From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “deep learning classification” 196

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

DEEPGRAFT, A DEEP LEARNING ALGORITHM TO CLASSIFY KIDNEY TRANSPLANT DISEASES FROM DIGITAL WHOLE SLIDE BIOPSY IMAGES
2020 Transplantation article Computer Science AI in cancer detection

Jesper Kers, Roman David Bülow, Barbara M. Klinkhammer, Gerben Eise Breimer, Rianne Hofstraat, Garry L. Corthals, +8 more

0

citations
Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks
2021 IEEE Vehicular Technology Conference conference-paper Computer Science Network Security and Intrusion Detection

Segun Isaiah Popoola, Guan Gui, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Haris Gacanin

28

citations
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition
2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification cited by 1 patent

Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi

109

citations
Automated color detection in orchids using color labels and deep learning
2021 PLoS ONE article Computer Science Advanced Neural Network Applications Open access

Diah Harnoni Apriyanti, Luuk Spreeuwers, Peter Lucas, Raymond N. J. Veldhuis

23

citations
Quantum Deep Learning: A Comprehensive Review
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, +7 more

0

citations
Auto deep learning for bioacoustic signals
2023 arXiv (Cornell University) preprint Computer Science Music and Audio Processing Open access

Giulio Tosato, Joshua Luke Janssen, Kees Kamp, Pramatya Jati, Dan Stowell

0

citations
Research on the Application of Computer Deep Learning in Image Processing
2020 IOP Conference Series Materials Science and Engineering conference-paper Computer Science Advanced Neural Network Applications Open access

Songchun Zhang, Zihao Zhang, Juliao Qiu

1

citations
Quantum Deep Learning: A Comprehensive Review
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, +7 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
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks
2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent

Segun Isaiah Popoola, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Guan Gui, Haris Gacanin

249

citations
BanffNET, a Deep Learning System for Comprehensive Histological Lesion Quantification in Kidney Transplant Biopsies
2026 medRxiv preprint Computer Science AI in cancer detection Open access

Giorgio Buzzanca, Chiara Pala, Junling He, Rianne Hofstraat, Alessandra Tammaro, Dominique van Midden, +41 more

2

citations
Deep learning detects premalignant lesions in the Fallopian tube
2024 npj Women s Health article Computer Science AI in cancer detection Open access cited by 1 patent

Joep M. A. Bogaerts, John‐Melle Bokhorst, Michiel Simons, Majke H.D. van Bommel, Miranda P. Steenbeek, Joanne A. de Hullu, +17 more

12

citations
Deep learning models to detect microsatellite instability in colorectal cancer from histological images
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

1

citations
Deep learning models to detect microsatellite instability in colorectal cancer from histological images
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

0

citations
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

24

citations
Inter-Facility Evaluation of Machine Learning Based Deep Hematopoietic Cell Classifiers for Cytological Evaluation of Hematopoiesis
2023 Blood conference-abstract Computer Science Digital Imaging for Blood Diseases Open access

Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Volkmar Schulz, +2 more

0

citations
Towards rapid differentiation of liver malignancies using optical coherence tomography and deep learning
2026 Optics & Laser Technology article Computer Science AI in cancer detection Open access

Patrick Wienholt, Caroline Girmen, Niels König, Sören Büsker, F. Meister, Anjali A. Roeth, +5 more

0

citations
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems
2020 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Wireless Signal Modulation Classification

Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Hikmet Sari, Fumiyuki Adachi

115

citations
Global birdsong embeddings enable superior transfer learning for bioacoustic classification
2023 Scientific Reports article Computer Science Music and Audio Processing Open access

Burooj Ghani, Stefan Kahl, Holger Klinck

165

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

2

citations
Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification
2024 Lecture notes in computer science conference-paper Computer Science Spam and Phishing Detection

Arthur Drichel, Benedikt von Querfurth, Ulrike Meyer

1

citations
Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning
2022 IEEE Vehicular Technology Conference conference-paper Computer Science Advanced Malware Detection Techniques

Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui

6

citations
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
The Impact of Robust Learning on Unsupervised Image Classification
2025 Signal Processing and Communications Applications Conference (SIU) conference-paper Computer Science Advanced Neural Network Applications

Ayça Şirin Kındap, Marc Hilbert

0

citations
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices
2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification

Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more

52

citations