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Papers matching “deep convolutional neural networks” 50

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Geometric Deep Learning Methods for Improved Generalizability in Medical Computer Vision: Hyperbolic Convolutional Neural Networks in Multi-Modality Neuroimaging
2024 medRxiv preprint Computer Science Advanced Neural Network Applications Open access

Cyrus Ayubcha, Sulaiman Sajed, Chady Omara, Anna B. Veldman, Shashi B. Singh, Yashas Ullas Lokesha, +4 more

0

citations
Identification of images of COVID-19 from Chest Computed Tomography (CT) images using Deep learning: Comparing COGNEX VisionPro Deep Learning 1.0 Software with Open Source Convolutional Neural Networks
2020 arXiv (Cornell University) preprint Medicine COVID-19 diagnosis using AI Open access

Arjun Sarkar, Joerg Vandenhirtz, József Nagy, David Bacsa

1

citations
Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo.
2022 Research Square preprint Engineering Optical Coherence Tomography Applications Open access

Iakovos Amygdalos, Enno Hachgenei, Luisa Burkl, Paul Goßmann, Laura I. Wolff, Mariia Druzenko, +9 more

1

citations
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease
2025 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access

Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more

0

citations
Automatic Modulation Classification Method for Multiple Antenna System Based on Convolutional Neural Network
2020 preprint Computer Science Wireless Signal Modulation Classification Open access

Juan Wang, Yu Wang, Wenmei Li, Fumiyuki Adachi, Haris Gacanin

0

citations
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review (Preprint)
2020 preprint Medicine Cutaneous Melanoma Detection and Management Open access

Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more

0

citations
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks
2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael S. Lew

1

citations
Euclid Quick Data Release (Q1). Searching for giant gravitational arcs in galaxy clusters with mask region-based convolutional neural networks
2025 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

C. Gouin, L. Bazzanini, G. Angora, P. Bergamini, Massimo Meneghetti, Rosati P, +93 more

1

citations
Efficient EEG Seizure Detection Using INT8 Quantization, Channel Pruning, and Spiking Neural Networks
2026 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Kartikey Ahlawat

0

citations
Deep Learning of Causal Structures in High Dimensions
2022 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

0

citations
Graph Neural Networks Do Not Always Oversmooth
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Bastian Epping, Alexandre René, Moritz Helias, Michael T. Schaub

3

citations
On Extreme Value Asymptotics of Projected Sample Covariances in High Dimensions with Applications in Finance and Convolutional Networks
2023 arXiv (Cornell University) preprint Mathematics Random Matrices and Applications Open access

Ansgar Steland

0

citations
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Siemen Brussee, Giorgio Buzzanca, Anne M.R. Schrader, Jesper Kers

0

citations
Deep Learning Voigt Profiles I. Single-Cloud Doublets
2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Bryson Stemock, Christopher W. Churchill, Avery Lee, Sultan Hassan, Caitlin C Doughty, Rogelio Granguillhome Ochoa

0

citations
Deep Learning-based Prediction of Intra-Cardiac Blood Flow in Long-axis Cine Magnetic Resonance Imaging
2022 Research Square preprint Medicine Advanced MRI Techniques and Applications Open access

Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Garg, Mehdi Hedjazi Moghari, Rob J. van der Geest

0

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
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

1

citations
Speed Limits for Deep Learning
2023 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Inbar Seroussi, Alexander A. Alemi, Moritz Helias, Zohar Ringel

0

citations
Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study
2021 Preprints.org preprint Engineering Industrial Vision Systems and Defect Detection Open access

Christian Knaak, Moritz Kröger, Frederic Schulze, Arnold Gillner

4

citations
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning
2023 ChemRxiv preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

André Colliard-Granero, Jenia Jitsev, Michael Hermann Eikerling, Kourosh Malek, Mohammad J. Eslamibidgoli

0

citations
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study (Preprint)
2020 preprint Computer Science AI in cancer detection Open access

Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more

0

citations
Deep Learning Based Tool Wear Estimation Considering Cutting Conditions
2024 arXiv (Cornell University) preprint Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Markus Meurer, Thomas Bergs

0

citations
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
Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access

Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, +1 more

4

citations
Effects of interpulse-interval variation on deep-learning classification of bat vocalizations
2026 arXiv (Cornell University) preprint Agricultural and Biological Sciences Bat Biology and Ecology Studies Open access

Welmoed Eversteijn, Burooj Ghani, A. Leonie Baier, Dan Stowell

0

citations