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Papers matching “supervised classification” 33

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Resolution-dependent self-supervised transfer in chest radiograph classification
2026 Communications Medicine article Medicine COVID-19 diagnosis using AI Open access

Soroosh Tayebi Arasteh, Mina Shaigan, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn

1

citations
D2C: Data-Efficient Skin Lesion Classification for Clinical Images by Representation Alignment Using Dermoscopic Resources
2026 Lecture notes in computer science conference-paper Medicine Cutaneous Melanoma Detection and Management

Zichen Zhang, Naweed Shifai, Oleh Dzyubachyk

0

citations
A hybrid sparse-semantic image classification framework to support marine and coastal monitoring and management
2026 Ocean & Coastal Management article Engineering Remote-Sensing Image Classification Open access

Ying Shi, Lan Song, Luocheng Wu, Huanhuan Li

0

citations
Refining Dynamic Data Selection for Self-Supervised Learning via Semantic Gating
2026 Aaltodoc (Aalto University) dissertation Computer Science Machine Learning and Data Classification Open access

Xinrui Peng

0

citations
Weakly supervised machine learning for model-agnostic searches of new phenomena in the $γ$-ray sky
2026 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Michael Krämer, Silvia Manconi, Kathrin Nippel

0

citations
Refining weakly supervised anomaly detection for new physics searches
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle physics theoretical and experimental studies Open access

Marie Hein

0

citations
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data
2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian

0

citations
Automated Cryo‐EM and Supervised Machine Learning Enable Reproducible Characterization of Extracellular Vesicles and Co‐Isolating Particles
2026 Journal of Extracellular Vesicles article Biochemistry, Genetics and Molecular Biology Extracellular vesicles in disease Open access

Agustin Enciso‐Martinez, Frank G. A. Faas, A van der Meulen - de de Jong, Ton G. J. M. van Leeuwen, Rienk Nieuwland, Edwin van der Pol, +2 more

3

citations
Statistical Learning Theory for Distributional Classification
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Machine Learning and Algorithms Open access

Christian Fiedler

0

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
SARFlood: A Web-Based, Cloud-Native Platform for Automated and Optimized ML-based SAR Flood Mapping
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Patrick Wilhelm, Paul Christian Hosch, Antara Dasgupta

0

citations
Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Wenbin Li, Yue Yang, Stefan Pischinger

5

citations
ProtoSimNet: Exploiting prototype similarity for few-shot learning
2026 Neurocomputing article Computer Science Domain Adaptation and Few-Shot Learning Open access

Kai He, Nan Pu, Erwin M. Bakker, Michael S. Lew

0

citations
Coreset Selection With K-CREST: Evaluation of a Sustainable Approach on Remote Sensing Data
2026 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Samy Hashim, Ehsan Zandi, Rocco Sedona, Shirin Salehi, Anke Schmeink, Morris Riedel, +1 more

0

citations
Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings
2026 Ecological Informatics article Computer Science Music and Audio Processing Open access

Hilde I. Hummel, Sandjai Bhulai, Rob van der Mei, Burooj Ghani

0

citations
Temporal Heterogeneous Graph Pretraining for Relational Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Yixin Peng, 金儿, Diego Collarana, Stefan Decker

0

citations
Detecting CSF-validated Alzheimer’s disease from spontaneous speech in German: an interpretable end-to-end machine-learning framework
2026 Frontiers in Neurology article Medicine Dementia and Cognitive Impairment Research Open access

Daniel Wiechmann, Elma Kerz, Milena Albrecht, Yu Qiao, João Pinho, Kathrin Reetz, +1 more

0

citations
Nonstabilizerness estimation using graph neural networks
2026 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Vincenzo Lipardi, Domenica Dibenedetto, Evert van Nieuwenburg, Mark H. M. Winands

0

citations
Methylome Profiling of Cartilage Tumors: A Promising New Diagnostic Tool?
2026 Modern Pathology article Medicine Bone Tumor Diagnosis and Treatments Open access

Jon Brugger, Baptiste Ameline, Debora M. Meijer, Sara Cardoso, Sanne Venneker, Noel F.C.C. de Miranda, +7 more

0

citations
LncRNA-BERT: an RNA language model for classifying coding and long non-coding RNA
2026 Connection Science article Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access

Luuk Romeijn, Davy Cats, Katherine Wolstencroft, Hailiang Mei

7

citations
Machines Do See Color: Using LLMs to Classify Overt and Covert Racism in Text
2026 Sociological Methods & Research article Computer Science Hate Speech and Cyberbullying Detection Open access

Diana Dávila Gordillo, Joan C. Timoneda, Sebastián Vallejo Vera

1

citations
Differentiating malignancy from liver parenchyma in Ex-Vivo OCT images using anomaly detection
2026 Scientific Reports article Computer Science AI in cancer detection Open access

Ulrich Krispel, Alexander Pamler, Caroline Girmen, Niels König, Robert Schmitt, Eva Eggeling, +6 more

0

citations
Structure-Enhanced Features and Quality-Aware Dynamic Anchor Scoring for Robust Lane Detection
2026 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Weize Cai, Yongqi Dong, Zhida Shao, Yichen Liu, Zixin Fu

0

citations
Active lupus nephritis is an orphan disease
2026 Nephrology Dialysis Transplantation article Medicine Systemic Lupus Erythematosus Research

Marc Patricio-Liébana, Annette N. Bruchfeld, Fernando Caravaca‐Fontán, Eleni A. Frangou, Andreas Kronbichler, Şafak Mirioğlu, +5 more

0

citations
Artificial Intelligence for Diagnostic Support in Neuropathology
2026 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Katherine J. Hewitt

0

citations