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Prediction of obesity levels based on physical activity and eating habits with a machine learning model integrated with explainable artificial intelligence

• Authors : Görmez, Yasin; Yagin, Fatma Hilal; Yagin, Burak

• Source: Frontiers in physiology. - 16 (2025) , 1549306, ISSN: 1664-042X

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Identifying optimal locations for automated external defibrillators (AED) in Freiburg: development and validation of a machine learning model based on demographic and infrastructural data

• Authors : Ganter, Julian; Bakker, Hannah; Nickel, Stefan

• Source: BMC emergency medicine. - 26, 1 (2025) , 19, ISSN: 1471-227X

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Fully automated assessment of cardiac chamber volumes and myocardial mass on non-contrast chest CT with a deep learning model: validation against cardiac MR

• Authors : Schmitt, Ramona; Schlett, Christopher L.; Sperl, Jonathan I.

• Source: Diagnostics. - 14, 24 (2024) , 2884, ISSN: 2075-4418

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Multicentric development and validation of a multi-scale and multi-task deep learning model for comprehensive lower extremity alignment analysis

• Authors : Wilhelm, Nikolas J.; Schacky, Claudio E. von; Lindner, Felix

• Source: Artificial intelligence in medicine. - 150 (2024) , 102843, ISSN: 1873-2860

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A novel approach for reducing feature space dimensionality and developing a universal machine learning model for coated tubes in cross-flow heat exchangers

• Authors : Jahaninasab, Mahyar; Taheran, Ehsan; Zarabadi, S. Alireza

• Source: Energies. - 16, 13 (2023) , 5185, ISSN: 1996-1073

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A machine learning model to predict the triple negative breast cancer immune subtype

• Authors : Chen, Zihao; Wang, Maoli; Wilde, Rudy Leon de

• Source: Frontiers in immunology. - 12 (2021) , 749459, ISSN: 1664-3224

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A machine-learning model for automatic detection of movement compensations in stroke patients

• Authors : Kashi, Shir; Feingold-Polak, Ronit; Lerner, Boaz

• Source: IEEE transactions on emerging topics in computing. - 9, 3 (2021) , 1234-1247, ISSN: 2168-6750

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A NanoFE simulation-based surrogate machine learning model to predict mechanical functionality of protein networks from live confocal imaging

• Authors : Asgharzadeh, Pouyan; Birkhold, Annette; Triverdi, Zubin

Subjects: Maschinelles Lernen

• Source: Computational and structural biotechnology journal. - (2020) , 1774-2788, ISSN: 2001-0370

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Predictive modeling of sensory responses in deep brain stimulation

• Authors : Halász, László; Sajonz, Bastian; Miklós, Gabriella

• Source: Frontiers in neurology. - 15 (2024) , 1467307, ISSN: 1664-2295

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Accuracy of automated segmentation and volumetry of acute intracerebral hemorrhage following minimally invasive surgery using a patch-based convolutional neural network in a small dataset

• Authors : Elsheikh, Samer; Elbaz, Ahmed; Rau, Alexander

• Source: Neuroradiology. - 66, 4 (2024) , 601-608, ISSN: 1432-1920

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