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Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis review Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
46citations -
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access
Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak
27citations -
Deep learning-based automated segmentation of intracerebral haemorrhage, intraventricular haemorrhage and perihaematomal oedema on non-contrast CT2026 European Stroke Journal review Computer Science Medical Image Segmentation Techniques Open access
Floor N.H. Wilting, Jules P. J. Douwes, Ajay Patel, Floris H.B.M. Schreuder, Rúben Dammers, Gerjon Hannink, +7 more
2citations -
Artificial Intelligence Applied to Ultrasound Diagnosis of Pelvic Gynecological Tumors: A Systematic Review and Meta-Analysis2025 Gynecologic and Obstetric Investigation review Computer Science AI in cancer detection Open access
Axel Geysels, Giulia Garofalo, Stefan Timmerman, Lasai Barreñada, Bart De Moor, Dirk Timmerman, +2 more
10citations -
Advanced outcomes of mixed reality usage in orthognathic surgery: a systematic review2024 Maxillofacial Plastic and Reconstructive Surgery review Computer Science Augmented Reality Applications Open access
Carolina Stevanie, Yossy Yoanita Ariestiana, Faqi Nurdiansyah Hendra, Muh Anshar, Paolo Boffano, Tymour Forouzanfar, +3 more
19citations -
A systematic review of bias detection methods for non-English word embeddings and language models2025 Artificial Intelligence Review review Computer Science Ethics and Social Impacts of AI Open access
Alexandre Puttick, Catherine Ikae, Carlotta Rigotti, Eduard Fosch‐Villaronga, Mark W. Kharas, Roger A. Søraa, +1 more
7citations -
A Systematic Review of PDE-based models for advanced rendering in computer graphics: Methods, Architectures, and Future Research Directions1citations
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GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations
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