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Papers matching “classification methods” 1,185

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Ontology pre-training improves prediction of molecular properties
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Computational Drug Discovery Methods Open access

Charlotte Tumescheit, Martin Glauer, Simon Flügel, Martin F. Larralde, Fabian Neuhaus, Janna Hastings

0

citations
Towards multiple ontologies in science mapping. A tribute to Loet Leydesdorff
2025 Scientometrics article Decision Sciences scientometrics and bibliometrics research Open access

Ismael Ràfols

4

citations
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Judith Rousseau, Botond Szabó

21

citations
Harnwegsinfektionen
2020 Der Nephrologe article Medicine Urinary Tract Infections Management

Uta Kunter

6

citations
Hidden Markov models for longitudinal rating data with dynamic response styles
2023 Statistical Methods & Applications article Decision Sciences Psychometric Methodologies and Testing Open access

Roberto Colombi, Sabrina Giordano, Maria Kateri

5

citations
339P Molecular subtyping for chemotherapy response prediction in early stage colon cancer
2022 Annals of Oncology article Medicine Colorectal Cancer Treatments and Studies Open access

Simone van de Weerd, A. Torang, M. Smit, I. van den Berg, J. Roelands, W. Mesker, +12 more

0

citations
Multinomial Restricted Unfolding
2024 Journal of Classification article Mathematics Statistical Methods and Applications Open access

Mark de Rooij, Frank M. T. A. Busing

0

citations
Large-scale zero-shot learning in the wild: Classifying zoological illustrations
2021 Ecological Informatics article Computer Science Domain Adaptation and Few-Shot Learning Open access

Lise Stork, Andreas Weber, H.J. van den Herik, Aske Plaat, Fons J. Verbeek, Katherine Wolstencroft

12

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

J. Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Continuous Sweep for Binary Quantification Learning
2026 Journal of Classification article Computer Science Imbalanced Data Classification Techniques Open access

Kevin Kloos, Julian David Karch, Quinten Meertens, Sander Scholtus, Mark de Rooij

0

citations
Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning
2024 EBioMedicine article Computer Science AI in cancer detection Open access

Divya Choudhury, James M. Dolezal, Emma Dyer, Sara E. Kochanny, Siddhi Ramesh, Frederick Matthew Howard, +6 more

17

citations
What’s a migraine day? Towards a consensus definition for clinical care and research – a Delphi panel-based study
2026 The Journal of Headache and Pain article Medicine Migraine and Headache Studies Open access

Luna De Loose, Koen Paemeleire, Christina I. Deligianni, Christian Lampl, Derya Uludüz, Erling Tronvik, +17 more

1

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

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

0

citations
SUBiNN: a stacked uni- and bivariate kNN sparse ensemble
2021 Advances in Data Analysis and Classification article Computer Science Machine Learning and Data Classification Open access

Tiffany Elsten, Mark de Rooij

2

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
Preoperative Staging in Oral Cavity Cancer: Nationwide Practice and Concordance With Pathology
2025 Oral Diseases article Medicine Head and Neck Cancer Studies Open access

Hanneke Doremiek van Oorschot, Julie Sijmons, José A. Hardillo, Robert J. Baatenburg de Jong

1

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 PLoS ONE article Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

8

citations
Do we need a novel framework for classifying psychopathology? A discussion paper
2023 Clinical Psychology in Europe article Arts and Humanities Mental Health and Psychiatry Open access

Winfried Rief, Stefan G. Hofmann, Max Berg, Miriam K. Forbes, Diego A. Pizzagalli, Johannes Zimmermann, +2 more

46

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
Anti-carbamylated protein antibodies: are they useful for the diagnosis of rheumatoid arthritis?
2021 Clinical and Experimental Rheumatology article Medicine Rheumatoid Arthritis Research and Therapies Open access

Frédérique Ponchel, Myrthe A. M. van Delft, Xuanxiao Xie, Agata N. Burska, Laurence M Duquenne, Leendert Adrianus Trouw, +1 more

12

citations
Biosynfoni: a biosynthesis-informed and interpretable lightweight molecular fingerprint
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Lucina-May Nollen, David Meijer, Maria Sorokina, Justin J. J. van der Hooft

4

citations
Measuring Complexity and Reproducibility: A Comprehensive Benchmark of LLMs for Multilingual Policy Agenda Topic Annotation
2025 Zenodo (CERN European Organization for Nuclear Research) article Social Sciences Computational and Text Analysis Methods Open access

Bastián González‐Bustamante

0

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
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning
2026 Reproductive Biology and Endocrinology article Medicine Endometriosis Research and Treatment Open access

Tomáš Kupec, Julia Wittenborn, Chao-Chung Kuo, Laila Najjari, Rebecca Senger, Philipp Meyer-Wilmes, +2 more

5

citations