- Nonmelanoma Skin Cancer Studies
- Neural Networks and Applications
- Cutaneous Melanoma Detection and Management
- Peripheral Nerve Disorders
- AI in cancer detection
- Fetal and Pediatric Neurological Disorders
- Advanced Neuroimaging Techniques and Applications
Charité - Universitätsmedizin Berlin
2024
University Hospital of Basel
2023
Abstract Background Deep‐learning convolutional neural networks (CNNs) have outperformed even experienced dermatologists in dermoscopic melanoma detection under controlled conditions. It remains unexplored how real‐world image transformations affect CNN robustness. Objectives To investigate the consistency of risk assessment by two commercially available CNNs to help formulate recommendations for current clinical use. Methods A comparative cohort study was conducted from January July 2022 at...
Surgery on the brainstem level is associated with a high-risk of postoperative morbidity. Recently, we have introduced combination navigated transcranial magnetic stimulation (nTMS) and diffusion tensor imaging (DTI) tractography to define functionally relevant motoric fiber tracts support operative planning risk stratification in cavernomas. Evaluate this method assess its clinical impact for surgery gliomas. Patients gliomas were examined preoperatively motor nTMS DTI tractography. A...