1. Unsupervised machine learning reveals risk stratifying glioblastoma tumor cells. Leelatian N, Sinnaeve J, Mistry AM, Barone SM, Brockman AA, Diggins KE, Greenplate AR, Weaver KD, Thompson RC, Chambless LB, Mobley BC, Ihrie RA, Irish JM (2020) Elife
    › Primary publication · 32573435 (PubMed) · PMC7340505 (PubMed Central)
  2. Unsupervised machine learning reveals key immune cell subsets in COVID-19, rhinovirus infection, and cancer therapy. Barone SM, Paul AGA, Muehling LM, Lannigan JA, Kwok WW, Turner RB, Woodfolk JA, Irish JM (2020) bioRxiv
    › Primary publication · 32766581 (PubMed) · PMC7402038 (PubMed Central)
  3. Treg sensitivity to FasL and relative IL-2 deprivation drive idiopathic aplastic anemia immune dysfunction. Lim SP, Costantini B, Mian SA, Perez Abellan P, Gandhi S, Martinez Llordella M, Lozano JJ, Antunes Dos Reis R, Povoleri GAM, Mourikis TP, Abarrategi A, Ariza-McNaughton L, Heck S, Irish JM, Lombardi G, Marsh JCW, Bonnet D, Kordasti S, Mufti GJ (2020) Blood 136(7): 885-897
    › Primary publication · 32294156 (PubMed)
  4. Training Novices in Generation and Analysis of High-Dimensional Human Cell Phospho-Flow Cytometry Data. Roe CE, Hayes MJ, Barone SM, Irish JM (2020) Curr Protoc Cytom 93(1): e71
    › Primary publication · 32250555 (PubMed)
  5. Mass cytometry defines distinct immune profile in germinal center B-cell lymphomas. Roussel M, Lhomme F, Roe CE, Bartkowiak T, Gravelle P, Laurent C, Fest T, Irish JM (2020) Cancer Immunol Immunother 69(3): 407-420
    › Primary publication · 31919622 (PubMed)
  6. High-Dimensional Data Analysis Algorithms Yield Comparable Results for Mass Cytometry and Spectral Flow Cytometry Data. Ferrer-Font L, Mayer JU, Old S, Hermans IF, Irish J, Price KM (2020) Cytometry A 97(8): 824-831
    › Primary publication · 32293794 (PubMed)
  7. CD28 costimulation drives tumor-infiltrating T cell glycolysis to promote inflammation. Beckermann KE, Hongo R, Ye X, Young K, Carbonell K, Healey DCC, Siska PJ, Barone S, Roe CE, Smith CC, Vincent BG, Mason FM, Irish JM, Rathmell WK, Rathmell JC (2020) JCI Insight 5(16)
    › Primary publication · 32814710 (PubMed) · PMC7455120 (PubMed Central)
  8. Picturing Polarized Myeloid Phagocytes and Regulatory Cells by Mass Cytometry. Roussel M, Bartkowiak T, Irish JM (2019) Methods Mol Biol : 217-226
    › Primary publication · 31077108 (PubMed) · PMC6886519 (PubMed Central)
  9. Machine learning reveals chronic graft--host disease phenotypes and stratifies survival after stem cell transplant for hematologic malignancies. Gandelman JS, Byrne MT, Mistry AM, Polikowsky HG, Diggins KE, Chen H, Lee SJ, Arora M, Cutler C, Flowers M, Pidala J, Irish JM, Jagasia MH (2019) Haematologica 104(1): 189-196
    › Primary publication · 30237265 (PubMed) · PMC6312024 (PubMed Central)
  10. Location-dependent maintenance of intrinsic susceptibility to mTORC1-driven tumorigenesis. Rushing GV, Brockman AA, Bollig MK, Leelatian N, Mobley BC, Irish JM, Ess KC, Fu C, Ihrie RA (2019) Life Sci Alliance 2(2)
    › Primary publication · 30910807 (PubMed) · PMC6435042 (PubMed Central)