Titus J. Brinker

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

2021 · 241 Zit. · European Journal of Cancer

Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective

2020 · 188 Zit. · Frontiers in Medicine

Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark

2019 · 154 Zit. · European Journal of Cancer

Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study

2020 · 88 Zit. · Journal of Medical Internet Research

Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

2021 · 65 Zit. · European Journal of Cancer

Large language model use in clinical oncology

2024 · 62 Zit. · npj Precision Oncology

Robustness of convolutional neural networks in recognition of pigmented skin lesions

2021 · 58 Zit. · European Journal of Cancer

Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics

2024 · 48 Zit. · JAMA Dermatology

Digital Natives’ Preferences on Mobile Artificial Intelligence Apps for Skin Cancer Diagnostics: Survey Study

2021 · 34 Zit. · JMIR mhealth and uhealth

Prompt injection attacks on vision language models in oncology

2025 · 31 Zit. · Nature Communications

Superhuman performance on urology board questions using an explainable language model enhanced with European Association of Urology guidelines

2024 · 18 Zit. · ESMO Real World Data and Digital Oncology

ESMO basic requirements for AI-based biomarkers in oncology (EBAI)

2025 · 14 Zit. · Annals of Oncology

Comparing Patient’s Confidence in Clinical Capabilities in Urology: Large Language Models Versus Urologists

2024 · 13 Zit. · European Urology Open Science

Evaluating interactions of patients with large language models for medical information

2025 · 12 Zit. · British Journal of Urology

Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer

2025 · 6 Zit. · Nature Communications