Julius M. Kernbach

Machine learning in neurosurgery: a global survey

2020 · 79 Zit. · Acta Neurochirurgica

A critical moment in machine learning in medicine: on reproducible and interpretable learning

2024 · 47 Zit. · Acta Neurochirurgica

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles

2021 · 12 Zit. · Acta neurochirurgica. Supplementum

The Artificial Intelligence Doctor: Considerations for the Clinical Implementation of Ethical AI

2021 · 11 Zit. · Acta neurochirurgica. Supplementum

Machine learning-based clinical prediction modeling -- A practical guide for clinicians

2020 · 5 Zit. · arXiv (Cornell University)

Machine learning-based clinical prediction modeling -- A practical guide\n for clinicians

2020 · 4 Zit. · arXiv (Cornell University)

ReXInTheWild: A Unified Benchmark for Medical Photograph Understanding

2026 · 0 Zit. · ArXiv.org

A clinical environment simulator for dynamic AI evaluation

2026 · 0 Zit. · Nature Medicine

Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment

2025 · 0 Zit.

Data-driven surgical decision-making – the prediction of resectability in patients with glioblastoma using machine learning

2021 · 0 Zit. · Brain and Spine

Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study

2025 · 0 Zit. · npj Precision Oncology

ReXInTheWild: A Unified Benchmark for Medical Photograph Understanding

2026 · 0 Zit. · arXiv (Cornell University)

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV—A Practical Approach to Binary Classification Problems

2021 · 0 Zit. · Acta neurochirurgica. Supplementum