2019
Crowdsourcing to delineate skin affected by chronic graft‐vs‐host disease
Tkaczyk E, Coco J, Wang J, Chen F, Ye C, Jagasia M, Dawant B, Fabbri D. Crowdsourcing to delineate skin affected by chronic graft‐vs‐host disease. Skin Research And Technology 2019, 25: 572-577. PMID: 30786065, PMCID: PMC6719554, DOI: 10.1111/srt.12688.Peer-Reviewed Original ResearchConceptsChronic graftHost diseaseAffected skinPercent body surface areaBody surface areaBoard-certified dermatologistsCurrent clinical standardMedian Dice indexCGVHD patientsPrimary outcomeImportant unmetAffected surface areaThree-dimensional photographsClinical standardsFleiss' kappaDiseaseSkinGraftPractical managementWeak correlationHigh agreementKappaConsensus delineationPatients
2018
Segmentation of skin lesions in chronic graft versus host disease photographs with fully convolutional networks
Wang J, Chen F, Dellalana L, Jagasia M, Tkaczyk E, Dawant B. Segmentation of skin lesions in chronic graft versus host disease photographs with fully convolutional networks. 2018, 10575: 105750n. DOI: 10.1117/12.2293334.Peer-Reviewed Original ResearchBody surface areaHematopoietic stem cell transplantationSkin lesionsChronic graftHost diseaseAllogeneic hematopoietic stem cell transplantationInvolved body surface areaSeverity of cGVHDLife-threatening complicationsStem cell transplantationCGVHD patientsCell transplantationPatient morbidityLesionsPatientsSerial photographyCGVHDGraftDiseaseSkinPreliminary studyEncouraging resultsMorbidityComplicationsTransplantation