Source: Lecture Notes in Computer Science ; Computational Methods in Systems Biology. CMSB 2025. ; https://hal.science/hal-05255057 ; Computational Methods in Systems Biology. CMSB 2025., Sep 2025, Lyon,

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Physics-Informed Machine Learning for Modeling CO2 Capture from Scarce Data

Authors : Gault, Mickaël; Bachaud, Pierre; Celse, Benoît ...

Subjects: Surrogate model; Scarce data; CO2 captureAthènes; Greece

Source: 37th IEEE International Conference on Tools with Artificial Intelligencehttps://hal.science/hal-0531373037th IEEE International Conference on Tools with Artificial Intelligence, Institute

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Using Machine Learning to unveil speech markers of Cancer-Related Cognitive Impairment

Authors : Richard, Amélie B.; Foncelle, Alexandre; Jacquin-Courtois, Sophie ...

Subjects: Machine learning; Speech markers; Cognitive impairementCaen; France

Source: 9th International Cognition and Cancer Task Force Conferencehttps://hal.science/hal-050382989th International Cognition and Cancer Task Force Conference, 2025, Caen, France

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Multiple Excitation Wavelengths PpIX Fluorescence Spectroscopy for Gliomas Delineation Assisted by Machine Learning

Authors : Quardon, Hermine; Gautheron, Arthur; Uzel, Antoine ...

Subjects: [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image ProcessingMunich (Allemagne); France

Source: Proc. SPIE 13934 ; ECBO - European Conferences on Biomedical Optics ; https://hal.science/hal-05069013 ; ECBO - European Conferences on Biomedical Optics, OPTICA; SPIE, Jun 2025, Munich (Allemagne),

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Improved glioma delineation by autofluorescence and 5-ALA-induced PpIX fluorescence spectroscopy using machine-learning data normalization and augmentation

Authors : Quardon, Hermine; Gautheron, Arthur; Picart, Thiébaud ...

Subjects: Gliomas; Intraoperative Acquisitions; Machine LearningSaint-Etienne; France

Source: Manutech Sleight #13 ; https://hal.science/hal-04869575 ; Manutech Sleight #13, Jan 2025, Saint-Etienne, France. 2025

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Gaussian Processes: from knowledge-informed Machine Learning to optimization

Authors : Rullière, Didier; Le Riche, Rodolphe; Bay, Xavier ...

Subjects: Optimization Under Uncertainty; Bayesian optimization; Gaussian process RegressionClermont -Ferrand; France

Source: HCERES LIMOS visit 2025 ; https://hal.science/hal-05324906 ; HCERES LIMOS visit 2025, Oct 2025, Clermont -Ferrand, France. 2025

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Academic Journal

Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR

Authors : Lanot, Antoine; Akesson, Anna; Nakano, Felipe, Kenji ...

Subjects: Chronic kidney disease; Creatinine; Glomerular filtration rate

Source: ISSN: 1471-2369 ; BMC Nephrology ; https://hal.science/hal-05096157 ; BMC Nephrology, 2025, 26 (1), pp.47. ⟨10.1186/s12882-025-03972-0⟩.

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An informed machine learning based environmental risk score for hypertension in European adults

Authors : Guimbaud, Jean-Baptiste; Calabre, Emilie; de Cid, Rafael ...

Subjects: Explainable AI; deep neural network; informed machine learning

Source: ISSN: 0933-3657 ; Artificial Intelligence in Medicine ; https://hal.science/hal-05064461 ; Artificial Intelligence in Medicine, 2025, 165, pp.103139. ⟨10.1016/j.artmed.2025.103139⟩.

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Letter to the Editor: Comment on the recent article titled “Diagnostic and economic evaluation of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry with machine learning for screening of Johne's disease from dairy cow serum”

Authors : Lurier, Thibaut; Arcangioli, Marie-Anne;

Subjects: [SDV]Life Sciences [q-bio]

Source: ISSN: 0022-0302.

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فلترة النتائج

Bikeability assessment using machine learning and user survey

Decoding Gene Regulation in Alzheimer's disease with Transfer Learning and Explainable Machine Learning

Physics-Informed Machine Learning for Modeling CO2 Capture from Scarce Data

Using Machine Learning to unveil speech markers of Cancer-Related Cognitive Impairment

Multiple Excitation Wavelengths PpIX Fluorescence Spectroscopy for Gliomas Delineation Assisted by Machine Learning

Improved glioma delineation by autofluorescence and 5-ALA-induced PpIX fluorescence spectroscopy using machine-learning data normalization and augmentation

Gaussian Processes: from knowledge-informed Machine Learning to optimization

Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR

An informed machine learning based environmental risk score for hypertension in European adults

Letter to the Editor: Comment on the recent article titled “Diagnostic and economic evaluation of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry with machine learning for screening of Johne's disease from dairy cow serum”

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