Area of research
Oncology · Epidemiology
Research interest
Research interests include Cutaneous Melanoma Detection and Management, Nonmelanoma Skin Cancer Studies, AI in cancer detection, and Artificial Intelligence in Healthcare and Education.
International Dermoscopy Society consensus recommendations for the management of lentigo maligna.
Incubating artificial intelligence initiatives and careers in dermatology.
Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health
A scRNA-seq atlas of chronic inflammatory skin diseases
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.
Efficacy and tolerability of neoadjuvant therapy with Talimogene laherparepvec in cutaneous basal cell carcinoma: a phase II trial (NeoBCC trial).
Dermoscopy in Merkel Cell Carcinoma—A Multicenter Retrospective Study of the International Dermoscopy Society
Multimodal Image Dataset for AI-Based Skin Cancer (MIDAS) Benchmarking
Effect of patient-contextual skin images in human- and artificial intelligence-based diagnosis of melanoma: Results from the 2020 SIIM-ISIC melanoma classification challenge.
A clinical-dermoscopic risk scoring model for early melanoma of the soles: The iDScore_plantar.
Predictive models of melanoma metastasis based on dermatoscopy in an international retrospective human reader study.
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma.
Position statement of the EADV Artificial Intelligence (AI) Task Force on AI-assisted smartphone apps and web-based services for skin disease.
Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy.
Prediction of melanoma metastasis using dermatoscopy deep features: an international multicentre cohort study.
Comparative Analysis of AI Models for Atypical Pigmented Facial Lesion Diagnosis.
Developments in digital intelligence for dermatology.
Stiffness-dependent LOX regulation via HIF-1 drives extracellular matrix modifications in psoriasis
Multimodal Image Dataset for AI-based Skin Cancer (MIDAS) Benchmarking
Verrucous cutaneous lesions on the arm of unusual origin
Comparison of humans versus mobile phone-powered artificial intelligence for the diagnosis and management of pigmented skin cancer in secondary care: a multicentre, prospective, diagnostic, clinical trial
Position statement of the <scp>EADV</scp> Artificial Intelligence (<scp>AI</scp>) Task Force on <scp>AI</scp>‐assisted smartphone apps and web‐based services for skin disease
A reinforcement learning model for AI-based decision support in skin cancer.
Delphi Consensus Among International Experts on the Diagnosis, Management, and Surveillance for Lentigo Maligna
Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy
Integrated diagnosis of nevi with severely atypical features and impact of second opinions.
Evaluating a CDS Hook for FHIR Questionnaires in a SMART on FHIR App and an Existing Dermatological CDS System