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Papers matching “multi-class classification” 24

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Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images
2023 Scientific Reports article Computer Science AI in cancer detection Open access

John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma E. Mesker, Michael Vieth, +2 more

60

citations
Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status
2020 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent

Tobias Piotrowski, Oliver Rippel, Andreas Elanzew, Bastian Nießing, Sebastian Stucken, Sven Jung, +6 more

50

citations
Multi-class Differentiation of Liver Parenchyma and Liver Malignancies in Optical Coherence Tomography Images ex vivo: A Comparison of Machine-learning Models
2025 HPB article Computer Science AI in cancer detection Open access

Patrick Wienholt, Caroline Girmen, Niels König, Robert Heinrich Schmitt, S. Büsker, Daniel Truhn, +2 more

0

citations
Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
2026 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Johannes Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Convergence rates of deep ReLU networks for multiclass classification
2022 Electronic Journal of Statistics article Computer Science Stochastic Gradient Optimization Techniques Open access

Thijs Bos, Johannes Schmidt-Hieber

21

citations
Deep learning-based automated detection and multiclass classification of soil-transmitted helminths and Schistosoma mansoni eggs in fecal smear images
2025 Scientific Reports article Immunology and Microbiology Parasites and Host Interactions Open access

Prosper Oyibo, Brice Meulah, Tope Agbana, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Gleb V. Vdovin, +1 more

10

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
Generative adversarial network based data augmentation for CNN based detection of Covid-19
2022 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

54

citations
Solar Flare Forecast: A Comparative Analysis of Machine Learning Algorithms for Predicting Solar Flare Classes
2025 Astronomy article Physics and Astronomy Solar and Space Plasma Dynamics Open access

Julia Bringewald, Olivier Parisot

7

citations
Breathing Pattern Monitoring by Using Remote Sensors
2022 Sensors article Engineering Non-Invasive Vital Sign Monitoring Open access

Janosch Kunczik, Kerstin Hubbermann, Lucas Mösch, Andreas Follmann, Michael Czaplik, Carina Barbosa Pereira

24

citations
Clinically interpretable multiclass neural network for discriminating cardiac diseases
2024 Heliyon article Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Chiara Leoni, Micaela Morettini, Cees A. Swenne, Laura Burattini

0

citations
Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation
2022 Computer Methods and Programs in Biomedicine article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

42

citations
A Hybrid Intrusion Detection System for Electric Vehicle Charging Infrastructure
2026 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access

Charukeshi Joglekar, Chijioke Eze, Danni Xiang, Antonello Monti

1

citations
ECG diagnosis by a multiclass neural network
2022 Journal of Electrocardiology article Medicine ECG Monitoring and Analysis

Agnese Sbrollini, Martina Mancinelli, Chiara Leoni, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, +1 more

0

citations
Novel diagnostic DNA methylation episignatures expand and refine the epigenetic landscapes of Mendelian disorders
2021 Human Genetics and Genomics Advances article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access

Michael A. Levy, Haley McConkey, Jennifer Kerkhof, Mouna Barat‐Houari, Sara Bargiacchi, Elisa Biamino, +80 more

155

citations
Advances in kidney biopsy lesion assessment through dense instance segmentation
2025 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

Zhan Xiong, Junling He, P. Valkema, Tri Quang Nguyen, Maarten Naesens, Jesper Kers, +1 more

5

citations
A sustainable neuromorphic framework for disease diagnosis using digital medical imaging
2024 Computer Methods and Programs in Biomedicine Update article Engineering Advanced Memory and Neural Computing Open access

Rutwik Gulakala, Marcus Stoffel

5

citations
Developing a two-level machine-learning approach for classifying urban form for an East Asian mega-city
2023 Environment and Planning B Urban Analytics and City Science article Engineering Urban Design and Spatial Analysis Open access

Chih‐Yu Chen, Florian Koch, Christa Reicher

20

citations
MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision
2024 Biomedizinische Technik/Biomedical Engineering article Engineering 3D Shape Modeling and Analysis Open access

Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner, Gijs Luijten, +93 more

36

citations
Deep-learning based representation and recognition for genome variants—from SNVs to structural variants
2024 National Science Review article Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access

Songbo Wang, Kai Ye

7

citations
Galaxy merger challenge: A comparison study between machine learning-based detection methods
2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Berta Margalef-Bentabol, Lingyu Wang, Antonio La Marca, Carmen Blanco-Prieto, H. Domínguez Sánchez, Andy D. Goulding, +9 more

20

citations
Galaxy merger challenge: A comparison study between machine learning-based detection methods
2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Berta Margalef-Bentabol, Antonio La Marca, Carmen Blanco-Prieto, Andy D. Goulding, Alejandro Guzmán-Ortega, Garreth Martin, +7 more

3

citations
Learning Robust Sequential Recommenders through Confident Soft Labels
2024 ACM Transactions on Information Systems article Computer Science Recommender Systems and Techniques Open access

Shiguang Wu, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Maarten de Rijke, +1 more

1

citations
Visual motion extrapolation of moving objects drives real-time temporal re-alignment across hierarchical neural position representations
2024 Journal of Vision article Neuroscience Visual perception and processing mechanisms Open access

William Turner, Charlie M. Sexton, Philippa Anne Johnson, Hinze Hogendoorn

0

citations

24 results