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Academic Journal

Genomic evolution of SARS-CoV-2 delta variants pre- and post-omicron emergence using alignment-free machine learning models.

  • Authors : Sankar S; Department of Microbiology, Center for Infectious Diseases, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.; Anandharaman K

Subjects: SARS-CoV-2*/SARS-CoV-2*/SARS-CoV-2*/genetics ; COVID-19*/COVID-19*/COVID-19*/virology ; COVID-19*/COVID-19*/COVID-19*/epidemiology SARS-CoV-2 variants

  • Source: PloS one [PLoS One] 2026 Mar 19; Vol. 21 (3), pp. e0345259. Date of Electronic Publication: 2026 Mar 19 (Print Publication: 2026).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Academic Journal

Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy.

  • Authors : Anders CJ; Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany.; BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.

Subjects: Machine Learning* ; Neural Networks, Computer* ; Software*

  • Source: PloS one [PLoS One] 2026 Jan 02; Vol. 21 (1), pp. e0336683. Date of Electronic Publication: 2026 Jan 02 (Print Publication: 2026).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Academic Journal

TL-PneuNet: a transfer learning-based pneumonia classification framework.

  • Authors : Tripathy B; Department of Computer Science, Ravenshaw University, Cuttack, 753003, India.; Khan S

Subjects: Pneumonia*/Pneumonia*/Pneumonia*/diagnostic imaging ; Pneumonia*/Pneumonia*/Pneumonia*/classification ; Pneumonia*/Pneumonia*/Pneumonia*/diagnosis

  • Source: Scientific reports [Sci Rep] 2025 Nov 17; Vol. 15 (1), pp. 40307. Date of Electronic Publication: 2025 Nov 17.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI.

  • Authors : Topalis J; Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany.; relAI - Konrad Zuse School of Excellence in Reliable AI, Garching, Germany.

Subjects: Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods ; Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/methods ; Machine Learning*

  • Source: PloS one [PLoS One] 2025 Nov 17; Vol. 20 (11), pp. e0334604. Date of Electronic Publication: 2025 Nov 17 (Print Publication: 2025).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Academic Journal

A meta-learning framework to mitigate negative transfer in transfer learning applicable to drug design.

  • Authors : Mera A; Department of Life Science Informatics and Data Science, LIMES Program Unit Chemical Biology and Medicinal Chemistry, B-IT, Friedrich-Hirzebruch-Allee 5/6, Bonn, Germany.; Lamarr Institute for Machine Learning and Artificial Intelligence, University of Bonn, Friedrich-Hirzebruch-Allee 5/6, D-53115, Bonn, Germany.

Subjects: Drug Design* ; Machine Learning*; Protein Kinase Inhibitors/Protein Kinase Inhibitors/Protein Kinase Inhibitors/chemistry

  • Source: Scientific reports [Sci Rep] 2025 Oct 09; Vol. 15 (1), pp. 35236. Date of Electronic Publication: 2025 Oct 09.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Developing an explainable machine learning and fog computing-based visual rating scale for the prediction of dementia progression.

  • Authors : Ali ZH; Department of Embedded Network Systems and Technology, Faculty of Artificial Intelligence, Kafrelsheikh University, El-Geish St, Kafrelsheikh, 33516, Egypt. .; Department of Electronics and Computer Engineering, School of Engineering and Applied Sciences, Nile University, Giza, Egypt. .

Subjects: Dementia*/Dementia*/Dementia*/diagnosis ; Machine Learning*; Cognitive Dysfunction/Cognitive Dysfunction/Cognitive Dysfunction/diagnosis

  • Source: Scientific reports [Sci Rep] 2025 Jul 16; Vol. 15 (1), pp. 25872. Date of Electronic Publication: 2025 Jul 16.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs.

  • Authors : Salehi F; Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91052, Erlangen, Germany. .; Salin E

Subjects: Arthritis, Rheumatoid*/Arthritis, Rheumatoid*/Arthritis, Rheumatoid*/drug therapy ; Antirheumatic Agents*/Antirheumatic Agents*/Antirheumatic Agents*/therapeutic use ; Machine Learning*

  • Source: Scientific reports [Sci Rep] 2025 Jul 04; Vol. 15 (1), pp. 23960. Date of Electronic Publication: 2025 Jul 04.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance.

  • Authors : Keinert M; Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.; Pistrosch S

Subjects: Smartphone* ; Emotions* ; Facial Expression*

  • Source: Journal of medical Internet research [J Med Internet Res] 2025 Jul 02; Vol. 27, pp. e68942. Date of Electronic Publication: 2025 Jul 02.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Ensemble machine learning-based pre-trained annotation approach for scRNA-seq data using gradient boosting with genetic optimizer.

  • Authors : Elnahas O; School of Mathematical Sciences, Shenzhen University, Shenzhen, 518000, China.; Faculty of Engineering, Assiut University, Assiut, Egypt.

Subjects: Single-Cell Analysis*/Single-Cell Analysis*/Single-Cell Analysis*/methods ; Molecular Sequence Annotation*/Molecular Sequence Annotation*/Molecular Sequence Annotation*/methods ; Sequence Analysis, RNA*/Sequence Analysis, RNA*/Sequence Analysis, RNA*/methods

  • Source: BMC bioinformatics [BMC Bioinformatics] 2025 Jul 01; Vol. 26 (1), pp. 166. Date of Electronic Publication: 2025 Jul 01.Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105

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Academic Journal

An innovative model based on machine learning and fuzzy logic for tracking lower limb exercises in stroke patients.

  • Authors : Das UC; Center of Excellence in Artificial Intelligence, Machine Learning and Smart Grid Technology, Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, 10330, Thailand.; Le NT

Subjects: Stroke Rehabilitation*/Stroke Rehabilitation*/Stroke Rehabilitation*/methods ; Lower Extremity*/Lower Extremity*/Lower Extremity*/physiopathology ; Exercise Therapy*/Exercise Therapy*/Exercise Therapy*/methods

  • Source: Scientific reports [Sci Rep] 2025 Apr 02; Vol. 15 (1), pp. 11220. Date of Electronic Publication: 2025 Apr 02.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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