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Academic Journal

Machine-learning approach on echocardiography to improve the detection of transthyretin amyloid cardiomyopathy: GRAAL algorithm

Subjects: Screening; Echocardiography; Machine learning

  • Source: EISSN: 2634-3916 ; European Heart Journal - Digital Health ; https://hal.univ-lorraine.fr/hal-05574510 ; European Heart Journal - Digital Health, 2026, 7 (3), ⟨10.1093/ehjdh/ztag022⟩

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Academic Journal

Comparative diagnostic performance of machine learning models and traditional scores for HFpEF in older adults

Subjects: natriuretic peptides; random forest; heart failure

  • Source: ISSN: 1388-9842 ; European Journal of Heart Failure ; https://hal.univ-lorraine.fr/hal-05561223 ; European Journal of Heart Failure, 2026, Online ahead of print. ⟨10.1093/ejhf/xuag039⟩.

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Academic Journal

Advanced Meta-Modeling framework combining Machine Learning and Model Order Reduction towards real-time virtual testing of woven composite laminates in nonlinear regime

Subjects: Woven composite laminate; Parametric solution; Non-linear behavior

  • Source: ISSN: 0266-3538 ; Composites Science and Technology ; https://hal.science/hal-04963313 ; Composites Science and Technology, 2025, 262, pp.111055. ⟨10.1016/j.compscitech.2025.111055⟩.

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Academic Journal

Predictive models of clinical outcome of endovascular treatment for anterior circulation stroke using machine learning

Subjects: Stroke Machine learning Predictive models Outcome; [SDV]Life Sciences [q-bio]

  • Source: ISSN: 0165-0270 ; Journal of Neuroscience Methods ; https://hal.science/hal-05036887 ; Journal of Neuroscience Methods, 2025, 416, pp.110376. ⟨10.1016/j.jneumeth.2025.110376⟩.

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Academic Journal

Predicting grain boundary segregation in magnesium alloys: An atomistically informed machine learning approach

Subjects: Machine learning; Atomistic simulation; Magnesium alloys

  • Source: ISSN: 2213-9567 ; Journal of Magnesium and Alloys ; https://hal.univ-lorraine.fr/hal-05165142 ; Journal of Magnesium and Alloys, 2025, 13 (6), pp.2636-2650. ⟨10.1016/j.jma.2025.03.021⟩.

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Academic Journal

Unsupervised machine learning for cardiovascular disease: A framework for future studies

Subjects: Precision medicine; Patient stratification; Cardiovascular diseases

  • Source: ISSN: 1388-9842 ; European Journal of Heart Failure ; https://hal.univ-lorraine.fr/hal-05354293 ; European Journal of Heart Failure, 2025, ⟨10.1002/ejhf.70076⟩.

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Academic Journal

Prediction of weld quality in laser welding of hardmetal and steel using high-speed imaging and machine learning methods

Subjects: High-speed imaging; Machine learning; Weld quality prediction

  • Source: ISSN: 2666-3309 ; Journal of Advanced Joining Processes ; https://hal.science/hal-05459326 ; Journal of Advanced Joining Processes, 2025, 11, pp.100318. ⟨10.1016/j.jajp.2025.100318⟩.

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