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Subject : machine learning

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Academic Journal

Congenital Heart Surgery Machine Learning-Derived In-Depth Benchmarking Tool.

Authors : Sarris GE; Athens Heart Surgery Institute, Athens, Greece. Electronic address: .; Zhuo D

Subjects: Benchmarking*/Benchmarking*/Benchmarking*/methods ; Machine Learning* ; Heart Defects, Congenital*/Heart Defects, Congenital*/Heart Defects, Congenital*/surgery

Source: The Annals of thoracic surgery [Ann Thorac Surg] 2024 Jul; Vol. 118 (1), pp. 199-206. Date of Electronic Publication: 2023 Dec 06.Publisher: Elsevier Country of Publication: Netherlands NLM ID: 15030100R Publication Model: Print-Electronic Cited Medium: Internet ISSN:

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Academic Journal

A comprehensive benchmarking of machine learning algorithms and dimensionality reduction methods for drug sensitivity prediction.

Authors : Eckhart L; Center for Bioinformatics, Saarland Informatics Campus, Saarland University, 66123, Saarland, Germany.; Lenhof K

Subjects: Machine Learning* ; Benchmarking* ; Antineoplastic Agents*/Antineoplastic Agents*/Antineoplastic Agents*/pharmacology

Source: Briefings in bioinformatics [Brief Bioinform] 2024 May 23; Vol. 25 (4).Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN:

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Academic Journal

Benchmarking Active Learning Protocols for Ligand-Binding Affinity Prediction.

Authors : Gorantla R; School of Informatics, University of Edinburgh, Edinburgh EH8 9AB, U.K.; EaStCHEM School of Chemistry, University of Edinburgh, Edinburgh EH9 3FJ, U.K.

Subjects: Benchmarking* ; Machine Learning*; Ligands

Source: Journal of chemical information and modeling [J Chem Inf Model] 2024 Mar 25; Vol. 64 (6), pp. 1955-1965. Date of Electronic Publication: 2024 Mar 06.Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet

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Academic Journal

Expanding continual few-shot learning benchmarks to include recognition of specific instances.

Authors : Kowadlo G; Cerenaut, Melbourne, Australia.; Ahmed A

Subjects: Benchmarking* ; Machine Learning*; Animals

Source: PloS one [PLoS One] 2024 Jul 05; Vol. 19 (7), pp. e0305856. Date of Electronic Publication: 2024 Jul 05 (Print Publication: 2024).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

ORDerly: Data Sets and Benchmarks for Chemical Reaction Data.

Authors : Wigh DS; Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB3 0AS, U.K.; Arrowsmith J

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

Source: Journal of chemical information and modeling [J Chem Inf Model] 2024 May 13; Vol. 64 (9), pp. 3790-3798. Date of Electronic Publication: 2024 Apr 22.Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet

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Academic Journal

MA-PEP: A novel anticancer peptide prediction framework with multimodal feature fusion based on attention mechanism.

Authors : Liang X; School of Computer Science and Engineering, Central South University, Changsha, China.; Hunan Provincial Key Lab on Bioinformatics, Central South University, Changsha, China.

Subjects: Benchmarking* ; Machine Learning*; Peptides

Source: Protein science : a publication of the Protein Society [Protein Sci] 2024 Apr; Vol. 33 (4), pp. e4966.Publisher: Cold Spring Harbor Laboratory Press Country of Publication: United States NLM ID: 9211750 Publication Model: Print Cited Medium: Internet

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Academic Journal

Topology-Based and Conformation-Based Decoys Database: An Unbiased Online Database for Training and Benchmarking Machine-Learning Scoring Functions.

Authors : Zhang X; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China.; Shen C

Subjects: Benchmarking* ; Machine Learning*; Molecular Docking Simulation

Source: Journal of medicinal chemistry [J Med Chem] 2023 Jul 13; Vol. 66 (13), pp. 9174-9183. Date of Electronic Publication: 2023 Jun 14.Publisher: American Chemical Society Country of Publication: United States NLM ID: 9716531 Publication Model: Print-Electronic Cited Medium: Internet

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Academic Journal

Machine learning study using 2020 SDHS data to determine poverty determinants in Somalia.

Authors : Hassan AA; School of Postgraduate Studies and Research, Amoud University, Amoud Valley, Borama, Awdal, 25263, Somalia.; Muse AH

Subjects: Benchmarking* ; Machine Learning*; Cross-Sectional Studies

Source: Scientific reports [Sci Rep] 2024 Mar 12; Vol. 14 (1), pp. 5956. Date of Electronic Publication: 2024 Mar 12.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Academic Journal

AI-Aristotle: A physics-informed framework for systems biology gray-box identification.

Authors : Ahmadi Daryakenari N; Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America.; De Florio M

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

Source: PLoS computational biology [PLoS Comput Biol] 2024 Mar 12; Vol. 20 (3), pp. e1011916. Date of Electronic Publication: 2024 Mar 12 (Print Publication: 2024).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet

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Academic Journal

A QUEST for Model Assessment: Identifying Difficult Subgroups via Epistemic Uncertainty Quantification.

Authors : Brown KE; Tennessee Technological University, Cookeville, TN.; Vanderbilt University Medical Center, Nashville, TN.

Subjects: Benchmarking* ; Machine Learning*; Humans

Source: AMIA ... Annual Symposium proceedings. AMIA Symposium [AMIA Annu Symp Proc] 2024 Jan 11; Vol. 2023, pp. 854-863. Date of Electronic Publication: 2024 Jan 11 (Print Publication: Publisher: American Medical Informatics Association Country of Publication: United States NLM ID: 101209213 Publication Model: eCollection Cited Medium:

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