2018
Correlating nuclear morphometric patterns with estrogen receptor status in breast cancer pathologic specimens
Rawat RR, Ruderman D, Macklin P, Rimm DL, Agus DB. Correlating nuclear morphometric patterns with estrogen receptor status in breast cancer pathologic specimens. Npj Breast Cancer 2018, 4: 32. PMID: 30211313, PMCID: PMC6123433, DOI: 10.1038/s41523-018-0084-4.Peer-Reviewed Original ResearchEstrogen receptor statusInvasive ductal carcinomaER statusEstrogen receptorReceptor statusPercent of cellsHormonal therapyDuctal carcinomaImmunohistochemistry stainingHistology patternPathway statusPatient samplesPathway activationPilot studyNuclear featuresDeep neural networksTissue coresNeural networkReceptorsFuture studiesStatusTissue morphologyBiological featuresDeep learning approachCarcinoma
2017
A Quantitative Comparison of Antibodies to Programmed Cell Death 1 Ligand 1
Gaule P, Smithy JW, Toki M, Rehman J, Patell-Socha F, Cougot D, Collin P, Morrill P, Neumeister V, Rimm DL. A Quantitative Comparison of Antibodies to Programmed Cell Death 1 Ligand 1. JAMA Oncology 2017, 3: 256-259. PMID: 27541827, PMCID: PMC5491359, DOI: 10.1001/jamaoncol.2016.3015.Peer-Reviewed Original ResearchPD-L1 expressionPD-L1Tissue microarrayImmunohistochemical analysisCell death 1 ligand 1PD-1 axis inhibitorsDeath 1 ligand 1Quantitative immunofluorescenceCell linesPredictive diagnostic testsTumor tissue coresPD-L1 proteinPrediction of responseYale Pathology archivesLung cancerClinical utilityPathology archivesDiagnostic testsMonoclonal antibodiesAntibodiesTissue controlsProtein levelsTissue coresLigand 1Concordant results