Papers matching “machine learning pipelines” 210
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ProteomicsML: An Online Platform for Community-Curated Data sets and Tutorials for Machine Learning in Proteomics2023 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Tobias Greisager Rehfeldt, Ralf Gabriels, Robbin Bouwmeester, Siegfried Gessulat, Benjamin A. Neely, Magnus Palmblad, +4 more
26citations -
Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Can Wang, Mitra Baratchi, Thomas Bäck, Holger H. Hoos, Steffen Limmer, Markus Olhofer
31citations -
A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Rizwan Ali, Yassinali Tamboli, Saba M. Alsubaie, Sikander Hayat, Mohamed Boudjelal
0citations -
332P Development and validation of a machine-learning pipeline for multi-cancer risk stratification on population-level data2025 ESMO Real World Data and Digital Oncology article Medicine Global Cancer Incidence and Screening Open access
P-H. Koop, Felix van Haag, Tobias Seibel, Luca Bertagna, S. Moetamedi, I. Kamp, +7 more
0citations -
ExeKGLib: A Platform for Machine Learning Analytics Based on Knowledge Graphs2025 Lecture notes in computer science conference-paper Decision Sciences Scientific Computing and Data Management
Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhimeng Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, +1 more
0citations -
Quality Monitoring Procedure in Additive Material Extrusion Using Machine Learning2023 Lecture notes in computer science conference-paper Engineering Additive Manufacturing and 3D Printing Technologies
Anne Rathje, Ronja Witt, Anna-Lena Knott, Benjamin Küster, Malte Stonis, Ludger Overmeyer, +1 more
0citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
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 -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD (reference reconstructions and segmentations)2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands other Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
3citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD (reference reconstructions and segmentations)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations