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Papers matching “learning potential” 1,123

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Machine Learning Techniques for Developing Remotely Monitored Central Nervous System Biomarkers Using Wearable Sensors: A Narrative Literature Review
2023 Sensors article Computer Science Context-Aware Activity Recognition Systems Open access

Ahnjili Zhuparris, Annika A. de Goede, Iris E. Yocarini, Wessel Kraaij, Geert Jan Groeneveld, Robert Jan Doll

11

citations
A Deep Learning Approach to Upscaling “Low-Quality” MR Images: An In Silico Comparison Study Based on the UNet Framework
2022 Applied Sciences article Computer Science Advanced Image Processing Techniques Open access

Rishabh Sharma, Panagiotis Tsiamyrtzis, ANDREW G. WEBB, Ioannis Seimenis, Constantinos Loukas, Ernst L. Leiss, +1 more

11

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
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning
2024 Computers in Biology and Medicine article Medicine Nasal Surgery and Airway Studies Open access cited by 1 patent

Mario Rüttgers, Moritz Waldmann, Klaus Vogt, Justus F. R. Ilgner, Wolfgang Schröder, Andreas Lintermann

9

citations
MultiETSC: automated machine learning for early time series classification
2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

Gilles B. Ottervanger, Mitra Baratchi, Holger H. Hoos

9

citations
Combining mechanistic modeling with machine learning as a strategy to predict inflammatory bowel disease clinical scores
2025 Frontiers in Pharmacology article Medicine Inflammatory Bowel Disease Open access

Jaehee V. Shim, Markus Rehberg, Britta Wagenhuber, Piet H. van der Graaf

9

citations
Resource frugal optimizer for quantum machine learning
2023 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Max Hunter Gordon, Michał Bączyk, Marco Cerezo, Łukasz Cincio, Patrick J. Coles

9

citations
Plaque burden estimated from optical coherence tomography with deep learning: In vivo validation using co‐registered intravascular ultrasound
2022 Catheterization and Cardiovascular Interventions article Medicine Coronary Interventions and Diagnostics Open access

Jiayue Huang, Shengxian Tu, Shinichiro Masuda, Kai Ninomiya, Jouke Dijkstra, Miao Chu, +6 more

9

citations
Active galactic nucleus–host galaxy photometric decomposition using a fast, accurate, and precise deep learning approach
2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Berta Margalef-Bentabol, Lingyu Wang, N. Pandolfo, Antonio La Marca, Vicente Rodríguez-Gómez

9

citations
Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning
2025 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, +1 more

7

citations
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou

6

citations
A Deep-Learning-Computed Cancer Score for the Identification of Human Hepatocellular Carcinoma Area Based on a Six-Colour Multiplex Immunofluorescence Panel
2023 Cells article Computer Science AI in cancer detection Open access

Axel Dievernich, Johannes Stegmaier, Pascal Achenbach, Svetlana Warkentin, Till A. Braunschweig, Ulf P. Neumann, +1 more

6

citations
Faster Acquisition and Improved Image Quality of T2-Weighted Dixon Breast MRI at 3T Using Deep Learning: A Prospective Study
2025 Korean Journal of Radiology article Medicine MRI in cancer diagnosis Open access

Caroline Wilpert, Alexander Rau, Maximilian Frederik Russe, Benedict Oerther, Ralph Strecker, Dominik Marcel Nickel, +8 more

6

citations
Statistical Physics for Medical Diagnostics: Learning, Inference, and Optimization Algorithms
2020 Diagnostics article Health Professions Artificial Intelligence in Healthcare Open access

Abolfazl Ramezanpour, Andrew L. Beam, Jonathan H. Chen, Alireza Mashaghi

6

citations
Eco-friendly production of AgNPs by ultrasound-intensified continuous method, and process evaluation via life cycle assessment and machine learning
2025 Ultrasonics Sonochemistry article Materials Science Nanoparticles: synthesis and applications Open access

Juncheng Hu, Hengyi Zhu, Jiawei Zhang, K. Yang, Ning Xue, Justin Z. Lian, +3 more

4

citations
Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity
2022 Cerebral Cortex article Neuroscience Functional Brain Connectivity Studies Open access

Benjamin Clemens, Jérémy Lefort‐Besnard, Christoph Ritter, Elke Stefanie Smith, Mikhail Votinov, Birgit Derntl, +2 more

4

citations
Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard
2026 Research article Engineering Medical Imaging and Analysis Open access

Xing Cheng, Maoping Zhang, Zhenxiao Ren, Tang Tang, Xiaolin Meng, Zhong Huang, +15 more

4

citations
Advancing TBM Performance: Integrating Shield Friction Analysis and Machine Learning in Geotechnical Engineering
2024 Geotechnics article Engineering Tunneling and Rock Mechanics Open access

Marcel Schlicke, Helmut Wannenmacher, Konrad Nübel

4

citations
Detection of abnormal SOH estimates in battery field data using statistical learning
2025 Cell Reports Physical Science article Engineering Battery Modeling and Management Open access

Valentin Steininger, Katharina Lilith Quade, Katharina Rumpf, Stephan Bihn, Jürgen Ringler, Dirk Uwe Sauer, +1 more

3

citations
Machine Learning-Driven Site Selection for Wind Farms in Poland
2025 Energies article Energy Wind Energy Research and Development Open access

Artur Amsharuk, Grażyna Łaska, Kagan Yüksel, Reinhard Madlener

3

citations
Radiomics-based analysis by machine learning techniques improves characterization of functionally significant coronary lesions
2022 European Heart Journal article Medicine Cardiac Imaging and Diagnostics Open access

Georgios-Eleftherios Kalykakis, F Van Driest, Dimitrios Terentes, Alexander Broersen, Pavlos P. Kafouris, T Pitsariotis, +9 more

2

citations
Productivity and learning effects of augmented reality head-mounted displays
2025 Computers in Human Behavior Reports article Computer Science Augmented Reality Applications Open access

Özgür Gürerk, Thomas Bohné, Guillermo Alvarez Alonso

2

citations
Framing the future: 3D concrete printing, hybrid manufacturing and the role of artificial intelligence and machine learning
2026 Cement and Concrete Research article Engineering Innovations in Concrete and Construction Materials Open access

Richard A. Buswell, Babak Jamhiri, Marziyeh Mohammadi, Dmitrii Sokolov, Abdul Azziz Al Farhan, Xingzi Liu, +5 more

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
Reinforcement Learning for Optimized Multi-Use Operation of Battery Energy Storage Systems
2025 ACM SIGEnergy Energy Informatics Review article Engineering Electric Power System Optimization Open access

Andreas Ulbig

1

citations