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Papers matching “model learning” 2,540

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End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning
2025 RWTH Publications (RWTH Aachen) article Computer Science AI in cancer detection Open access

Asier Rabasco Meneghetti, Marta Ligero, Jens‐Peter Kuehn, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, +6 more

0

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 Journal of Process Control article Engineering Injection Molding Process and Properties Open access

Jens Daniel Simon Ahlers, Robert Helmut Walter Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, +2 more

0

citations
How virtual agents can learn to synchronize: An adaptive joint decision-making model of psychotherapy
2022 Cognitive Systems Research article Psychology Social Robot Interaction and HRI Open access

Sophie C. F. Hendrikse, Sem Kluiver, Jan Treur, Tom F. Wilderjans, Suzanne Dikker, Sander Leon Koole

35

citations
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study
2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access

Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +19 more

0

citations
Predicting futility of upfront surgery in perihilar cholangiocarcinoma: Machine learning analytics model to optimize treatment allocation
2023 Hepatology article Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access

Francesca Ratti, Rebecca Marino, Pim B. Olthof, Johann Pratschke, Joris I. Erdmann, Ulf P. Neumann, +24 more

40

citations
Machine learning based model for plasma prediction in high power pulsed magnetron sputtering processes
2023 Thin Solid Films article Engineering Plasma Diagnostics and Applications cited by 1 patent

Kirsten Bobzin, C. Kalscheuer, M. Carlet, Julia Janowitz

11

citations
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis
2023 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access

Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, Doortje I Krijbolder, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more

10

citations
A region-segmentation combinational loss model based on data-driven machine learning for a boundary layer ingestion fan
2023 Aerospace Science and Technology article Engineering Turbomachinery Performance and Optimization

Tianyu Pan, Hanan Lu, Zhe Yang, Jian Zhang, Qiushi Li

9

citations
A deep learning model to reduce agent dose for contrast-enhanced MRI of the cerebellopontine angle cistern
2025 European Radiology article Medicine Advanced MRI Techniques and Applications Open access

Yunjie Chen, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Jelmer M. Wolterink, Qian Tao, +2 more

2

citations
68MO Generalization of a deep learning model for HER2 status predictions on H&E-stained whole slide images derived from 3 neoadjuvant clinical studies
2022 Annals of Oncology article Computer Science AI in cancer detection Open access

M. Hägele, K-R Müller, C. Denkert, A. Schneeweiss, B.V. Sinn, Michael Untch, +13 more

1

citations
Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning
2023 Frontiers in Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

Barna Zajzon, Renato Duarte, Abigail Morrison

4

citations
Understanding transfer learning and gradient-based meta-learning techniques
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Mike Huisman, Aske Plaat, Jan N. van Rijn

12

citations
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part II: Compartmentalization and learning-based recalibration
2025 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei A. Lapkin

10

citations
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
2020 Nature Communications article Computer Science Machine Learning in Healthcare Open access

Marc-André Schulz, B.T. Thomas Yeo, Joshua T Vogelstein, Janaina Mourao-Miranada, Jakob Nikolas Kather, Konrad Paul Kording, +2 more

312

citations
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study
2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access

Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +17 more

1

citations
Learning from machine learning: prediction of age-related athletic performance decline trajectories
2021 GeroScience article Medicine Sports Performance and Training Open access

Christoph Hoog Antink, Anne Kristin Braczynski, Bergita Ganse

15

citations
Learning to deep learning: statistics and a paradigm test in selecting a UNet architecture to enhance MRI
2023 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access

Rishabh Sharma, Panagiotis Tsiamyrtzis, ANDREW G. WEBB, Ernst L. Leiss, Nikolaos V. Tsekos

10

citations
Deep Learning Approach for Enhanced Transferability and Learning Capacity in Tool Wear Estimation
2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Markus Meurer, Thomas Bergs

3

citations
Identification of Images of COVID-19 from Chest X-rays Using Deep Learning: Comparing COGNEX VisionPro Deep Learning 1.0™ Software with Open Source Convolutional Neural Networks
2021 SN Computer Science article Medicine COVID-19 diagnosis using AI Open access

Arjun Sarkar, Joerg Vandenhirtz, József Nagy, David Bacsa

36

citations
A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability
2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

Yuxuan Yang, Yanli Li

8

citations
A Unifying Framework for Reinforcement Learning and Planning
2022 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

16

citations
An adaptive-learning framework for chemistry tabulation in turbulent reacting flows
2026 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Kai Niemietz, Clément Scherding, Walter Gemassmer, Taraneh Sayadi, Heinz G. Pitsch

0

citations
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

2

citations
The openOCHEM consensus model is the best-performing open-source predictive model in the First EUOS/SLAS joint compound solubility challenge
2024 SLAS DISCOVERY article Computer Science Computational Drug Discovery Methods Open access

Andrea Hunklinger, Peter B. R. Hartog, Martin Šícho, Guillaume Godin, Igor V. Tetko

21

citations
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization cited by 1 patent

Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, Haris Gacanin, +1 more

81

citations