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Papers matching “deep learning training” 417

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MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification
2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn

3

citations
Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features
2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

Ka Ho Tam, Maria Fernanda Soares, Jesper Kers, Edward J. Sharples, Rutger J. Ploeg, Maria E. Kaisar, +1 more

0

citations
Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Renal Histological Features
2022 medRxiv preprint Computer Science AI in cancer detection Open access

Ka Ho Tam, Maria Fernanda Soares, Jesper Kers, Edward J. Sharples, Rutger J. Ploeg, Maria E. Kaisar, +1 more

0

citations
3D bridge segmentation using semi-supervised domain adaptation
2025 Automation in Construction article Computer Science Domain Adaptation and Few-Shot Learning Open access

Maximilian Kellner, Timothy König, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Alexander Reiterer

12

citations
An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome
2021 conference-paper Computer Science Machine Learning in Healthcare

Chadi Barakat, Sebastian Johannes Fritsch, Morris Riedel, Sigurður Brynjólfsson

7

citations
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications
2025 Cognitive Computation article Computer Science Domain Adaptation and Few-Shot Learning Open access

Zixu Liu, Qinhao Wu, Yuan Chai, Huan Yu

1

citations
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation
2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Berit M. Verbist, +2 more

6

citations
Beyond NLL: Pathwise Cross-Entropy Loss for Discriminative and Calibrated Event-Time Survival Prediction
2026 IEEE Journal of Biomedical and Health Informatics article Computer Science Machine Learning in Healthcare

Jingmin Long, J. P. Li, Jesper Kers, Fons J. Verbeek

1

citations
Sexism Detection on a Data Diet
2024 conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access

Rabiraj Bandyopadhyay, Dennis Assenmacher, José M. Alonso, Claudia Wagner

3

citations
Enhancing Semantic Segmentation in High-Resolution TEM Images: A Comparative Study of Batch Normalization and Instance Normalization
2024 Microscopy and Microanalysis article Computer Science Advanced Neural Network Applications Open access

Bashir Kazimi, Stefan Sandfeld

10

citations
End-to-End Speech Recognition: A Survey
2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe

215

citations
End-to-End Speech Recognition: A Survey
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe

8

citations
Adaptive Representations of Sound for Automatic Insect Recognition
2022 arXiv (Cornell University) preprint Computer Science Music and Audio Processing Open access

Marius Faiß

0

citations
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset
2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Simon Lyra, Arian Mustafa, Jöran Rixen, Štefan Borik, Markus Lueken, Steffen K. Leonhardt

8

citations
A Step towards Interpretable Multimodal AI Models with MultiFIX
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Mafalda Malafaia, Thalea Schlender, Tanja Alderliesten, Peter A. N. Bosman

1

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
Adaptive representations of sound for automatic insect recognition
2023 PLoS Computational Biology article Computer Science Music and Audio Processing Open access

Marius Faiß, Dan Stowell

27

citations
Transformer vs. CNN – A Comparison on Knee Segmentation in Ultrasound Images
2022 EPiC series in health sciences conference-paper Computer Science Medical Image Segmentation Techniques Open access

Peter Brößner, Benjamin Hohlmann, Klaus Radermacher

5

citations
InsectSet459: A large dataset for automatic acoustic identification of insects (Orthoptera and Cicadidae)
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Music and Audio Processing Open access

Marius Faiß, Dan Stowell

0

citations
Towards a scientific workflow featuring Natural Language Processing for the digitisation of natural history collections
2020 Research Ideas and Outcomes article Computer Science Handwritten Text Recognition Techniques Open access

David C. Owen, Laurence Livermore, Quentin Groom, Alex Hardisty, Thijs Leegwater, Myriam van Walsum, +2 more

8

citations
Long-Memory Reservoir Computing for Data-Scarce Dengue Forecasting
2026 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access

Rahul Goswami, Shinjini Paul, Palash Ghosh, Tanujit Chakraborty

1

citations
A Hybrid CNN-LSTM Model for Handwritten Text Recognition with Comparative Analysis of Similarity Algorithms for Automated Answer Scoring
2026 Ingénierie des systèmes d information article Computer Science Handwritten Text Recognition Techniques Open access

Jayashree Bagade, Sagar Rajebhosale, Manisha Dhage, Chetas Hedaoo, Kavita Sultanpure, Shaunak Godbole

0

citations
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study
2023 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas Paul West, Jan Niehues, Gregory Patrick Veldhuizen, Philip Quirke, +24 more

6

citations
Speech separation for hearing-impaired children in the classroom
2026 The Journal of the Acoustical Society of America article Computer Science Speech and Audio Processing Open access

Feyisayo Olalere, Kiki van der Heijden, Hendrik Christiaan Stronks, Jeroen Johannes Briaire, Johan H. M. Frijns, Yağmur Güçlütürk

0

citations
Data variation-aware medical image segmentation
2022 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access

Arkadiy Dushatskiy, Gerry J. Lowe, Peter A. N. Bosman, Tanja Alderliesten

1

citations