Papers matching “machine learning framework” 74
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A Machine Learning Framework for Quantifying Chemical Segregation and Microstructural Features in Atom Probe Tomography Data2023 Microscopy and Microanalysis article Engineering Advanced Materials Characterization Techniques Open access
Alaukik Saxena, Nikita Polin, Navyanth Kusampudi, Shyam Katnagallu, Leopoldo Molina‐Luna, Oliver Gutfleisch, +4 more
20citations -
PhenoScore quantifies phenotypic variation for rare genetic diseases by combining facial analysis with other clinical features using a machine-learning framework2023 Nature Genetics article Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access cited by 1 patent
Alexander J.M. Dingemans, Max Hinne, Kim M. G. Truijen, Lia C. M. J. Goltstein, Jeroen van Reeuwijk, Nicole de Leeuw, +27 more
82citations -
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review2023 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing Open access
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
6citations -
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2023 Zenodo (CERN European Organization for Nuclear Research) article Business, Management and Accounting Product Development and Customization Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
0citations -
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
1citations -
ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access
Philipp Kohl, Nils Freyer, Yoka Krämer, Henri Werth, Steffen Wolf, Bodo Kraft, +2 more
1citations -
Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation2023 Robotics and Computer-Integrated Manufacturing article Engineering Digital Transformation in Industry Open access
Ziqi Huang, Marcel Fey, Chao Liu, Ege Beysel, Xun William Xu, Christian Brecher
115citations -
FDA-approved machine learning algorithms in neuroradiology: A systematic review of the current evidence for approval2023 Artificial Intelligence in Medicine review Medicine Artificial Intelligence in Healthcare and Education
Alexander G. Yearley, Caroline M.W. Goedmakers, Armon Panahi, Joanne A. Doucette, Aakanksha Rana, Kavitha Ranganathan, +1 more
21citations -
Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations -
Accurate prediction of HLA class II antigen presentation across all loci using tailored data acquisition and refined machine learning2023 Science Advances article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Jonas Birkelund Nilsson, Saghar Kaabinejadian, Hooman Yari, Michel G.D. Kester, Peter van Balen, William H. Hildebrand, +1 more
170citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
41citations