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Survey of explainable artificial intelligence techniques for biomedical imaging with deep neural networks

by Nazir, Sajid, Dickson, Diane M., Akram, Muhammad Usman
Published in Computers in biology and medicine (01.04.2023)

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Deep learning

by Kelleher, John D.
Year of Publication 2019

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Digital pathology in cardiac transplant diagnostics: from biopsies to algorithms

by Kveton, Martin, Hudec, Lukas, Vykopal, Ivan, Halinkovic, Matej, Laco, Miroslav, Felsoova, Andrea, Benesova, Wanda, Fabian, Ondrej
Published in Cardiovascular pathology (01.01.2024)

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LiveDrive AI: A Pilot Study of a Machine Learning-Powered Diagnostic System for Real-Time, Non-Invasive Detection of Mild Cognitive Impairment

by Al-Hindawi, Firas, Serhan, Peter, Geda, Yonas E., Tsow, Francis, Wu, Teresa, Forzani, Erica
Published in Bioengineering (Basel) (01.01.2025)

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Canadian Association of Radiologists White Paper on De-Identification of Medical Imaging: Part 1, General Principles

Published in Canadian Association of Radiologists journal

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Adaptive neighborhood triplet loss: enhanced segmentation of dermoscopy datasets by mining pixel information

by Xu, Mohan, Wiese, Lena
Published in International journal for computer assisted radiology and surgery (01.03.2025)

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Canadian Association of Radiologists White Paper on De-identification of Medical Imaging: Part 2, Practical Considerations

Published in Canadian Association of Radiologists journal

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Unsupervised class labeling of diffuse lung diseases using frequent attribute patterns

by Mabu, Shingo, Obayashi, Masanao, Kuremoto, Takashi, Hashimoto, Noriaki, Hirano, Yasushi, Kido, Shoji
Published in International journal for computer assisted radiology and surgery (01.03.2017)

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Development of an image classification pipeline for atherosclerotic plaques assessment using supervised machine learning

by Kunchur, Natasha N., Mostaço-Guidolin, Leila B.
Published in BMC bioinformatics (14.12.2022)

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Behavioral Patterns of Older Adults in Assisted Living

by Virone, Gilles, Alwan, Majd, Dalal, Siddharth, Kell, Steven W., Turner, Beverely, Stankovic, John A., Felder, Robin
Published in IEEE transactions on information technology in biomedicine (01.05.2008)

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Deformable appearance pyramids for anatomy representation, landmark detection and pathology classification

by Zhang, Qiang, Bhalerao, Abhir, Hutchinson, Charles
Published in International journal for computer assisted radiology and surgery (01.08.2017)

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Training of an artificial neural network in the diagnostic system of a technical object

by Duer, Stanisław, Zajkowski, Konrad, Płocha, Ireneusz, Duer, Radosław
Published in Neural computing & applications (01.06.2013)

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Automatic segmentation of airway tree based on local intensity filter and machine learning technique in 3D chest CT volume

by Meng, Qier, Kitasaka, Takayuki, Nimura, Yukitaka, Oda, Masahiro, Ueno, Junji, Mori, Kensaku
Published in International journal for computer assisted radiology and surgery (01.02.2017)

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Real-time vessel segmentation and reconstruction for virtual fixtures for an active handheld microneurosurgical instrument

by Venugopal, Aravind, Moccia, Sara, Foti, Simone, Routray, Arpita, MacLachlan, Robert A., Perin, Alessandro, Mattos, Leonardo S., Yu, Alexander K., Leonardo, Jody, De Momi, Elena, N. Riviere, Cameron
Published in International journal for computer assisted radiology and surgery (01.06.2022)

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Avoiding missed opportunities in AI for radiology

by Scheiner, Jonathan, Berliner, Leonard
Published in International journal for computer assisted radiology and surgery (01.12.2024)

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Explainable AI for Oral Cancer Diagnosis: Multiclass Classification of Histopathology Images and Grad-CAM Visualization

by Štifanić, Jelena, Štifanić, Daniel, Anđelić, Nikola, Car, Zlatan
Published in Biology (Basel, Switzerland) (22.07.2025)

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Pattern classification driven enhancements for human-in-the-loop decision support systems

by Subramania, Halasya Siva, Khare, Vineet R.
Published in Decision Support Systems (2011)

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Une approche pour la sélection de variables stables : application à l’encodage des diagnostics secondaires

by CHAHBANDARIAN, Ghazar, BRICON-SOUF, Nathalie, MEGDICHE, Imen, BASTIDE, Rémi, STEINBACH, Jean-Christophe
Published in Technique et science informatiques: TSI (2020)

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Deep learning-based segmentation of left ventricular myocardium on dynamic contrast-enhanced MRI: a comprehensive evaluation across temporal frames

by Jafari, Raufiya, Verma, Radhakrishan, Aggarwal, Vinayak, Gupta, Rakesh Kumar, Singh, Anup
Published in International journal for computer assisted radiology and surgery (01.10.2024)

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An Enhanced Histopathology Analysis: An AI-Based System for Multiclass Grading of Oral Squamous Cell Carcinoma and Segmenting of Epithelial and Stromal Tissue

by Musulin, Jelena, Štifanić, Daniel, Zulijani, Ana, Ćabov, Tomislav, Dekanić, Andrea, Car, Zlatan
Published in Cancers (08.04.2021)

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