Prediction of local failure after stereotactic radiotherapy in melanoma brain metastases using ensemble learning on clinical, dosimetric, and radiomic data

Authors

Institutions

Publication Details

Journal
Radiation Oncology
Published
2026-03-21
DOI
https://doi.org/10.1186/s13014-026-02825-w
Primary Topic
Brain Metastases and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prediction of local failure after stereotactic radiotherapy in melanoma brain metastases using ensemble learning on clinical, dosimetric, and radiomic data

Horst Urbach, O. Blanck, Maxim Zaitsev, I. Popp et al.
Radiation Oncology
Brain Metastases and Treatment
article

Prediction of local failure after stereotactic radiotherapy in melanoma brain metastases using ensemble learning on clinical, dosimetric, and radiomic data

Horst Urbach, O. Blanck, Maxim Zaitsev, I. Popp, Jan Caspar Peeken, Ilias Sachpazidis, Tobias Fechter, Nanna Wielenberg, Prof Anca-Ligia Grosu, Lucas Zander, Dimos Baltas, Stephanie E. Combs
article en

Abstract

No abstract available for this paper.
Radiation Oncology
University Medical Center Freiburg (DE), TUM Klinikum (DE), University Hospital Schleswig-Holstein (DE), University of Lübeck (DE)
No poverty
Openalex Percentile: Top 15%
Brain Metastases and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.