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Recycling diagnostic MRI for empowering brain morphometric research – Critical & practical assessment on learning-based image super-resolution
Liu, Gaoping, Cao, Zehong, Xu, Qiang, Zhang, Qirui, Yang, Fang, Xie, Xinyu, Hao, Jingru, Shi, Yinghuan, Bernhardt, Boris C., He, Yichu, Shi, Feng, Lu, Guangming, Zhang, Zhiqiang
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
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Journal Article
Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
The possibility of the combination of OCT and fundus images for improving the diagnostic accuracy of deep learning for age-related macular degeneration: a preliminary experiment
Yoo, Tae Keun, Choi, Joon Yul, Seo, Jeong Gi, Ramasubramanian, Bhoopalan, Selvaperumal, Sundaramoorthy, Kim, Deok Won
Published in Medical & biological engineering & computing (01.03.2019)
Published in Medical & biological engineering & computing (01.03.2019)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Deep Learning for Fault Diagnostics in Bearings, Insulators, PV Panels, Power Lines, and Electric Vehicle Applications-The State-of-the-Art Approaches
Sundaram, K. Mohana, Hussain, Azham, Sanjeevikumar, P., Holm-Nielsen, Jens Bo, Kaliappan, Vishnu Kumar, Santhoshi, B. Kavya
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
Weakly-supervised deep learning for ultrasound diagnosis of breast cancer
Kim, Jaeil, Kim, Hye Jung, Kim, Chanho, Lee, Jin Hwa, Kim, Keum Won, Park, Young Mi, Kim, Hye Won, Ki, So Yeon, Kim, You Me, Kim, Won Hwa
Published in Scientific reports (21.12.2021)
Published in Scientific reports (21.12.2021)
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Journal Article
A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy
Holmström, Oscar, Stenman, Sebastian, Suutala, Antti, Moilanen, Hannu, Kücükel, Hakan, Ngasala, Billy, Mårtensson, Andreas, Mhamilawa, Lwidiko, Aydin-Schmidt, Berit, Lundin, Mikael, Diwan, Vinod, Linder, Nina, Lundin, Johan
Published in PloS one (17.11.2020)
Published in PloS one (17.11.2020)
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Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Published in Spine (Philadelphia, Pa. 1976)
(15.03.2024)
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Journal Article
Deep learning for cardiovascular medicine: a practical primer
Krittanawong, Chayakrit, Johnson, Kipp W, Rosenson, Robert S, Wang, Zhen, Aydar, Mehmet, Baber, Usman, Min, James K, Tang, W H Wilson, Halperin, Jonathan L, Narayan, Sanjiv M
Published in European heart journal (01.07.2019)
Published in European heart journal (01.07.2019)
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Journal Article
Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning
Zhou, Li-Qiang, Wu, Xing-Long, Huang, Shu-Yan, Wu, Ge-Ge, Ye, Hua-Rong, Wei, Qi, Bao, Ling-Yun, Deng, You-Bin, Li, Xing-Rui, Cui, Xin-Wu, Dietrich, Christoph F.
Published in Radiology (01.01.2020)
Published in Radiology (01.01.2020)
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Journal Article
Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation
Peeters, Dré, Alves, Natália, Venkadesh, Kiran V., Dinnessen, Renate, Saghir, Zaigham, Scholten, Ernst T., Schaefer-Prokop, Cornelia, Vliegenthart, Rozemarijn, Prokop, Mathias, Jacobs, Colin
Published in European radiology (01.10.2024)
Published in European radiology (01.10.2024)
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Journal Article
Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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Journal Article
Diagnostic Accuracy and Generalizability of a Deep Learning-Based Fully Automated Algorithm for Coronary Artery Stenosis Detection on CCTA: A Multi-Centre Registry Study
Xu, Lixue, He, Yi, Luo, Nan, Guo, Ning, Hong, Min, Jia, Xibin, Wang, Zhenchang, Yang, Zhenghan
Published in Frontiers in cardiovascular medicine (05.11.2021)
Published in Frontiers in cardiovascular medicine (05.11.2021)
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Journal Article
Evaluation of a deep learning-based reconstruction method for denoising and image enhancement of shoulder MRI in patients with shoulder pain
Feuerriegel, Georg C., Weiss, Kilian, Kronthaler, Sophia, Leonhardt, Yannik, Neumann, Jan, Wurm, Markus, Lenhart, Nicolas S., Makowski, Marcus R., Schwaiger, Benedikt J., Woertler, Klaus, Karampinos, Dimitrios C., Gersing, Alexandra S.
Published in European radiology (01.07.2023)
Published in European radiology (01.07.2023)
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Journal Article