Area of research
Oncology · Epidemiology
Research interest
Research interests include Cutaneous Melanoma Detection and Management, Nonmelanoma Skin Cancer Studies, AI in cancer detection, and Cutaneous lymphoproliferative disorders research.
Dermoscopy in Merkel Cell Carcinoma-A Multicenter Retrospective Study of the International Dermoscopy Society.
MILK10k: A Hierarchical Multimodal Imaging-Learning Toolkit for Diagnosing Pigmented and Nonpigmented Skin Cancer and its Simulators.
BRAF V600E: A paradigm shift unfolding before our eyes.
Artificial Intelligence and Skin Disease Scoring: An Opportunity to Reset the Standards.
Dermoscopic features of labial melanotic macules in diverse skin types.
A Paradigm Shift in the Pathophysiology and Treatment of Chronic Kidney Disease-Associated Pruritus.
Incubating artificial intelligence initiatives and careers in dermatology.
Clarifying follow-up duration, risk features and limitations in longitudinal melanonychia monitoring.
AI and Digital Tools in Dermatology: Addressing Access and Misinformation.
International Dermoscopy Society consensus recommendations for the management of lentigo maligna.
A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology
A multimodal vision foundation model for clinical dermatology.
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.
Dermoscopy in Merkel Cell Carcinoma—A Multicenter Retrospective Study of the International Dermoscopy Society
International Skin Imaging Collaboration-Designated Diagnoses (ISIC-DX): Consensus terminology for lesion diagnostic labeling.
DERMA-OCTA: A Comprehensive Dataset and Preprocessing Pipeline for Dermatological OCTA Vessel Segmentation.
Effect of patient-contextual skin images in human- and artificial intelligence-based diagnosis of melanoma: Results from the 2020 SIIM-ISIC melanoma classification challenge.
Digital dermoscopy follow-up for acquired longitudinal melanonychia.
A Diagnosis of Dysplastic Naevus has no Clinical Relevance and Unnecessarily Confounds Therapeutic Decision‐Making
The BRAAFF-Annotated Acral Lesions Dataset (BALD): A Curated Set of Dermatoscopic Images of Acral Melanoma and Nevi from Various Sources.
A clinical-dermoscopic risk scoring model for early melanoma of the soles: The iDScore_plantar.
Rethinking Melanocytic Tumors: A Critical Appraisal of the WHO Classification and the Myth of Nevus-to-Melanoma Progression.
Automated triage of cancer-suspicious skin lesions with 3D total-body photography.
Special Issue on Artificial Intelligence in Dermatology: A Call for Collaborative Innovation.
Artificial intelligence-enhanced skin self-examinations for skin cancer detection- potential benefits and challenges: insights from an international multidisciplinary expert meeting.
A case of vulvar lichen planus pigmentosus with true melanocytic nests mimicking a melanocytic lesion.
Dermoscopic Image Digital Post-Processing Perception and Use Among Members of the International Dermoscopy Society: Results of a Web-based Survey.
A Case of Eccrine Poroma With MAY Globules: Visualization Through Ultraviolet, Sub-Ultraviolet, Polarized, and Non-Polarized Dermatoscopy.
Impact of image preprocessing on dermatological OCTA vessel segmentation: a DERMA-OCTA study.