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Papers matching “deep learning classification” 423

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Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network
2022 Globecom conference-paper Computer Science Wireless Signal Modulation Classification

Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin

17

citations
Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training
2020 conference-paper Computer Science Machine Learning and Data Classification

Philipp Gräbel, Gregor Nickel, Martina Margrit Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara M. Klinkhammer, +3 more

3

citations
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome
2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access

Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more

1

citations
Supervised learning for low-resource isolated glyph recognition in palm leaf manuscripts
2025 Pattern Recognition article Computer Science Handwritten Text Recognition Techniques Open access

Erick Paulus, Jean-Christophe Burie, Fons J. Verbeek

1

citations
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
2021 Journal of Medical Internet Research review 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

66

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
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
2024 IEEE Geoscience and Remote Sensing Magazine article Engineering Remote-Sensing Image Classification Open access

Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, +8 more

109

citations
Precision Through Detail: Radiomics and Windowing Techniques as Key for Detecting Dens Axis Fractures in CT Scans
2025 Diagnostics article Engineering Medical Imaging and Analysis Open access

Karl Ludger Radke, Anja Müller‐Lutz, Daniel Benjamin Abrar, Marius Vach, Christian Rubbert, David Latz, +4 more

2

citations
A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability
2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

Yuxuan Yang, Yanli Li

8

citations
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining
2025 Algorithms article Neuroscience EEG and Brain-Computer Interfaces Open access

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski

2

citations
KAN We Improve on HEP Classification Tasks? Kolmogorov–Arnold Networks Applied to an LHC Physics Example
2025 Computing and Software for Big Science article Computer Science Neural Networks and Applications Open access

J. Erdmann, Florian Mausolf, Jan Lukas Späh

8

citations
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access

Sarah Haggenmüller, Roman Christoph Maron, Achim Hekler, Jochen Sven Utikal, Catarina Barata, Raymond L. Barnhill, +59 more

269

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
Leveraging attention‐based visual clue extraction for image classification
2021 IET Image Processing article Computer Science Advanced Neural Network Applications Open access

Yunbo Cui, Youtian Du, Xue Wang, Hang Wang, Chang Su

2

citations
A novel surrogate-assisted evolutionary algorithm applied to partition-based ensemble learning
2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 2 patents

Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman

13

citations
Classification of Heart Sounds Using Convolutional Neural Network
2020 Applied Sciences article Medicine Phonocardiography and Auscultation Techniques Open access

Fan Li, Hong Xiang Tang, Shang Shang, Klaus Mathiak, Fengyu Cong

128

citations
Teacher-student collaborative knowledge distillation for image classification
2022 Applied Intelligence article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Chuanyun Xu, Wenjian Gao, Tian Li, Nanlan Bai, Gang Li, Yang Zhang

71

citations
Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network
2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Neuroscience EEG and Brain-Computer Interfaces

Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, +1 more

19

citations
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen‐Adad, Dorit Merhof

22

citations
Gut–brain axis volatile organic compounds derived from breath distinguish between schizophrenia and major depressive disorder
2023 Journal of Psychiatry and Neuroscience article Engineering Advanced Chemical Sensor Technologies Open access

Marian Lüno, Carina Jiang, Gabriela Meyer-Lotz, Christoph Hoeschen, Thomas Frodl

21

citations
Tackling the challenges of bioimage analysis
2020 eLife article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Daniël M. Pelt

11

citations
Artificial Intelligence in Kidney Transplant Pathology: Current Evidence, Limitations, and Relevance to the Banff Framework
2026 Kidney International Reports review Computer Science AI in cancer detection Open access

Aleksandar Đenić, Dominique van Midden, Peter Boor, Alton B. Farris, Kim Solez

0

citations
Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy
2023 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Maryam Berijanian, Nadine S. Schaadt, Boqiang Huang, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof

10

citations