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Papers matching “deep learning classification” 236

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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
Analysis of automatic image classification methods for Urticaceae pollen classification
2022 Neurocomputing article Computer Science Image Retrieval and Classification Techniques Open access

Chen Li, Marcel Polling, Lu Cao, Barbara Gravendeel, Fons J. Verbeek

21

citations
Hybrid quantum ResNet for car classification and its hyperparameter optimization
2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Romanovich Perelshtein, +2 more

42

citations
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
2022 Gastric Cancer article Computer Science AI in cancer detection Open access

Oliver Lester Saldanha, Hannah Sophie Muti, Heike Irmgard Grabsch, Rupert Langer, Bastian Dislich, Meike Kohlruss, +9 more

47

citations
Interpretable machine learning and signal processing for automated reading and quality control of lateral flow tests for schistosomiasis
2026 Nature Communications article Engineering Biosensors and Analytical Detection Open access

Christin Puthur, Betty Nabatte, Carson Paige Moore, Theresia H. Abdoel, René Paulussen, Pafue Christy Nganjimi, +8 more

2

citations
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application
2024 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

Nicolas Longépé, Isabella Petrelli, Nika Oman Kadunc, Devis Peressutti, Roberto Del Prete, Mauro Casaburi, +5 more

8

citations
Unified field theoretical approach to deep and recurrent neuronal networks
2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access

Kai Segadlo, Bastian Epping, Alexander van Meegen, David Dahmen, Moritz Helias

17

citations
Interpolative Metric Learning for Few-Shot Specific Emitter Identification
2023 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

Cheng Wang, Xue Gang Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more

48

citations
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams
2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access

Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more

5

citations
Automated machine learning: past, present and future
2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

Mitra Baratchi, Can Wang, Steffen Limmer, Jan N. van Rijn, Holger H. Hoos, Thomas Bäck, +1 more

146

citations
Computer-assisted timber identification based on features extracted from microscopic wood sections
2020 IAWA Journal - KU Leuven/IAWA Journal article Chemistry Wood and Agarwood Research Open access

Frederic Lens, Chao Liang, Yuanhao Guo, Xiaoqin Tang, Mehrdad Jahanbanifard, Flávio Soares Corrêa da Silva, +2 more

51

citations
Supervised Contrastive Learning for RFF Identification With Limited Samples
2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

Yang Peng, Changbo Hou, Yibin Zhang, Yun Lin, Guan Gui, Haris Gacanin, +2 more

70

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Machine Learning and Data Classification Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome
2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access

Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more

1

citations
Supervised learning for low-resource isolated glyph recognition in palm leaf manuscripts
2025 Pattern Recognition article Computer Science Handwritten Text Recognition Techniques Open access

Erick Paulus, Jean-Christophe Burie, Fons J. Verbeek

1

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
2024 IEEE Geoscience and Remote Sensing Magazine article Engineering Remote-Sensing Image Classification Open access

Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, +8 more

109

citations
Precision Through Detail: Radiomics and Windowing Techniques as Key for Detecting Dens Axis Fractures in CT Scans
2025 Diagnostics article Engineering Medical Imaging and Analysis Open access

Karl Ludger Radke, Anja Müller‐Lutz, Daniel Benjamin Abrar, Marius Vach, Christian Rubbert, David Latz, +4 more

2

citations
A Lightweight Model for Physiological Signals-Based Sleep Staging With Multiclass CAM for Model Explainability
2024 IEEE Sensors Journal article Neuroscience EEG and Brain-Computer Interfaces

Yuxuan Yang, Yanli Li

8

citations
Data-Efficient Sleep Staging with Synthetic Time Series Pretraining
2025 Algorithms article Neuroscience EEG and Brain-Computer Interfaces Open access

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski

2

citations
KAN We Improve on HEP Classification Tasks? Kolmogorov–Arnold Networks Applied to an LHC Physics Example
2025 Computing and Software for Big Science article Computer Science Neural Networks and Applications Open access

J. Erdmann, Florian Mausolf, Jan Lukas Späh

8

citations
Leveraging attention‐based visual clue extraction for image classification
2021 IET Image Processing article Computer Science Advanced Neural Network Applications Open access

Yunbo Cui, Youtian Du, Xue Wang, Hang Wang, Chang Su

2

citations
Classification of Heart Sounds Using Convolutional Neural Network
2020 Applied Sciences article Medicine Phonocardiography and Auscultation Techniques Open access

Fan Li, Hong Xiang Tang, Shang Shang, Klaus Mathiak, Fengyu Cong

128

citations
Teacher-student collaborative knowledge distillation for image classification
2022 Applied Intelligence article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Chuanyun Xu, Wenjian Gao, Tian Li, Nanlan Bai, Gang Li, Yang Zhang

71

citations
Gut–brain axis volatile organic compounds derived from breath distinguish between schizophrenia and major depressive disorder
2023 Journal of Psychiatry and Neuroscience article Engineering Advanced Chemical Sensor Technologies Open access

Marian Lüno, Carina Jiang, Gabriela Meyer-Lotz, Christoph Hoeschen, Thomas Frodl

21

citations