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Special Issue "Machine Learning Methods for Biomedical Data Analysis".

• Authors : Caiafa CF; Instituto Argentino de Radioastronomía-CCT La Plata, CONICET/CIC-PBA/UNLP, V. Elisa 1894, Argentina.; Sun Z

Subjects: Machine Learning* ; Algorithms*

• Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Nov 24; Vol. 23 (23). Date of Electronic Publication: 2023 Nov 24.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220

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Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks.

• Authors : Alachram H; Department of Medical Bioinformatics, University Medical Center, Göttingen, Lower Saxony, Germany.; Chereda H

Subjects: Breast Neoplasms/Breast Neoplasms/Breast Neoplasms/*genetics ; Computational Biology/Computational Biology/Computational Biology/*methods ; Data Mining/Data Mining/Data Mining/*methods

• Source: PloS one [PLoS One] 2021 Oct 15; Vol. 16 (10), pp. e0258623. Date of Electronic Publication: 2021 Oct 15 (Print Publication: 2021).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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BicPAM: Pattern-based biclustering for biomedical data analysis.

• Authors : Henriques R; INESC-ID and Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.; Madeira SC

• Source: Algorithms for molecular biology : AMB [Algorithms Mol Biol] 2014 Dec 16; Vol. 9 (1), pp. 27. Date of Electronic Publication: 2014 Dec 16 (Print Publication: 2014).Publisher: BioMed Central Country of Publication: England NLM ID: 101265088 Publication Model: eCollection Cited Medium: Print ISSN: 1748-7188

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Linked vaccine adverse event data from VAERS for biomedical data analysis and longitudinal studies.

• Authors : Tao C; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX USA.; Wu P

• Source: BioData mining [BioData Min] 2014 Dec 31; Vol. 7, pp. 36. Date of Electronic Publication: 2014 Dec 31 (Print Publication: 2014).Publisher: BioMed Central Country of Publication: England NLM ID: 101319161 Publication Model: eCollection Cited Medium: Print ISSN: 1756-0381

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The Software Ontology (SWO): a resource for reproducibility in biomedical data analysis, curation and digital preservation.

• Authors : Malone J; EMBL-EBI, Wellcome Trust Genome Campus, Cambridge, CB10 1SD, UK.; Brown A

• Source: Journal of biomedical semantics [J Biomed Semantics] 2014 Jun 02; Vol. 5, pp. 25. Date of Electronic Publication: 2014 Jun 02 (Print Publication: Publisher: Biomed Central Country of Publication: England NLM ID: 101531992 Publication Model: eCollection Cited Medium: Print ISSN: 2041-1480

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Voronoi tessellation as a complement or replacement for confidence ellipses in the visualization of data projection and clustering results.

• Authors : Lötsch J; Institute of Clinical Pharmacology, Goethe - University, Frankfurt am Main, Germany.; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany.

Subjects: Cluster Analysis ; Humans ; Algorithms

• Source: PloS one [PLoS One] 2026 Apr 24; Vol. 21 (4), pp. e0333653. Date of Electronic Publication: 2026 Apr 24 (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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Information Entropy Metrics to Address the Complexity of Cooperative Gating of Ion Channels.

• Authors : Wawrzkiewicz-Jałowiecka A; Department of Physical Chemistry and Technology of Polymers, Silesian University of Technology, Strzody 9, 44-100 Gliwice, Poland.; Trybek P

• Source: Entropy (Basel, Switzerland) [Entropy (Basel)] 2026 Feb 10; Vol. 28 (2). Date of Electronic Publication: 2026 Feb 10.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101243874 Publication Model: Electronic Cited Medium: Internet ISSN: 1099-4300

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Optimizing accuracy and dimensionality: a swarm intelligence strategy for robust cancer genomics classification.

• Authors : Yaqoob A; School of Advanced Science and Language, VIT Bhopal University, Kothri Kalan, 466114, India.; Mir MA

• Source: BioData mining [BioData Min] 2025 Nov 18; Vol. 18 (1), pp. 79. Date of Electronic Publication: 2025 Nov 18.Publisher: BioMed Central Country of Publication: England NLM ID: 101319161 Publication Model: Electronic Cited Medium: Print ISSN: 1756-0381

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Adaptive clustering for medical image analysis using the improved separation index.

• Authors : Jahanian M; Department of Computer, Ar.C., Islamic Azad University, Arak, Iran. .; Karimi A

Subjects: Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/methods; Humans ; Cluster Analysis

• Source: Scientific reports [Sci Rep] 2025 Aug 01; Vol. 15 (1), pp. 28191. Date of Electronic Publication: 2025 Aug 01.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Assessing the accuracy and efficiency of Chat GPT-4 Omni (GPT-4o) in biomedical statistics: Comparative study with traditional tools.

• Authors : Meo AS; From the The School of Medicine (AS Meo), Medical Sciences and Nutrition, University of Aberdeen, Scotland, United Kingdom; from the College of Medicine (Shaikh), King Saud University

Subjects: Artificial Intelligence*; Humans ; Saudi Arabia

• Source: Saudi medical journal [Saudi Med J] 2024 Dec; Vol. 45 (12), pp. 1383-1390.Publisher: Medical Services Department, Saudi Arabian Armed Forces, Ministry Of Defence And Aviation Country of Publication: Saudi Arabia NLM ID: 7909441

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