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Papers matching “training data generation” 369

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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
Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images
2023 Cancers article Computer Science AI in cancer detection Open access

Lukas Glänzer, Husam E. Masalkhi, Anjali A. Roeth, Thomas Schmitz‐Rode, Ioana Slabu

9

citations
Ozone exceedance forecasting with enhanced extreme instance augmentation: A case study in Germany
2024 Environmental Modelling & Software article Environmental Science Air Quality Monitoring and Forecasting Open access

Tuo Deng, Astrid Manders, Arjo J. Segers, Arnold Willem Heemink, Hai Xiang Lin

3

citations
Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Jannik T. Lüthje, Jan C. Schulze, Adrian Caspari, Adel Mhamdi, Alexander Mitsos, Pascal M. Schäfer

3

citations
A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows
2022 Applied Intelligence article Engineering Lattice Boltzmann Simulation Studies Open access

Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder, Andreas Lintermann

14

citations
A Generative Model for Quasar Spectra
2022 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Anna–Christina Eilers, David W. Hogg, Bernhard Schölkopf, Daniel T. Foreman-Mackey, Frederick B. Davies, Jan–Torge Schindler

10

citations
78 Pharos: A Novel Mapping Software to Identify Cell Network Signal Strength for Mobile Health Epidemiology
2023 Journal of Clinical and Translational Science article Health Professions Mobile Health and mHealth Applications Open access

Carson Paige Moore, Govert J. van Dam, Maurice R. Odiere, David D. Wright, Thomas Scherr

0

citations
Graph-Enhanced Prompt Learning for Cross-Domain Contract Element Extraction
2025 ACM Transactions on Information Systems article Computer Science Topic Modeling Open access

Zihan Wang, Hanbing Wang, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren

3

citations
Virtual nasal cavity populations for flow prediction with distributed graph convolutional neural networks
2026 Physics of Fluids article Medicine Nasal Surgery and Airway Studies Open access

Hadrien Calmet, Joan Calafell, Puri Rishabh, Benedikt Harald Johanning-Meiners, Abel Gargallo‐Peiró, Rakesh Sarma, +3 more

0

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Thomas Nevolianis, Jan G. Rittig, Alexander Mitsos, Kai O. Leonhard

8

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Thomas Nevolianis, Jan G. Rittig, Alexander Mitsos, Kai O. Leonhard

3

citations
Early stage white etching crack identification using artificial neural networks
2021 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Xiaodi Liu, Baher Azzam, Freia Harzendorf, Ralf Schelenz, Kay Hameyer, Georg Jacobs

6

citations
Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks
2025 Advanced Engineering Informatics article Engineering Asphalt Pavement Performance Evaluation Open access

Dong Feng, Jinchao Guan, Chaoliang Fu, Yuanyuan Hu, Frédéric Otto, Álvaro García

20

citations
Joint State and Dynamics Estimation With High-Gain Observers and Gaussian Process Models
2020 IEEE Control Systems Letters article Engineering Control Systems and Identification Open access

Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio

7

citations
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials
2025 Environmental Science & Technology article Materials Science Nanoparticles: synthesis and applications Open access

Laura Aliisa Saarimäki, Michele Fratello, Giusy del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Tapio Alenius, +21 more

3

citations
Reducing manual workload in CT and MRI annotation with the Segment Anything Model 2
2026 BMC Medical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Leo Misera, Sven Nebelung, Zunamys Itzell Carrero, Keno K. Bressem, Marta Ligero, Jens‐Peter Kühn, +3 more

1

citations
A quality measure for repeating multiple-unit spike patterns
2026 Biological Cybernetics article Neuroscience Neural dynamics and brain function Open access

Günther Palm, Monica Paoletti, Junji Ito, Alessandra Stella, Sonja Grün

0

citations
Convolutional Neural Networks and Their Activations: An Exploratory Case Study on Mounded Settlements
2024 Journal of Computer Applications in Archaeology article Earth and Planetary Sciences Archaeological Research and Protection Open access

Șerban Vădineanu, Tuna Kalaycı, Daniël M. Pelt, Kees Joost Batenburg

3

citations
Reimagining third places: the role of GenAI robots in shaping interaction and trust in a polarized society
2025 Journal of Services Marketing article Computer Science AI in Service Interactions

Stefanie Paluch, Jochen Wirtz, Valentina Pitardi, Werner H. Kunz

2

citations
Security-enhanced cutting tool wear segmentation with federated learning
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Gustavo Laydner de Melo Rosa, Alexander Gwose, Philipp Ganser, Thomas Bergs

0

citations
Optically clocked switched-emitter-follower THA in a photonic SiGe BiCMOS technology
2021 Optics Express article Engineering Advanced Photonic Communication Systems Open access

Maxim Weizel, J. Christoph Scheytt, Franz X. Kärtner, Jeremy Witzens

4

citations
Releasing differentially private event logs using generative models
2025 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access

Frederik Wangelik, Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst

4

citations
PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series
2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access

Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova

1

citations
A configurable software platform for creating, reviewing and adjudicating annotation of unstructured text.
2022 International Journal for Population Data Science article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

Richard J Beare, Tanya Ravipati, Elizabeth Le, Taya Annabelle Collyer, Velandai K. Srikanth, Nadine E. Andrew

0

citations
EU-Citizen.Science: A Platform for Mainstreaming Citizen Science and Open Science in Europe
2021 Data Intelligence article Computer Science Research Data Management Practices Open access

Katherin Wagenknecht, Francisco García Sanz, Margaret M. Gold, Anne Bowser, Simone Rüfenacht, Luigi Ceccaroni, +1 more

30

citations