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Academic Journal

A modular deep learning architecture for interpretable disease prediction across tabular clinical and biometric datasets.

  • Authors : Rathod VU; Department of CSE (Artificial Intelligence and Machine Learning), Vishwakarma Institute of Technology (Affiliated to Savitribai Phule Pune University, Pune), Pune, Maharashtra, India.; Amrutkar SS

Subjects: Parkinson Disease*/Parkinson Disease*/Parkinson Disease*/diagnosis ; Deep Learning*; Heart Diseases/Heart Diseases/Heart Diseases/diagnosis

  • Source: PloS one [PLoS One] 2026 May 08; Vol. 21 (5), pp. e0348670. Date of Electronic Publication: 2026 May 08 (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

HiST: Histological Images Reconstruct Tumor Spatial Transcriptomics via MultiScale Fusion Deep Learning.

  • Authors : Li W; Shanghai Tenth People's Hospital, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, China.; Zhang D

Subjects: Transcriptome*/Transcriptome*/Transcriptome*/genetics ; Neoplasms*/Neoplasms*/Neoplasms*/genetics ; Neoplasms*/Neoplasms*/Neoplasms*/pathology

  • Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2026 Mar; Vol. 13 (13), pp. e14351. Date of Electronic Publication: 2026 Jan 05.Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844

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Academic Journal

CLinNET: An Interpretable and Uncertainty-Aware Deep Learning Framework for Multi-Modal Clinical Genomics.

  • Authors : Bakhshayeshi I; UNSW BioMedical Machine Learning Lab (BML), School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, 2052, Australia.; Hosseini MM

Subjects: Genomics*/Genomics*/Genomics*/methods ; Deep Learning*; Humans

  • Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2026 Feb; Vol. 13 (12), pp. e12842. Date of Electronic Publication: 2026 Jan 28.Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844

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Academic Journal

Early diagnosis of knee osteoarthritis severity using vision transformer.

  • Authors : Panwar P; Department of Computer Science & Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India.; Chaurasia S

Subjects: Knee Joint*/Knee Joint*/Knee Joint*/diagnostic imaging ; Osteoarthritis, Knee*/Osteoarthritis, Knee*/Osteoarthritis, Knee*/diagnostic imaging ; Osteoarthritis, Knee*/Osteoarthritis, Knee*/Osteoarthritis, Knee*/diagnosis

  • Source: BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2025 Sep 30; Vol. 26 (1), pp. 884. Date of Electronic Publication: 2025 Sep 30.Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2474

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Academic Journal

Genetic Deconvolution of Embryonic and Maternal Cell-Free DNA in Spent Culture Medium of Human Preimplantation Embryo Through Deep Learning.

  • Authors : Zhang Z; School of Mathematical Sciences, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Third Hospital, Center for Machine Learning Research, Center for Quantitative Biology, Peking University, Beijing, 100871, China.; Qiao J

Subjects: Blastocyst*/Blastocyst*/Blastocyst*/metabolism ; Cell-Free Nucleic Acids*/Cell-Free Nucleic Acids*/Cell-Free Nucleic Acids*/genetics ; Cell-Free Nucleic Acids*/Cell-Free Nucleic Acids*/Cell-Free Nucleic Acids*/analysis

  • Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2025 Sep; Vol. 12 (34), pp. e12660. Date of Electronic Publication: 2025 Jun 29.Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844

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Academic Journal

HLAIIPred: cross-attention mechanism for modeling the interaction of HLA class II molecules with peptides.

  • Authors : Haghighatlari M; Machine Learning and Computational Sciences, Pfizer Research and Development, Cambridge, MA, USA. .; Marze N

Subjects: Peptides*/Peptides*/Peptides*/immunology ; Peptides*/Peptides*/Peptides*/metabolism ; Peptides*/Peptides*/Peptides*/chemistry

  • Source: Communications biology [Commun Biol] 2025 Jul 30; Vol. 8 (1), pp. 1133. Date of Electronic Publication: 2025 Jul 30.Publisher: Nature Publishing Group UK Country of Publication: England NLM ID: 101719179 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications.

Subjects: Deep Learning* ; Galvanic Skin Response* ; Signal Processing, Computer-Assisted*

  • Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Jul 15; Vol. 25 (14). Date of Electronic Publication: 2025 Jul 15.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Academic Journal

Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform.

  • Authors : Chowdhury AA; Department of Computer Science, University of Houston, Houston, Texas, United States of America.; Centre for Advanced Machine Learning and Applications (CAMLAs), Dhaka, Bangladesh.

Subjects: Cell Nucleus*/Cell Nucleus*/Cell Nucleus*/pathology ; Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/methods ; Neoplasms*/Neoplasms*/Neoplasms*/pathology

  • Source: PloS one [PLoS One] 2025 Jul 10; Vol. 20 (7), pp. e0322749. Date of Electronic Publication: 2025 Jul 10 (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

Enhancing stroke risk prediction through class balancing and data augmentation with CBDA-ResNet50.

  • Authors : Saleem MA; Department of Electrical Engineering, Faculty of Engineering, Center of Excellence in Artificial Intelligence, Machine Learning and Smart Grid Technology, Chulalongkorn University, Bangkok, 10330, Thailand.; Javeed A

Subjects: Stroke*/Stroke*/Stroke*/diagnosis ; Stroke*/Stroke*/Stroke*/epidemiology ; Stroke*/Stroke*/Stroke*/etiology

  • Source: Scientific reports [Sci Rep] 2025 Jul 08; Vol. 15 (1), pp. 24553. Date of Electronic Publication: 2025 Jul 08.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI.

  • Authors : Adnan KM; Pattern Recognition and Machine Learning Lab, Faculty of Artificial Intelligence and Software, Gachon University, Seongnam-si, 13557, Republic of Korea.; Ghazal TM

Subjects: Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnostic imaging ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnosis ; Deep Learning*

  • Source: Scientific reports [Sci Rep] 2025 Jun 01; Vol. 15 (1), pp. 19223. Date of Electronic Publication: 2025 Jun 01.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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