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Papers matching “learning needs” 1,503

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Performance of 3D Morphological Methods in the Machine Learning Assisted Classification of Closely Related Fossil Bivalve Species of the Genus Dreissena
2020 Malacologia article Environmental Science Aquatic Invertebrate Ecology and Behavior

Denise Klinkenbuß, Olivia Metz, Jessica Reichert, Torsten Hauffe, Thomas A. Neubauer, Frank P. Wesselingh, +1 more

6

citations
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?
2021 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access

Anne de Hond, Wouter Raven, Laurens Schinkelshoek, Menno Iskander Gaakeer, Ewoud ter Avest, Özcan Sir, +7 more

66

citations
Federated learning for privacy-preserving depression detection with multilingual language models in social media posts
2024 Patterns article Psychology Mental Health via Writing Open access

Samar Samir Khalil, Noha S. Tawfik, Marco René Spruit

34

citations
Teachers’ learning and sense-making processes in the context of an innovation: a two year follow-up study
2020 Professional Development in Education article Social Sciences Teacher Education and Leadership Studies Open access

Saskia Stollman, Jacobiene A. Meirink, P. Michiel Westenberg, Jan H. VAN DRIEL

21

citations
Over-the-Air Federated Learning Client Selection in Integrated Sensing, Computing and Communication
2024 IEEE International Conference on Communications workshops conference-paper Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Pan Zhu, Anke Schmeink

2

citations
Quantum machine learning beyond kernel methods
2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko

228

citations
In-context learning enables multimodal large language models to classify cancer pathology images
2024 Nature Communications article Computer Science AI in cancer detection Open access

Dyke Ferber, Georg Wölflein, Isabella C. Wiest, Marta Ligero, Srividhya Sainath, Narmin Ghaffari Laleh, +5 more

156

citations
Surgeons Learning Curve of Transforaminal Endoscopic Discectomy for Sciatica
2022 Neurospine article Medicine Spine and Intervertebral Disc Pathology Open access

Pravesh Shankar Gadjradj, Arnold Vreeling, Paul R. A. M. Depauw, Pieter J. Schutte, Biswadjiet Sanjay Harhangi

30

citations
A Fundamental Study for Gamification Design: Exploring Learning Tendencies’ Effects
2020 International Journal of Serious Games article Psychology Educational Games and Gamification Open access

Nadja Zaric, Vlatko Lukarov

23

citations
Contrastive learning for neural fingerprinting from limited neuroimaging data
2024 Frontiers in Nuclear Medicine article Neuroscience Functional Brain Connectivity Studies Open access

Nikolas Kampel, Farah Abdellatif, Nadim Jon Shah, Irene Neuner, Jürgen Dammers

2

citations
In-context learning enables multimodal large language models to classify cancer pathology images
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Dyke Ferber, Georg Wölflein, Isabella C. Wiest, Marta Ligero, Srividhya Sainath, Narmin Ghaffari Laleh, +5 more

1

citations
Application of Transfer Learning for Detecting Fiber Orientations in Images of Fiber Reinforced Plastics
2022 Materials science forum article Engineering Industrial Vision Systems and Defect Detection Open access

Hans Aoyang Zhou, Florian Brillowski, Christoph Greb, Daniel Lütticke

0

citations
Time to reality check the promises of machine learning-powered precision medicine
2020 The Lancet Digital Health article Computer Science Machine Learning in Healthcare Open access

Jack Wilkinson, Kellyn F Arnold, Eleanor J. Murray, Maarten van Smeden, Kareem Carr, Rachel J. Sippy, +6 more

250

citations
Towards verifiable Benchmarks for Reinforcement Learning
2022 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

Matthias Müller-Brockhausen, Aske Plaat, Mike Preuß

3

citations
Towards Hybrid Intelligence in Learning Organizations
2025 Frontiers in artificial intelligence and applications book-chapter Business, Management and Accounting Organizational Learning and Leadership Open access

Stephanie Tan, Wendy M. Aartsen, Dicky van Hamersveld, Catholijn M. Jonker

2

citations
Reliable validation of Reinforcement Learning Benchmarks
2022 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Matthias Müller-Brockhausen, Aske Plaat, Mike Preuß

0

citations
Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks
2021 The International Journal of Advanced Manufacturing Technology article Engineering Injection Molding Process and Properties Open access cited by 1 patent

Yannik Lockner, Christian Hopmann

97

citations
How learning-centred beliefs relate to awareness of educational identity and mission: An exploratory study among medical educators
2022 Medical Teacher article Medicine Innovations in Medical Education Open access

Marleen W. Ottenhoff- de Jonge, Yvonne Steinert, Iris van der Hoeven, Anneke W. M. Kramer, Roeland Matthijs van der Rijst

11

citations
Available guidance for ethical challenges in learning health systems: an integrative literature review
2026 Health Research Policy and Systems article Medicine Ethics in Clinical Research Open access

Sara J. M. Laurijssen, Rieke van der Graaf, Rolf H. H. Groenwold, Martine Charlotte de Vries, Wouter B van Dijk, Ewoud Schuit

1

citations
Auto deep learning for bioacoustic signals
2023 arXiv (Cornell University) preprint Computer Science Music and Audio Processing Open access

Giulio Tosato, Joshua Luke Janssen, Kees Kamp, Pramatya Jati, Dan Stowell

0

citations
Improving unsupervised stain-to-stain translation using self-supervision and meta-learning
2022 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof

31

citations
Fully Automated Global Powertrain Optimization for Electric Truck Using Active Learning Algorithm and Backwards Simulation Approach
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies

Bicheng Chen, Christoph Wellmann, Feihong Xia, René Savelsberg, Jakob Andert, Stefan Pischinger

2

citations
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
2021 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof

2

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

0

citations
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
2023 Critical Care Medicine article Medicine Respiratory Support and Mechanisms Open access

Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more

52

citations