2024
Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models
Elfer K, Gardecki E, Garcia V, Ly A, Hytopoulos E, Wen S, Hanna M, Peeters D, Saltz J, Ehinger A, Dudgeon S, Li X, Blenman K, Chen W, Green U, Birmingham R, Pan T, Lennerz J, Salgado R, Gallas B. Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models. Modern Pathology 2024, 37: 100439. PMID: 38286221, DOI: 10.1016/j.modpat.2024.100439.Peer-Reviewed Original ResearchArtificial intelligenceAnnotation of medical imagesMedical imagesTesting artificial intelligenceTest data setsArtificial intelligence modelsAnnotation effortEvaluative annotationsDiagnostic image analysisIntelligence modelsAnnotation workflowData setsDigital pathologyAnnotationQuality frameworkIntelligenceArtificialWorkflowImage analysisPrediction modelMetadataConsolidated Standards of Reporting TrialsFrameworkImagesStandards for Reporting Diagnostic Accuracy
2020
Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group
Amgad M, Stovgaard ES, Balslev E, Thagaard J, Chen W, Dudgeon S, Sharma A, Kerner JK, Denkert C, Yuan Y, AbdulJabbar K, Wienert S, Savas P, Voorwerk L, Beck AH, Madabhushi A, Hartman J, Sebastian MM, Horlings HM, Hudeček J, Ciompi F, Moore DA, Singh R, Roblin E, Balancin ML, Mathieu MC, Lennerz JK, Kirtani P, Chen IC, Braybrooke JP, Pruneri G, Demaria S, Adams S, Schnitt SJ, Lakhani SR, Rojo F, Comerma L, Badve SS, Khojasteh M, Symmans WF, Sotiriou C, Gonzalez-Ericsson P, Pogue-Geile KL, Kim RS, Rimm DL, Viale G, Hewitt SM, Bartlett JMS, Penault-Llorca F, Goel S, Lien HC, Loibl S, Kos Z, Loi S, Hanna MG, Michiels S, Kok M, Nielsen TO, Lazar AJ, Bago-Horvath Z, Kooreman LFS, van der Laak JAWM, Saltz J, Gallas BD, Kurkure U, Barnes M, Salgado R, Cooper LAD. Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group. Npj Breast Cancer 2020, 6: 16. PMID: 32411818, PMCID: PMC7217824, DOI: 10.1038/s41523-020-0154-2.Peer-Reviewed Original ResearchTumor-infiltrating lymphocytesComputer-aided diagnosticsPotential of machineAssessment of algorithmsInternational Immuno-Oncology Biomarker Working GroupHER2-positive breast cancerBiomarker Working GroupComputational workflowPrognostic workflowsVisual guidelinesTIL assessmentInfiltrating lymphocytesBreast cancerPredictive featuresSolid tumorsInter-reader variabilityWorkflowClinical validationComputational assessmentRipe opportunityComputational methodsReporting guidelinesLymphocytesVisual scoringClinical translation