Area of research
Oncology · Molecular Biology
Research interest
Research interests include Cutaneous Melanoma Detection and Management, Melanoma and MAPK Pathways, Cancer Immunotherapy and Biomarkers, and AI in cancer detection.
Early versus late response to PD-1-based immunotherapy in metastatic melanoma
Shortened progression free and overall survival to immune-checkpoint inhibitors in BRAF-, RAS- and NF1- (“Triple”) wild type melanomas
Characterisation and outcome of RAC1 mutated melanoma
Deep Learning Assisted Diagnosis of Onychomycosis on Whole-Slide Images
Genetic characterization of advanced conjunctival melanoma and response to systemic treatment
Genetic and methylation profiles distinguish benign, malignant and spitzoid melanocytic tumors
Clinical and pathological characteristics of familial melanoma with germline <scp><i>TERT</i></scp> promoter variants
Genetic and Methylation Analysis of CTNNB1 in Benign and Malignant Melanocytic Lesions
NF1-mutated melanomas reveal distinct clinical characteristics depending on tumour origin and respond favourably to immune checkpoint inhibitors
TERT promoter mutations are associated with longer progression-free and overall survival in patients with BRAF-mutant melanoma receiving BRAF and MEK inhibitor therapy
Molecular pathology as a diagnostic aid in difficult-to-classify melanocytic tumours with spitzoid morphology
Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study
Macrophages/Microglia Represent the Major Source of Indolamine 2,3-Dioxygenase Expression in Melanoma Metastases of the Brain
Salivary cortisol levels and anxiety in melanoma patients undergoing sentinel lymph node excision under local anesthesia versus general anesthesia: a prospective study
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task
Superior skin cancer classification by the combination of human and artificial intelligence
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task
Pathologist-level classification of histopathological melanoma images with deep neural networks
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks
Multidimensional imaging provides evidence for down-regulation of T cell effector function by MDSC in human cancer tissue
Clinical and genetic analysis of melanomas arising in acral sites
The prognostic value of sentinel lymph nodes on distant metastasis–free survival in patients with high-risk squamous cell carcinoma
Frequent Occurrence of NRAS and BRAF Mutations in Human Acral Naevi
Postsurgical Treatment of Split Skin Graft Donor Sites in Dermatological Departments
Laser-Assisted Delivery Of Cold Atmospheric Plasma In Unresectable Cutaneous Metastasis In Melanoma Patients
Photoaging Mobile Apps as a Novel Opportunity for Melanoma Prevention: Pilot Study
A Medical Student-Delivered Smoking Prevention Program, Education Against Tobacco, for Secondary Schools in Germany: Randomized Controlled Trial