Papers matching “deep learning classification” 236
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Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
Deep Learning–Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study2024 Journal of Investigative Dermatology article Computer Science AI in cancer detection Open access
Thom Doeleman, Siemen Brussee, Liesbeth M. Hondelink, Daniëlle W F Westerbeek, Ana Sequeira, P. Valkema, +8 more
7citations -
Deep learning-based automated detection and multiclass classification of soil-transmitted helminths and Schistosoma mansoni eggs in fecal smear images2025 Scientific Reports article Immunology and Microbiology Parasites and Host Interactions Open access
Prosper Oyibo, Brice Meulah, Tope Agbana, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Gleb V. Vdovin, +1 more
10citations -
Unveiling Quasars in Gaia DR3: Multimodal Classification and Redshift Estimation of BP/RP Sources with Deep Learning2026 The Astrophysical Journal Supplement Series article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Jinghang Shi, Yanxia Zhang, Changhua Li, J. L. Zhang, Zihan Kang, Shirui Wei, +7 more
2citations -
2022-RA-648-ESGO Interpretable deep learning provides clues for prognostic refinement of the molecular endometrial cancer classification2022 International Journal of Gynecological Cancer article Computer Science AI in cancer detection Open access
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Jan J. Jobsen, Ina Maria Jurgenliemk-Schulz, +14 more
0citations -
Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access
Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
16citations -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma E. Mesker, Michael Vieth, +2 more
60citations