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.

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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

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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

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2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsNeurobiology of AgingPeer-reviewedMar 1, 2021

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…·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.

78 citations

humanimaging

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