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Papers matching “classification methods” 31

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Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review (Preprint)
2020 preprint Medicine Cutaneous Melanoma Detection and Management Open access

Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more

0

citations
Validation of A New Classification System For Surgical Planning of Vertebral Body Tethering (VBT)
2022 Research Square preprint Medicine Scoliosis diagnosis and treatment Open access

Per D. Trobisch, Christof Birkenmaier, Filippo Migliorini, Teresa Bas, Pedro L. Berjano, Samuel Kang-Wook Cho, +7 more

0

citations
Preoperative pain measurements in correlation to deep endometriosis classification with Enzian.
2021 preprint Medicine Endometriosis Research and Treatment Open access

Jeroen Metzemaekers, Mathijs D. Blikkendaal, Kim E. van Nieuwenhuizen, Kim Bronsgeest, Johann P. T. Rhemrev, Mathilde Smeets, +3 more

0

citations
Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
2022 arXiv (Cornell University) preprint Medicine Treatment of Major Depression Open access

Tracy Erwin-Grabner, Ali Saffet Gönül, Alyssa R. Amod, Amar Ojha, André Alemán, Annemiek Dols, +59 more

7

citations
Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study (Preprint)
2020 preprint Medicine Cutaneous Melanoma Detection and Management Open access

Roman Christoph Maron, Jochen Sven Utikal, Achim Hekler, Axel Hauschild, Elke Sattler, Wiebke Sondermann, +14 more

0

citations
Comparing Methods for Uncertainty Estimation of Paraganglioma Growth Predictions
2025 Preprints.org preprint Medicine Adrenal and Paraganglionic Tumors Open access

Evi Sijben, Vanessa Volz, Tanja Alderliesten, Peter A. N. Bosman, Berit M. Verbist, Erik Frans Hensen, +1 more

0

citations
Mismatch repair gene specifications to the ACMG/AMP classification criteria: Consensus recommendations from the InSiGHT ClinGen Hereditary Colorectal Cancer / Polyposis Variant Curation Expert Panel
2024 medRxiv preprint Medicine Genetic factors in colorectal cancer Open access

John‐Paul Plazzer, Finlay Macrae, Xiaoyu Yin, Bryony A. Thompson, Susan Mary Farrington, Lauren B. Currie, +29 more

7

citations
MRI-based classification of neuropsychiatric systemic lupus erythematosus patients with self-supervised contrastive learning
2021 medRxiv preprint Medicine Systemic Lupus Erythematosus Research Open access

Francesca Inglese, Min‐Seon Kim, Gerda M. Steup‐Beekman, Tom W. J. Huizinga, Mark A. van Buchem, Jeroen de Bresser, +2 more

0

citations
NeoCVST Score: Classification of Brain Injury Secondary to Neonatal Cerebral Venous Sinus Thrombosis
2026 medRxiv preprint Medicine Cerebral Venous Sinus Thrombosis

Rhandi Christensen, Linda S. de Vries, Mehmet Nevzat Çizmeci, Pradeep Krishnan, Vann Chau, Nomazulu Dlamini, +2 more

0

citations
Predicting adult Attention Deficit Hyperactivity Disorder (ADHD) using vocal acoustic features
2021 medRxiv preprint Medicine Attention Deficit Hyperactivity Disorder Open access

Georg G. von Polier, Eike Ahlers, Julia Amunts, Jörg Langner, Kaustubh R. Patil, Simon Bodo Eickhoff, +2 more

9

citations
Predicting Alcohol Dependence from Multi-Site Brain Structural Measures
2020 medRxiv preprint Medicine Substance Abuse Treatment and Outcomes Open access

Sage Hahn, Scott Mackey, Janna Cousijn, John J. Foxe, Robert Hester, Kent E. Hutchison, +20 more

4

citations
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography
2025 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access

Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung

0

citations
Drivers of Diagnostic Variation in a Digital Global Kidney Transplant Reader Study
2026 medRxiv preprint Medicine Renal Transplantation Outcomes and Treatments Open access

Rianne Hofstraat, Romy du Long, Giorgio Buzzanca, Adeyemi Abiola Adefidipe, Sam T. Albadri, Zahabia Ali, +69 more

2

citations
Prediction of Mutations and Outcome in Gastrointestinal Stromal Tumors with Deep Learning: A Multicenter, Multinational Study
2026 medRxiv preprint Medicine Gastrointestinal Tumor Research and Treatment Open access

Arianna Bonetti, Van-Linh Le, Zunamys Itzell Carrero, Marco Gustav, Suk Wai Lam, Lucile Vanhersecke, +47 more

0

citations
Meta-topologies define distinct anatomical classes of brain tumors linked to histology and survival
2021 medRxiv preprint Medicine Glioma Diagnosis and Treatment Open access

Julius M. Kernbach, Daniel Delev, Georg Neuloh, Hans Clusmann, Danilo Bzdok, Simon Bodo Eickhoff, +7 more

0

citations
An Ordinal Regression Framework for a Deep Learning Based Severity Assessment for Chest Radiographs
2024 arXiv (Cornell University) preprint Medicine COVID-19 diagnosis using AI Open access

Patrick Wienholt, Alexander Hermans, Firas Khader, Behrus Puladi, Bastian Leibe, Christiane Katharina Kuhl, +2 more

0

citations
Risk Factors for postoperative shoulder pain of acromioclavicular joint dislocation treat with hook plate
2020 preprint Medicine Shoulder and Clavicle Injuries Open access

Ding Xu, Weigang Lou, Peng Luo, Yulong Shi, Weijun Guo, Jianming Chen

2

citations
The DNA methylation Profile of Undifferentiated Arthritis Patients Anticipates their Subsequent Differentiation to Rheumatoid Arthritis
2020 medRxiv preprint Medicine Rheumatoid Arthritis Research and Therapies Open access

Carlos de la Calle‐Fabregat, Ellis Niemantsverdriet, Juan de Dios Cañete, Tianlu Li, Annette H M van der Helm–van Mil, Javier Rodríguez‐Ubreva, +1 more

1

citations
Flow cytometry and machine learning enable identification of allergenic urban tree pollen
2026 preprint Medicine Allergic Rhinitis and Sensitization Open access

Sarah Tardif, Maria Raquel Kanieski, Gauthier Lapa, Grégoire Bonnamour, Rita Sousa‐Silva, Isabelle Laforest‐Lapointe, +1 more

0

citations
Fused Audio Instance and Representation for Respiratory Disease Detection
2022 arXiv (Cornell University) preprint Medicine Phonocardiography and Auscultation Techniques Open access

Matthias Lenga, Antoine Serrurier, Sadegh Mohammadi

0

citations
CLINICOPATHOLOGICAL AND MOLECULAR CHARACTERISTICS OF PLASMA CELL RICH REJECTION IN RENAL TRANSPLANT BIOPSIES
2024 medRxiv preprint Medicine Renal Transplantation Outcomes and Treatments Open access

Romy du Long, Marie S.N. Chevalier Florquin, Fréderike J. Bemelman, Nike Claessen, Hessel Peters Sengers, Sandrine Florquin, +1 more

0

citations
Continuous Diagnostic Indices from BanffNET Automated Lesion Scores for Kidney Transplant Pathology: Development and Evaluation of a Diagnostic Prediction Model
2026 medRxiv preprint Medicine Renal Transplantation Outcomes and Treatments

Arthur Vranken, Giorgio Buzzanca, Thibaut Vaulet, Karolien Wellekens, Priyanka Joseph Koshy, Danny van der Helm, +13 more

0

citations
Deep Learning-based Prediction of Intra-Cardiac Blood Flow in Long-axis Cine Magnetic Resonance Imaging
2022 Research Square preprint Medicine Advanced MRI Techniques and Applications Open access

Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Garg, Mehdi Hedjazi Moghari, Rob J. van der Geest

0

citations
Uniform Manifold Approximation and Projection-based Assessment of Chronic Kidney Disease Aetiologies based on Urinary Peptidomics
2023 medRxiv preprint Medicine Chronic Kidney Disease and Diabetes Open access

Emmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Agnieszka Latosińska, Antonia Vlahou, Joost Peter Schanstra, +6 more

1

citations
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease
2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access

Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more

1

citations