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Papers matching “deep feature extraction” 111

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Good Deep Features to Track: Self-Supervised Feature Extraction and Tracking in Visual Odometry
2025 arXiv (Cornell University) preprint Engineering Robotics and Sensor-Based Localization Open access

Sai Puneeth Reddy Gottam, Haoming Zhang, Eivydas Keras

0

citations
Metrologically interpretable feature extraction for industrial machine vision using generative deep learning
2022 CIRP Annals article Engineering Industrial Vision Systems and Defect Detection

Robert Heinrich Schmitt, Dominik Wolfschläger, Evelina Masliankova, Benjamin Montavon

20

citations
Latency-Driven Joint Feature Extraction and Resource Allocation for Multi-Task Multi-Access Semantic Communications
2025 IEEE Journal on Selected Areas in Communications article Social Sciences Advanced Computing and Algorithms

Yulin Hu, Xiaopeng Yuan, Anke Schmeink

1

citations
MO062: Pan-Disease Segmentation and Feature Extraction for Large-Scale Digital Nephropathology
2022 Nephrology Dialysis Transplantation conference-abstract Medicine Renal and Vascular Pathologies

David Laurin Hölscher, Nassim Bouteldja, Yu-Chia Lan, Saskia Freifrau von Stillfried, Roman David Bülow, Peter Boor

1

citations
Morphological Information Extraction in medical imaging using deep learning interpretability: application case on craniofacial dysmorphism
2023 Research Square preprint Dentistry Dental Radiography and Imaging Open access

Masrour Makaremi, Benoit Marcy, Ikram Chraibi Kaadoud, Alireza Vafaei Sadr, Ali Mohammad‐Djafari, Salomé Sadoun, +2 more

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 Welding Techniques and Residual Stresses Open access

Christian Knaak, Moritz Kröger, Frederic Schulze, Arnold Gillner

4

citations
Multiscale Network Traffic Prediction Method Based on Deep Echo-State Network for Internet of Things
2022 IEEE Internet of Things Journal article Computer Science Neural Networks and Reservoir Computing

Jian Zhou, Fu Xiao, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari

57

citations
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent

Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more

88

citations
Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax
2025 conference-paper Computer Science Wireless Signal Modulation Classification

Ai Chen, Weiqi Sun, Xixi Zhang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, +1 more

3

citations
Inverse Filtering for ECG Signal Reconstruction-A Deep Learning Approach
2025 conference-paper Medicine ECG Monitoring and Analysis

Markus Lueken, Yessine Chaabene, Matthias Daniel Zink, Steffen K. Leonhardt

0

citations
Pixel-level deep-learning segmentation of myoendocardial biopsies network (SOME-Net)
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

0

citations
Deep learning approaches for force feedback based void defect detection in friction stir welding
2021 Journal of Advanced Joining Processes article Engineering Advanced Welding Techniques Analysis Open access

Pascal Rabe, Alexander Schiebahn, Uwe Reisgen

41

citations
Self-supervised deep learning for pan-cancer mutation prediction from histopathology
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more

10

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 can predict cardiovascular events from liver imaging
2025 JHEP Reports article Medicine Liver Disease Diagnosis and Treatment Open access

Gregory Patrick Veldhuizen, Tim Lenz, Didem Çifçi, Marko van Treeck, Jan Clusmann, Yazhou Chen, +6 more

8

citations
Semantic Feature Compression and Adaption for Latency-Sensitive Semantic Communication
2024 IEEE Globecom Workshops (GC Wkshps) conference-paper Engineering Advanced Wireless Communication Technologies

Huanyu Zhang, Yulin Hu, Xiaopeng Yuan, Anke Schmeink

0

citations
Heterogeneous data-driven aerodynamic modeling based on physical feature embedding
2023 Chinese Journal of Aeronautics article Physics and Astronomy Model Reduction and Neural Networks Open access

Weiwei Zhang, Xuhao Peng, Jiaqing Kou, Xu Wang

39

citations
Recent Advances in the Prediction of Protein Structural Classes: Feature Descriptors and Machine Learning Algorithms
2021 Crystals article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Lin Zhu, Mehdi D. Davari, Wenjin Li

15

citations
An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs
2022 INFORMS journal on computing article Engineering Scheduling and Optimization Algorithms

Zachary Steever, Chase C. Murray, Junsong Yuan, Mark H. Karwan, Marco E. Lübbecke

5

citations
Radiomics: from qualitative to quantitative imaging
2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Sithin Thulasi Seetha, Turkey Refaee, Relinde I. Y. Lieverse, Renée W. Y. Granzier, Abdalla Ibrahim, Simon Keek, +10 more

384

citations
Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework
2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Sergey P. Primakov, Manon P. L. Beuque, Henry C. Woodruff, Iva Halilaj, Guangyao Wu, +6 more

275

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
Discriminative feature modeling for statistical speech recognition
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Zoltán Tüske

1

citations
An Efficient Intrusion Detection Method Based on Dynamic Autoencoder
2021 IEEE Wireless Communications Letters article Computer Science Network Security and Intrusion Detection

Ruijie Zhao, Jie Yin, Zhi Xue, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more

93

citations
Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses
2023 conference-paper Engineering Robot Manipulation and Learning

Hongzhuo Liang, Cong Lin, Jianzhi Lyu, Pingfa Feng, Jianwei Zhang

25

citations