From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “learning needs” 1,529

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings
2026 Ecological Informatics article Computer Science Music and Audio Processing Open access

Hilde I. Hummel, Sandjai Bhulai, Rob van der Mei, Burooj Ghani

3

citations
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists
2024 Biological reviews/Biological reviews of the Cambridge Philosophical Society review Computer Science Music and Audio Processing Open access

Arik Kershenbaum, Çağlar Akçay, Lakshmi Babu Saheer, Alexander Barnhill, Paul Best, Jules Cauzinille, +16 more

59

citations
Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework
2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Sergey P. Primakov, Manon P. L. Beuque, Henry C. Woodruff, Iva Halilaj, Guangyao Wu, +6 more

276

citations
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function
2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access cited by 2 patents

Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders

137

citations
Effects of active exploration on novelty-related declarative memory enhancement
2021 Neurobiology of Learning and Memory article Neuroscience Memory and Neural Mechanisms Open access

Judith Schomaker, Bianca C. Wittmann

29

citations
Improving musculoskeletal care with AI enhanced triage through data driven screening of referral letters
2025 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Tjardo Daniël Maarseveen, Herman Kasper Glas, Josien Veris-van Dieren, Erik B. van den Akker, Rachel Knevel

20

citations
Teaching resources for the European Open Platform for Prescribing Education (EurOP2E)—a nominal group technique study
2022 npj Science of Learning article Medicine Innovations in Medical Education Open access

Michiel J. Bakkum, Bryan J. Loobeek, Milan C. Richir, Paraskevi Papaioannidou, Robert Likić, Emílio J. Sanz, +8 more

6

citations
Gaze behavior as a key to revealing strategies for identifying indirectly proportional graphs in thermodynamic and mathematical context
2025 Physical Review Physics Education Research article Psychology Visual and Cognitive Learning Processes Open access

Paula Fehlinger, S. Becker, Bianca Watzka

6

citations
A data-driven strategy for phase field nucleation modeling
2024 npj Materials Degradation article Materials Science Machine Learning in Materials Science Open access

Yang Hu, Kai Wang, Robert Spatschek

6

citations
Primary School Teacher Perspectives on Effective Dashboard Use in the Classroom
2025 Journal of Learning Analytics article Computer Science Online Learning and Analytics Open access

Monique Van Kessel, Inge Molenaar, Carolien A. N. Knoop‐van Campen, Mario de Jonge, Nadira Saab

13

citations
Competencies for designing resilient systems in engineering education – a content analysis of selected study programs of five European technical universities
2023 European Journal of Engineering Education article Engineering Engineering Education and Curriculum Development

Ann-Kristin Winkens, Carmen Leicht-Scholten

9

citations
The Changing Face of Oncology Research, Drug Development, and Clinical Practice: Toward Patient‐Focused Precision Therapeutics
2020 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials Open access

Karthik Venkatakrishnan, Piet H. van der Graaf, Sarah A. Holstein

4

citations
Multi‐parameter design optimization of crash box for crashworthiness analysis
2024 PAMM article Engineering Transportation Safety and Impact Analysis Open access

Aditya Borse, Rutwik Gulakala, Marcus Stoffel

4

citations
Prediction-guided clustering for sepsis phenotyping: a retrospective cohort analysis
2026 Intensive Care Medicine Experimental article Medicine Sepsis Diagnosis and Treatment Open access

Paul Hilders, Lada Lijović, Martijn Otten, Laurens A. Biesheuvel, Floor Hiemstra, Marcel van der Kuil, +4 more

4

citations
Alice im digitalen Wunderland: pädiatrische Lehre in der COVID-19-Pandemie
2020 Monatsschrift Kinderheilkunde article Medicine Innovations in Medical Education Open access

3

citations
Prediction-guided clustering for sepsis phenotyping: a retrospective cohort analysis
2026 Apollo (University of Cambridge) article Medicine Sepsis Diagnosis and Treatment Open access

Paul Hilders, Lada Lijović, Martijn Otten, Laurens A. Biesheuvel, Floor Hiemstra, Marcel van der Kuil, +4 more

0

citations
Prediction-guided clustering for sepsis phenotyping: a retrospective cohort analysis
2026 Figshare supplementary-materials Medicine Sepsis Diagnosis and Treatment Open access

Paul Hilders, Lada Lijović, Martijn Otten, Laurens A. Biesheuvel, Floor Hiemstra, Marcel van der Kuil, +4 more

0

citations
Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform
2023 IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN) conference-paper Computer Science Software Engineering Techniques and Practices

Petra Heck, Gerard Schouten

9

citations
Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform
2023 arXiv (Cornell University) preprint Computer Science Software Engineering Techniques and Practices Open access

Petra Heck, Gerard Schouten

1

citations
Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings
2026 arXiv (Cornell University) preprint Earth and Planetary Sciences Underwater Acoustics Research Open access

Hilde I. Hummel, Sandjai Bhulai, Rob D. van der Mei, Burooj Ghani

0

citations
Graph Neural Network Encoder for Layout Planning and Scheduling in Line-less Mobile Assembly Systems
2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Lea Kaven, Amon Göppert, Robert Heinrich Schmitt

0

citations
Accuracy and clinical effectiveness of risk prediction tools for pressure injury occurrence: An umbrella review
2025 PLoS Medicine review Medicine Pressure Ulcer Prevention and Management Open access

Bethany Hillier, Katie Scandrett, April Coombe, Tina Hernandez‐Boussard, Ewout Willem Steyerberg, Yemisi Takwoingi, +2 more

18

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Numerical methods in engineering Open access

Yousef Heider

10

citations
Facilitating pharmacy staff's conversations about non-medical medication switches: Development and testing of a communication training
2023 Research in Social and Administrative Pharmacy article Pharmacology, Toxicology and Pharmaceutics Pharmacy and Medical Practices Open access

Laura Schackmann, Mette Heringa, Majanne Wolters, Adrianne Faber, Liset van Dijk, Ellen S. Koster, +1 more

8

citations
Analysis of B-Scan Ultrasonography Using Neural Networks to Predict Risk of Fibrosis in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)
2026 Ultrasound in Medicine & Biology article Medicine Liver Disease Diagnosis and Treatment Open access

J. Stansch, Kien Vu Trung, Valentin Blank, Jakob Nikolas Kather, Moritz Herzog, Tobias Seibel, +5 more

3

citations