Karl Kumbier, PhD

Title(s)Data Scientist, Pharmaceutical Chemistry
SchoolSchool of Pharmacy
Address1700 4th St, #408
San Francisco CA 94158
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    1. Dissecting the effects of GTPase and kinase domain mutations on LRRK2 endosomal localization and activity. Cell Rep. 2023 05 30; 42(5):112447. Rinaldi C, Waters CS, Li Z, Kumbier K, Rao L, Nichols RJ, Jacobson MP, Wu LF, Altschuler SJ. PMID: 37141099.
      View in: PubMed   Mentions: 1     Fields:    Translation:Cells
    2. Selection of Optimal Cell Lines for High-Content Phenotypic Screening. ACS Chem Biol. 2023 04 21; 18(4):679-685. Heinrich L, Kumbier K, Li L, Altschuler SJ, Wu LF. PMID: 36920184; PMCID: PMC10127200.
      View in: PubMed   Mentions: 1     Fields:    Translation:Cells
    3. Selection of optimal cell lines for high-content phenotypic screening. bioRxiv. 2023 Jan 12. Heinrich L, Kumbier K, Li L, Altschuler SP, Wu LF. PMID: 36711978; PMCID: PMC9882115.
      View in: PubMed   Mentions:
    4. A novel random forest approach to revealing interactions and controls on chlorophyll concentration and bacterial communities during coastal phytoplankton blooms. Sci Rep. 2021 10 07; 11(1):19944. Cheng Y, Bhoot VN, Kumbier K, Sison-Mangus MP, Brown JB, Kudela R, Newcomer ME. PMID: 34620921; PMCID: PMC8497483.
      View in: PubMed   Mentions: 1     Fields:    Translation:CellsPHPublic Health
    5. Veridical data science. Proc Natl Acad Sci U S A. 2020 02 25; 117(8):3920-3929. Yu B, Kumbier K. PMID: 32054788; PMCID: PMC7049126.
      View in: PubMed   Mentions: 19     Fields:    
    6. Definitions, methods, and applications in interpretable machine learning. Proc Natl Acad Sci U S A. 2019 10 29; 116(44):22071-22080. Murdoch WJ, Singh C, Kumbier K, Abbasi-Asl R, Yu B. PMID: 31619572; PMCID: PMC6825274.
      View in: PubMed   Mentions: 141     Fields:    
    7. Iterative random forests to discover predictive and stable high-order interactions. Proc Natl Acad Sci U S A. 2018 02 20; 115(8):1943-1948. Basu S, Kumbier K, Brown JB, Yu B. PMID: 29351989; PMCID: PMC5828575.
      View in: PubMed   Mentions: 60     Fields:    Translation:AnimalsCells
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