 1 shared Jinhyeong BaeiD· 1 shared Karteek PopuriiD· 1 shared Lei WangiD· 1 shared Lisanne Michelle JenkinsiD· 1 shared Mirza Faisal BegiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aggelos K. KatsaggelosORCID

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1 paper

Recent·Most cited

Transfer Learning for Predicting Conversion from Mild Cognitive Impairment to Dementia of Alzheimer Type based on 3D-Convolutional Neural Network

Jinhyeong Bae, Jane K. Stocks, Ashley A. Heywood, Youngmoon Jung, Lisanne Michelle Jenkins, Virginia B. Hill, Aggelos K. Katsaggelos, Karteek Popuri, Howie J. Rosen, Mirza Faisal Beg, Lei Wang

This paper develops a 3D-CNN model using transfer learning to predict conversion from MCI to DAT, achieving 82.4% accuracy and identifying key brain regions associated with disease progression.

Neurobiology of Aging · Mar 1, 2021Peer-reviewedBioinformatics