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Papers matching “deep learning classification” 423

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Comparison between transformers and convolutional models for fine-grained classification of insects
2023 Research portal (Tilburg University) preprint Computer Science Advanced Neural Network Applications Open access

Rita Pucci, Vincent J. Kalkman, Dan Stowell

1

citations
Parçacık sürü optimizasyonu destekli derin öğrenme ile gül yaprağı hastalık tespiti
2023 Zenodo (CERN European Organization for Nuclear Research) conference-paper Agricultural and Biological Sciences Smart Agriculture and AI Open access

Burak Gülmez

0

citations
Parçacık sürü optimizasyonu destekli derin öğrenme ile gül yaprağı hastalık tespiti
2023 conference-paper Agricultural and Biological Sciences Smart Agriculture and AI Open access

Burak Gülmez

0

citations
A benchmark for neural network robustness in skin cancer classification
2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more

65

citations
Advanced Microscopy and Machine Learning for Multiscale Analysis of Porosity and Mineralogy
2026 EGU General Assembly Conference Abstracts conference-abstract Environmental Science CO2 Sequestration and Geologic Interactions Open access

Joyce Schmatz, Mingze Jiang, Julia Schmitz

0

citations
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease
2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access

Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more

8

citations
Bone2Gene: Next-generation Phenotyping of Rare Bone Diseases
2026 medRxiv preprint Medicine Artificial Intelligence in Healthcare and Education Open access

Eike Bolmer, Philipp Schmidt, Isabel Fischer, Sebastian Rassmann, Adele Ruder, Alexander Hustinx, +54 more

2

citations
Are LSTMs good few-shot learners?
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

12

citations
Are LSTMs Good Few-Shot Learners?
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

0

citations
Comparative evaluation of CNN and ViT architectures for the petrographic classification of Levantine ceramic micrographs
2026 ACTA IMEKO article Computer Science Image Processing and 3D Reconstruction Open access

Sara Capriotti, Donatella Genovese, Alessio Devoto, Kamal Badreshany, Dennis Braekmans, Silvano Mignardi, +2 more

1

citations
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more

52

citations
A multi-band AGN-SFG classifier for extragalactic radio surveys using machine learning
2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Juan Karsten, Lingyu Wang, Berta Margalef-Bentabol, P. N. Best, R. Kondapally, Antonio La Marca, +4 more

6

citations
The potential of artificial intelligence-based applications in kidney pathology
2022 Current Opinion in Nephrology & Hypertension article Computer Science AI in cancer detection Open access

Roman David Bülow, Peter Boor

24

citations
Location and amount of joint involvement differentiates rheumatoid arthritis into different clinical subsets
2025 npj Digital Medicine article Medicine Rheumatoid Arthritis Research and Therapies Open access

Tjardo Daniël Maarseveen, Marc P. Maurits, Lavinia Agra Coletto, Simone Perniola, Stefan Böhringer, Nils Steinz, +20 more

14

citations
UISketch: A Large-Scale Dataset of UI Element Sketches
2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

Vinoth Pandian Sermuga Pandian, Sarah Suleri, Prof. Dr. Matthias Jarke

11

citations
Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods
2022 Brain and Spine review Engineering Medical Imaging and Analysis Open access

Caroline M.W. Goedmakers, Leonie Pereboom, Jan W. Schoones, M. L. de Leeuw den Bouter, R.F. Remis, Marius Staring, +1 more

10

citations
Learning From Simplicial Data Based on Random Walks and 1D Convolutions
2024 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Florian Frantzen, Michael T. Schaub

0

citations
Robustness of a DenseNet-121 for the Classification of ARDS in Chest X-Rays
2024 Current Directions in Biomedical Engineering article Medicine COVID-19 diagnosis using AI Open access

Simon Fonck, Sebastian Johannes Fritsch, Stefan Kowalewski, André Stollenwerk

3

citations
Introduction
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Consciousness Detection on Injured Simulated Patients Using Manual and Automatic Classification via Visible and Infrared Imaging
2021 Sensors article Computer Science Advanced Neural Network Applications Open access

Diana Queirós Pokee, Carina Barbosa Pereira, Lucas Mösch, Andreas Follmann, Michael Czaplik

9

citations
Synchronization and semantization in deep spiking networks
2025 arXiv (Cornell University) preprint Neuroscience Neural dynamics and brain function Open access

Jonas Oberste-Frielinghaus, Anno Christopher Kurth, Julian Göltz, Laura Kriener, Junji Ito, Mihai Alexandru Petrovici, +1 more

0

citations
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
2025 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) conference-paper Computer Science Network Security and Intrusion Detection Open access

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu

4

citations
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
2025 arXiv (Cornell University) preprint Computer Science Network Security and Intrusion Detection Open access

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Yan Li, Chang Liu

1

citations
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Medicine COVID-19 diagnosis using AI Open access

Md. Rezaul Karim, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, Stefan Decker

154

citations
Deep hierarchical subtyping of multi-organ systemic sclerosis trajectories - a EUSTAR study
2025 npj Digital Medicine article Medicine Systemic Sclerosis and Related Diseases Open access

Cécile Trottet, Manuel Schürch, L. Petelytska, Ivan Castellvi, Radim Bečvář, Jeska de Vries‐Bouwstra, +89 more

6

citations