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Papers matching “model learning” 5,158

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Validation of a deep learning model for the automated detection and quantification of cystoid macular oedema on optical coherence tomography in patients with retinitis pigmentosa
2025 Acta Ophthalmologica article Medicine Retinal Imaging and Analysis Open access

Hind Almushattat, Jonathan Hensman, Yasmine El Allali, Coen de Vente, Clara I. Sá‎nchez, Camiel J. F. Boon

5

citations
FAIR Machine Learning Model Pipeline Implementation of COVID-19 Data
2022 Data Intelligence article Computer Science Research Data Management Practices Open access

Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Mariam Basajja, Joseph Bamidele Awotunde, Abdullahi Abubakar Kawu, Francisca Onaolapo Oladipo, +1 more

10

citations
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Building Energy and Comfort Optimization Open access

Laura Maier, Sönke Quast, Dominik Hering, Dirk Müller

1

citations
Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future
2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

Günter Schuh, Thomas Leich, Richard May

7

citations
System model of neuromorphic sequence learning on a memristive crossbar array
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Sebastian Siegel, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters

3

citations
Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury
2022 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

Giorgia Carra, Fabián Güiza, Ian Piper, Giuseppe Citerio, Andrew I.R. Maas, Bart P. Depreitere, +44 more

42

citations
Development of a machine learning-based surrogate model for friction prediction in textured journal bearings
2024 Friction article Engineering Tribology and Lubrication Engineering Open access

Yujun Wang, Georg Jacobs, Shuo Zhang, Benjamin Klinghart, Florian König

11

citations
A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion
2023 Scientific Reports article Medicine Cardiac Imaging and Diagnostics Open access

Sang Joon Park, Haruhito Yuki, Takayuki Niida, Keishi Suzuki, Daisuke Kinoshita, Iris A. McNulty, +6 more

11

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

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

16

citations
A machine learning model for nuclear Hessians based on GFN2-xTB-derived atomistic features
2025 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access

Gereon Feldmann, Pit Steinbach, Christoph Bannwarth

0

citations
A machine learning model for nuclear Hessians based on GFN2-xTB-derived atomistic features
2025 Zenodo (CERN European Organization for Nuclear Research) preprint Materials Science Machine Learning in Materials Science Open access

Gereon Feldmann, Pit Steinbach, Christoph Bannwarth

0

citations
Machine learning prediction model for postoperative outcome after perforated appendicitis
2022 Langenbeck s Archives of Surgery article Medicine Appendicitis Diagnosis and Management Open access

Roman Eickhoff, Alwin Bulla, Simon Bodo Eickhoff, Daniel Heise, Marius Julian Helmedag, Andreas Kroh, +3 more

32

citations
AMAIX: A Generic Analytical Model for Deep Learning Accelerators
2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

Lukas Jünger, Niko Zurstraßen, Tim Kogel, Holger Keding, Rainer Leupers

6

citations
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning
2025 Journal of Advances in Modeling Earth Systems article Environmental Science Soil Moisture and Remote Sensing Open access

Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more

0

citations
Mean pulmonary artery pressure prediction with explainable multi-view cardiovascular magnetic resonance cine series deep learning model
2024 Journal of Cardiovascular Magnetic Resonance article Medicine Pulmonary Hypertension Research and Treatments Open access

Li‐Hsin Cheng, Xiaowu Sun, Charlie Elliot, Robin Condliffe, David Gerard Kiely, Samer Alabed, +4 more

3

citations
Intelligent in-cell electrophysiology: Reconstructing intracellular action potentials using a physics-informed deep learning model trained on nanoelectrode array recordings
2025 Nature Communications article Neuroscience Neuroscience and Neural Engineering Open access

Keivan Rahmani, Yang Yang, Ethan Foster, Ching‐Ting Tsai, Dhivya Pushpa Meganathan, Diego D. Alvarez, +7 more

15

citations
Advanced automatic pass schedule design for hot rolling by coupling reinforcement learning with a fast rolling model
2023 Materials research proceedings conference-paper Engineering Metallurgy and Material Forming Open access

Christian Idzik

1

citations
Machine learning-driven prioritization of lipoprotein(a) testing: model development and validation
2026 European Journal of Preventive Cardiology article Medicine Lipoproteins and Cardiovascular Health Open access

Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Kanika Dharmayat, Amany K. Elshorbagy, +5 more

1

citations
SWDance: Transfer Learning a Text-To-Motion Model to Generate Choreography Conditioned on Spoken Word
2024 International Conference on Movement and Computing (MOCO) conference-paper Engineering Human Motion and Animation

Joyce den Hertog, Rob Saunders

0

citations
Automatic Learning of Subword Dependent Model Scales
2022 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access

Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney

0

citations
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis
2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)

Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more

0

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2023 Journal of Personalized Medicine article Medicine ECG Monitoring and Analysis Open access

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

19

citations
CalcAMP: A new machine learning model for the accurate pre-diction of antimicrobial activity of peptides
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Immunology and Microbiology Antimicrobial Peptides and Activities Open access

Colin Bournez

0

citations
CalcAMP: A new machine learning model for the accurate pre-diction of antimicrobial activity of peptides
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Immunology and Microbiology Antimicrobial Peptides and Activities Open access

Colin Bournez

0

citations
Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation - Part A: Data Generation
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Machine Fault Diagnosis Techniques

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations