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22 Pages

Genetic Algorithm Optimization for Hybrid Deep Learning Prognosis of Reverse Total Shoulder Arthroplasty Rehabilitation

Sotiria Vrouva,
Christos Raptis,
George A. Koumantakis,
George Anastasopoulos,
Efstratios Karavasilis and
Adam Adamopoulos

AI Med.2026, 1(1), 3;https://doi.org/10.3390/aimed1010003

16 December 2025

Within the framework of the ongoing development of application of Machine Learning models in Medicine and Physical Therapy, the development of accurate prognosis algorithms for postoperative patients during the rehabilitation phase remains an area re...

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464 Views

21 Pages

Smarter Hospitals: Machine Learning to Optimize Healthcare

Agostino Marengo,
Vito Santamato and
Massimo Iacoviello

AI Med.2026, 1(1), 2;https://doi.org/10.3390/aimed1010002

27 November 2025

The increasing challenges of healthcare systems demand innovative approaches to resource optimization, particularly for hospitals operating under economic and operational constraints. This study investigates the organizational and managerial factors...

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610 Views

29 Pages

Mapping Anti-HLA Class I Cross-Reactivity for Transplantation Using Interpretable Embedding and Clustering of SAB MFI

Luis Ramalhete,
Rúben Araújo,
Cristiana Teixeira,
Isaias Pedro,
Isabel Silva and
Anibal Ferreira

AI Med.2026, 1(1), 1;https://doi.org/10.3390/aimed1010001

10 November 2025

Background: Mapping anti–HLA class I cross-reactivity from single-antigen bead (SAB) mean fluorescence intensity (MFI) data supports donor selection. However, interpretation is complicated by analytical choices and assay variability. Methods: A...

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