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Showing 1–4 of 4 results

Advanced filters: Author: Máté E. Maros Clear advanced filters

Longitudinal automated brain volumetry versus expert visual assessment of atrophy progression on MRI: an exploratory study

Max Gebest
Christel Weiß
Máté E. Maros
ResearchOpen Access29 Apr 2025
Scientific Reports

Volume: 15, P: 1-10
Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data

Nandhini Santhanam
Hee E. Kim
Máté E. Maros
ResearchOpen Access25 Apr 2025
npj Digital Medicine

Volume: 8, P: 1-10
Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings

Máté E. Maros
Chang Gyu Cho
Holger Wenz
ResearchOpen Access09 Mar 2021
Scientific Reports

Volume: 11, P: 1-18
Machine learning workflows to estimate class probabilities for precision cancer diagnostics on DNA methylation microarray data

This work compares several ML and calibration algorithms for classifying tumor DNA methylation profiles. The resulting protocol provides workflows for selecting, training and calibrating ML algorithms to generate well-calibrated multiclass probability estimates.

Máté E. Maros
David Capper
Martin Sill
Protocols13 Jan 2020
Nature Protocols

Volume: 15, P: 479-512