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Unveiling AI's role in papilledema diagnosis from fundus images: A systematic review with diagnostic test accuracy meta-analysis and comparison of human expert performance
Łajczak, Paweł Marek, Sirek, Sebastian, Wyględowska-Promieńska, Dorota
Published in Computers in biology and medicine (01.01.2025)
Published in Computers in biology and medicine (01.01.2025)
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Journal Article
AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images
van der Graaf, Jasper W., Brundel, Liron, van Hooff, Miranda L., de Kleuver, Marinus, Lessmann, Nikolas, Maresch, Bas J., Vestering, Myrthe M., Spermon, Jacco, van Ginneken, Bram, Rutten, Matthieu J. C. M.
Published in European radiology (01.04.2025)
Published in European radiology (01.04.2025)
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Journal Article
Deep learning algorithms to assist in imaging diagnosis in individuals with disc herniation or spondylolisthesis: A scoping review
da Silva, William Moraes, Cazella, Silvio César, Rech, Rafaela Soares
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2025)
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Journal Article
ECSU-Net: An Embedded Clustering Sliced U-Net Coupled With Fusing Strategy for Efficient Intervertebral Disc Segmentation and Classification
Nazir, Anam, Cheema, Muhammad Nadeem, Sheng, Bin, Li, Ping, Li, Huating, Xue, Guangtao, Qin, Jing, Kim, Jinman, Feng, David Dagan
Published in IEEE transactions on image processing (2022)
Published in IEEE transactions on image processing (2022)
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Journal Article
Glaucoma Diagnosis Based on Both Hidden Features and Domain Knowledge through Deep Learning Models
Karkuzhali, S., Mishra, Aditya, Ajay, M. S., Wilson Prakash, S.
Published in 2020 International Conference on Computer Communication and Informatics (ICCCI) (01.01.2020)
Published in 2020 International Conference on Computer Communication and Informatics (ICCCI) (01.01.2020)
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Conference Proceeding
A new and effective method for human retina optic disc segmentation with fuzzy clustering method based on active contour model
Abdullah, Ahmad S., Rahebi, Javad, Özok, Yasa Ekşioğlu, Aljanabi, Mohanad
Published in Medical & biological engineering & computing (01.01.2020)
Published in Medical & biological engineering & computing (01.01.2020)
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Journal Article
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Bajwa, Muhammad Naseer, Malik, Muhammad Imran, Siddiqui, Shoaib Ahmed, Dengel, Andreas, Shafait, Faisal, Neumeier, Wolfgang, Ahmed, Sheraz
Published in BMC medical informatics and decision making (17.07.2019)
Published in BMC medical informatics and decision making (17.07.2019)
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Journal Article
AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development
Zhuang, Mingrui, Chen, Zhonghua, Wang, Hongkai, Tang, Hong, He, Jiang, Qin, Bobo, Yang, Yuxin, Jin, Xiaoxian, Yu, Mengzhu, Jin, Baitao, Li, Taijing, Kettunen, Lauri
Published in Journal of digital imaging (01.12.2022)
Published in Journal of digital imaging (01.12.2022)
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Journal Article
Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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Journal Article
Unsupervised Optic Cup and Optic Disk Segmentation for Glaucoma Detection by ICICA
Norouzifard, Mohammad, Abdollahi Dehkordi, Amin, Naderi Dehkordi, Mohammad, Gholamhosseini, Hamid, Klette, Reinhard
Published in 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN) (01.10.2018)
Published in 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN) (01.10.2018)
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Conference Proceeding