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Papers matching “deep learning training data” 641

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A Simulation-based End-to-End Learning Framework for Evidential Occupancy Grid Mapping
2021 IEEE Intelligent Vehicles Symposium conference-paper Engineering Robotics and Sensor-Based Localization Open access

Raphael van Kempen, Bastian Lampe, Timo Woopen, Lutz Eckstein

0

citations
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores
2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access

Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more

3

citations
Artificial intelligence in foot and ankle surgery: current concepts
2023 Die Orthopädie article Medicine Artificial Intelligence in Healthcare and Education Open access

Abhishek Vaish, Filippo Migliorini, Raju Vaishya

14

citations
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Reza Azad, Dorit Merhof

2

citations
A Novel Malware Traffic Classification Method using Semi-Supervised Learning
2021 IEEE Vehicular Technology Conference conference-paper Computer Science Advanced Malware Detection Techniques

Yu Wang, Jie Yang, Haris Gacanin, Song Ci

6

citations
A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids
2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Rizwan Ali, Yassinali Tamboli, Saba M. Alsubaie, Sikander Hayat, Mohamed Boudjelal

0

citations
Domain-incremental white blood cell classification with privacy-aware continual learning
2025 Scientific Reports article Computer Science Digital Imaging for Blood Diseases Open access

Pratibha Kumari, Afshin Bozorgpour, Daniel Reisenbüchler, Edgar Jost, Martina Margrit Crysandt, Christian Matek, +1 more

7

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
KI:STE Project − AI Strategy for Earth System Data
2021 conference-abstract Computer Science Artificial Intelligence Applications Open access

Scarlet Stadtler, Julia Kowalski, Markus Abel, Ribana Roscher, Susanne Crewell, Benedikt Gräler, +2 more

0

citations
Supervised machine learning aided behavior classification in pigeons
2022 Behavior Research Methods article Computer Science Human Pose and Action Recognition Open access

Neslihan Wittek, Kevin Wittek, Christopher Keibel, Onur Güntürkün

18

citations
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement
2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access

Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more

33

citations
Comparative Analysis of Self-Supervised Learning Techniques for Electron Microscopy Images
2024 BIO Web of Conferences conference-paper Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

Bashir Kazimi, Stefan Sandfeld

0

citations
Wearable based monitoring and self-supervised contrastive learning detect clinical complications during treatment of Hematologic malignancies
2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Malte Jacobsen, Rahil Gholamipoor, Till A. Dembek, Pauline Rottmann, Marlo Verket, Julia Brandts, +11 more

20

citations
An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome
2021 conference-paper Computer Science Machine Learning in Healthcare

Chadi Barakat, Sebastian Johannes Fritsch, Morris Riedel, Sigurður Brynjólfsson

7

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
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
Multi-Task Semi-Supervised Learning For Pulmonary Lobe Segmentation
2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques

Jingnan Jia, Zhiwei Zhai, Irene Hernandez Giron, Marius Staring, Berend C. Stoel

5

citations
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation
2021 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Jingnan Jia, Irene Hernandez Giron, Marius Staring, Berend C. Stoel

0

citations
Unsupervised learning for defect segmentation in in-line industrial X-ray computed tomography
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian

0

citations
AI, citizen science data and expert opinions: towards an improved fossil identification process
2026 PeerJ Computer Science article Computer Science Advanced Neural Network Applications Open access

Isaak Eijkelboom, Laurens Hogeweg, Django Brunink, Menno Jansen, Hansjorg Ahrens, Charlie Schouwenburg, +6 more

0

citations
Understanding transfer learning and gradient-based meta-learning techniques
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

Mike Huisman, Aske Plaat, Jan N. van Rijn

12

citations
A Full Compression Pipeline for Green Federated Learning in Communication-Constrained Environments
2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Elouan Colybes, Shirin Salehi, Anke Schmeink

0

citations
Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
2024 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more

3

citations
FloodPULSEO
2026 Harvard Dataverse dataset Environmental Science Flood Risk Assessment and Management Open access

Ravi Kumar, Ali Surojaya, Antara Dasgupta

0

citations
Congestion assessment using a self-supervised contrastive learning-derived risk index in patients with congestive heart failure (CONAN): protocol and design of a prospective cohort study
2025 European Heart Journal - Digital Health article Medicine Heart Failure Treatment and Management Open access

Bojan Hartmann, Niels‐Ulrik Korbinian Hartmann, Julia Brandts, Marlo Verket, Nikolaus Marx, Niveditha Dinesh, +7 more

0

citations