Todd Hollon
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Methods and Impact for Using Federated Learning to Collaborate on Clinical Research
2022 · 19 Zit. · Neurosurgery
Generating novel pituitary datasets from open-source imaging data and deep volumetric segmentation
2022 · 3 Zit. · Pituitary
Predicting therapeutic clinical trial enrollment for adult patients with low- and high-grade glioma using supervised machine learning
2025 · 2 Zit. · Science Advances
Learning neuroimaging models from health system-scale data
2026 · 1 Zit. · Nature Biomedical Engineering
Health system learning achieves generalist neuroimaging models
2025 · 0 Zit. · Research Square
Predicting Early Postoperative Outcomes after Pituitary Adenoma Surgery Using a Machine Learning Approach
2018 · 0 Zit. · Journal of Neurological Surgery Part B Skull Base
Towards Scalable Language-Image Pre-training for 3D Medical Imaging
2025 · 0 Zit. · ArXiv.org
316 Neurosurgical Federated Learning: A Multi-Center Collaboration to Detect Intracranial Hemorrhage Without Directly Sharing Data
2023 · 0 Zit. · Neurosurgery
Learning neuroimaging models from health system-scale data
2025 · 0 Zit. · Research Square
Natural Language Processing Methods Automate Molecular Marker Extraction From Glioma Pathology Reports
2026 · 0 Zit. · Neurosurgery
139 General Machine Intelligence for Clinical Neuroimaging
2026 · 0 Zit. · Neurosurgery