Michael Cummings
Contact Info
Phone: 301.405.9903
Office: 3240 Brendan Iribe Center
Michael Cummings
Professor
Professor, UMIACS
Director, Data Science and Analytics M.S. Program
Director, Bioinformatics and Computational Biology M.S. Program

Teaching

  • BSCI 471: Molecular Evolution
  • BISI 620: Bioinformatics and Genomics
  • BIOL 671: Molecular Evolution
  • DATA 698: Research Methods and Study Design
  • DATA 699: Capstone Research Project

Graduate Program Affiliations


Research Interests

Our research involves bioinformatics and computational biology with a particular focus on data analysis that spans a broad range of biomedical problems. We takes a broadly data science approach to research with objectives including description, hypothesis generation, hypothesis testing, prediction, and use machine learning, statistical and other methods.


Education

  • Ph.D., Harvard University, 1992. Molecular evolution, bioinformatics, computational biology.

All Publications

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Latest Publications via PubMed

Khalil RM,Shulman LM,Gruber-Baldini AL,Reich SG,Savitt JM,Hausdorff JM,Coelln RV,Cummings MP
Biomedicines. 2025 Feb 25;13(3):. doi: 10.3390/biomedicines13030572. Epub 2025 Feb 25
Khalil RM,Shulman LM,Gruber-Baldini AL,Shakya S,Hausdorff JM,von Coelln R,Cummings MP
Sensors (Basel). 2024 Dec 19;24(24):. doi: 10.3390/s24248096. Epub 2024 Dec 19
Chou RT,Ouattara A,Takala-Harrison S,Cummings MP
NPJ Syst Biol Appl. 2024 Nov 13;10(1):133. doi: 10.1038/s41540-024-00465-y. Epub 2024 Nov 13
Khalil RM,Shulman LM,Gruber-Baldini AL,Shakya S,Fenderson R,Van Hoven M,Hausdorff JM,von Coelln R,Cummings MP
Sensors (Basel). 2024 Aug 1;24(15):. doi: 10.3390/s24154983. Epub 2024 Aug 1
Chou RT,Ouattara A,Adams M,Berry AA,Takala-Harrison S,Cummings MP
NPJ Syst Biol Appl. 2024 Apr 27;10(1):44. doi: 10.1038/s41540-024-00365-1. Epub 2024 Apr 27
Hsueh HT,Chou RT,Rai U,Kolodziejski P,Liyanage W,Pejavar J,Mozzer A,Davison C,Appell MB,Kim YC,Leo KT,Kwon H,Sista M,Anders NM,Hemingway A,Rompicharla SVK,Pitha I,Zack DJ,Hanes J,Cummings MP,Ensign LM
J Control Release. 2023 Oct;362:371-380. doi: 10.1016/j.jconrel.2023.08.058. Epub 2023 Sep 4
Hsueh HT,Chou RT,Rai U,Liyanage W,Kim YC,Appell MB,Pejavar J,Leo KT,Davison C,Kolodziejski P,Mozzer A,Kwon H,Sista M,Anders NM,Hemingway A,Rompicharla SVK,Edwards M,Pitha I,Hanes J,Cummings MP,Ensign LM
Nat Commun. 2023 May 2;14(1):2509. doi: 10.1038/s41467-023-38056-w. Epub 2023 May 2
Goodheart JA,Collins AG,Cummings MP,Egger B,Rawlinson KA
R Soc Open Sci. 2023 Mar;10(3):220939. doi: 10.1098/rsos.220939. Epub 2023 Mar 29
Commichaux S,Shah N,Ghurye J,Stoppel A,Goodheart JA,Luque GG,Cummings MP,Pop M
Bioinformatics. 2021 Sep 29;37(18):2848-2857. doi: 10.1093/bioinformatics/btab216. Epub
Ayres DL,Cummings MP,Baele G,Darling AE,Lewis PO,Swofford DL,Huelsenbeck JP,Lemey P,Rambaut A,Suchard MA
Syst Biol. 2019 Nov 1;68(6):1052-1061. doi: 10.1093/sysbio/syz020. Epub