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Papers matching “deep learning training” 417

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Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access

Angelos Theofilatos, Alexandre Viardin, László Sturz

1

citations
Automated curation of large‐scale cancer histopathology image datasets using deep learning
2024 Histopathology article Computer Science AI in cancer detection Open access

Lars Hilgers, Narmin Ghaffari Laleh, Nicholas Paul West, Alice C. Westwood, Katherine Jane Hewitt, Philip Quirke, +9 more

11

citations
SGD Biased towards Early Important Samples for Efficient Training
2023 Proceedings conference-paper Computer Science Stochastic Gradient Optimization Techniques

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

3

citations
The Aachen Protocol for Deep Learning Histopathology: A hands-on guide for data preprocessing
2020 Zenodo (CERN European Organization for Nuclear Research) article Computer Science AI in cancer detection Open access

Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Lara Rosaline Heij, Roman David Buelow, Jeremias Krause, +8 more

29

citations
Deep Learning Approach for Bubble Detection and Segmentation with YOLOv5
2024 Preprints.org preprint Computer Science Advanced Neural Network Applications Open access

Amit Sharma, Moritz Eickhoff, Thomas Echterhof, Christian Wuppermann

6

citations
A Novel Semi-Supervised Learning Framework for Specific Emitter Identification
2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification

Xue Gang Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi

9

citations
Distributed Learning for Automatic Modulation Classification in Edge Devices
2020 IEEE Wireless Communications Letters article Computer Science Wireless Signal Modulation Classification

Yu Wang, Liang Guo, Jie Yang, Bamidele Adebisi, Haris Gacanin, Guan Gui

84

citations
Deep learning can predict lymph node status directly from histology in colorectal cancer
2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

Lennard Kiehl, Sara Kuntz, Julia Höhn, Tanja B. Jutzi, Eva Krieghoff‐Henning, Jakob Nikolas Kather, +10 more

77

citations
Deep learning-based histopathologic segmentation of peritubular capillaries in kidney transplant biopsies
2025 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Dominique van Midden, Linda Studer, Meyke Hermsen, Eric J. Steenbergen, Jesper Kers, Nicolas Kozakowski, +3 more

4

citations
Influence of Number of Subjects and Number of Trials on Biomechanical Variable Estimation via Deep-Learning Models and Wearable IMUs During Drop Landings
2025 IEEE Sensors Journal article Computer Science Context-Aware Activity Recognition Systems

Tao Sun, Tian Tan, Dongxuan Li, Bernd A. Markert, Peter Bradley Shull, Franz Bamer

3

citations
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning
2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access

Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more

3

citations
The impact of site-specific digital histology signatures on deep learning model accuracy and bias
2021 Nature Communications article Computer Science AI in cancer detection Open access

Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more

320

citations
Digital image processing with deep learning for automated cutting tool wear detection
2020 Procedia Manufacturing article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

Thomas Bergs, Carsten Holst, Pranjul Gupta, Thorsten Augspurger

172

citations
Acoustic source localization by deep-learning attention-based modulation of microphone array data
2024 NDT & E International article Computer Science Direction-of-Arrival Estimation Techniques Open access

Georg Karl Kocur, Denny Thaler, Bernd A. Markert

9

citations
Automated Dentate Nucleus Segmentation from QSM Images Using Deep Learning
2024 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

Diogo H. Shiraishi, Susmita Saha, Isaac Mawusi Adanyeguh, Sirio Cocozza, Louise A. Corben, Andreas Deistung, +29 more

0

citations
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis
2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)

Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more

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
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
CerebNet: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation
2022 NeuroImage article Computer Science Medical Image Segmentation Techniques Open access

Jennifer Faber, David Kügler, Emad Bahrami, Lea-Sophie Heinz, Dagmar Timmann, Thomas Michael Ernst, +18 more

87

citations
Deep learning for the fully automated segmentation of the inner ear on MRI
2021 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

Akshayaa Vaidyanathan, Marly F. J. A. van der Lubbe, Ralph T. H. Leijenaar, Marc van Hoof, Fadila Zerka, Benjamin Miraglio, +12 more

79

citations
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study
2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access

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

64

citations
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney
2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more

25

citations
The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more

25

citations
Combining Deep Learning and Physical Models: A Benchmark Study on All‐Sky Imager‐Based Solar Nowcasting Systems
2023 Solar RRL article Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Bijan Nouri, Stefan Wilbert, Niklas Benedikt Blum, Dominik Schnaus, Rudolph Triebel, +4 more

20

citations