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Hybrid Deep Learning for Survival Prediction in Brain Metastases Using Multimodal MRI and Clinical Data

Cristian Constantin Volovăț, Călin Gheorghe Buzea, Diana-Ioana Boboc, Mădălina-Raluca Ostafe,Maricel Agop, Lăcrămioara Ochiuz, Ștefan Lucian Burlea, Dragoș Ioan Rusu, Laurențiu Bujor, Dragoș Teodor Iancu, Simona Ruxandra Volovăț

Diagnostics (Basel, Switzerland)（2025）

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Key words
prognostic modeling in neuro-oncology,multimodal MRI biomarkers,hybrid deep learning architecture,radiomic feature integration,survival regression in brain metastases
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