Biomedical Data Science Publications

Publications in Biomedical Data Science

Explore the most influential research papers and scholarly works that have shaped Biomedical Data Science. Use the concept filter below to focus on a specific sub-area of research.

Biomedical Data Science

1.2K

Publications

72.1K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay, Jo Schlemper, Loïc Le Folgoc, ArXiv.org Convolutional Neural NetworkEngineeringMachine LearningNovel Attention GateImage Classification	2018	4.5K
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine Ziad Obermeyer, Ezekiel Emanuel New England Journal of Medicine EngineeringMachine LearningIntelligent DiagnosticsMachine Learning ToolBig Data Analytics	2016	3.3K
<b>ranger</b>: A Fast Implementation of Random Forests for High Dimensional Data in <i>C++</i> and <i>R</i> Journal of Statistical Software High Dimensional DataMachine LearningData ScienceData MiningEngineering	2017	3K
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data Micah Sheller, Brandon Edwards, G. Anthony Reina, Scientific Reports Family MedicineEngineeringMachine LearningData ScienceBiomedical Data Science	2020	1.2K
High-Order Contrasts for Independent Component Analysis J.-F. Cardoso Neural Computation Source SeparationEngineeringMachine LearningData ScienceMultilinear Subspace Learning	1999	1.2K
Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science Ankit Agrawal, Alok Choudhary APL Materials EngineeringMachine LearningMaterials InformaticsBig Data AnalyticsMining Methods	2016	1.2K
Applications of Machine Learning in Cancer Prediction and Prognosis Joseph A. Cruz, David S. Wishart Cancer Informatics Artificial IntelligenceEngineeringMachine LearningComputational MedicineBiomedical Artificial Intelligence	2006	1.1K
Applications of machine learning in cancer prediction and prognosis. Joseph A. Cruz, David S. Wishart PubMed Artificial IntelligenceHealth InformaticsMachine LearningData ScienceEngineering	2007	892
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017 Gari D. Clifford, Chengyu Liu, Benjamin Moody, Computing in cardiology Artificial IntelligenceEngineeringMachine LearningChallenge 2017Biomedical Artificial Intelligence	2017	802
Partial least squares discriminant analysis: taking the magic away Richard G. Brereton, Gavin R. Lloyd Journal of Chemometrics EngineeringBiometricsDiagnosisPartial Least SquaresClassification Method	2014	761
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, The Annals of Applied Statistics Artificial IntelligenceBayesian Decision TheoryEngineeringMachine LearningBayesian Rule Lists	2015	756
Effect of Data Scaling Methods on Machine Learning Algorithms and Model Performance Md Manjurul Ahsan, M. A. Parvez Mahmud, Pritom Saha, Technologies EngineeringMachine LearningMachine Learning AlgorithmsMachine Learning ToolHeart Disease	2021	637

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