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Papers matching “model learning” 5,158

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Deep learning based model predictive control for compression ignition engines
2022 Control Engineering Practice article Engineering Advanced Control Systems Optimization

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, +3 more

57

citations
Coronary X-ray angiography segmentation using Artificial Intelligence: a multicentric validation study of a deep learning model
2023 The International Journal of Cardiovascular Imaging article Medicine Cardiac Imaging and Diagnostics Open access

Johan H. C. Reiber

5

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

Yating Hu, Miao Wang, Chengyu Liu, Hong Xiang Tang

2

citations
Infinite State Model Checking by Learning Transitive Relations
2025 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Florian Frohn, Jürgen Giesl

2

citations
Infinite State Model Checking by Learning Transitive Relations
2025 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

Florian Frohn, Jürgen Giesl

1

citations
Development of a Multi-physical Kinetics Model for Electrodynamic Machine Hammer Peening Using Machine Learning Approaches
2021 Lecture notes in production engineering conference-paper Engineering Surface Treatment and Residual Stress

Robby Mannens, Ingo Felix Weiser, Tim Herrig, Thomas Bergs

1

citations
Defining textbook outcomes in surgery of perihilar cholangiocarcinoma: a machine-learning analytics model to select combined - short and long-term - predictors of optimal postoperative course
2024 HPB article Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access

Rebecca Marino, Francesca Ratti, Pim B. Olthof, Johann Pratschke, Joris I. Erdmann, Ulf P. Neumann, +9 more

1

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

Yating Hu, Miao Wang, Chengyu Liu, Hong Xiang Tang

1

citations
Implementation of a Machine Learning Supported Model Predicted Control for a 5th Generation District Heating and Cooling Energy Hub
2024 SSRN Electronic Journal preprint Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, Thomas Schreiber

1

citations
Author response: A new model of decision processing in instrumental learning tasks
2020 peer-review Neuroscience Neural and Behavioral Psychology Studies Open access

Steven Miletić, Russell James Boag, Anne C. Trutti, Niek Stevenson, Birte U. Forstmann, Andrew Heathcote

0

citations
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
POS0154 A DEEP LEARNING MODEL TO LOCATE INFLAMMATORY CHANGES IN RHEUMATOID ARTHRITIS
2023 Annals of the Rheumatic Diseases conference-abstract Medicine Rheumatoid Arthritis Research and Therapies Open access

Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, M. Reijnierse, A. Van der Helm – van Mil, Berend C. Stoel

0

citations
Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”
2024 Journal of Critical Care article Medicine Respiratory Support and Mechanisms

Sebastian Johannes Fritsch, Morris Riedel, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

0

citations
TabProIS: A Transfer Learning-Based Model for Detecting Tables in Product Information Sheets
2023 conference-paper Computer Science Handwritten Text Recognition Techniques Open access

Michael Sildatke, Jan Delember, Bodo Kraft, Albert Zündorf

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
Development and Validation of an Explainable Machine Learning Non-laboratory COPD Screening Model for Chinese Rural Populations: Integrating Lifestyle and Multiple Environmental Exposures
2026 SSRN Electronic Journal preprint Medicine Chronic Obstructive Pulmonary Disease (COPD) Research Open access

Ying Chen, Jianlei Li, Xingdan Li, Dan Sun, Rui Chen, Yanfei Liu, +11 more

0

citations
Discriminative Rule Learning for Outcome-Guided Process Model Discovery
2026 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

Ali Norouzifar, Wil M. P. van der Aalst

0

citations