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An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network
Baghdadi, Nadiah A., Malki, Amer, Abdelaliem, Sally F., Magdy Balaha, Hossam, Badawy, Mahmoud, Elhosseini, Mostafa
Published in Computers in biology and medicine (01.05.2022)
Published in Computers in biology and medicine (01.05.2022)
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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
Accuracy of vestibular schwannoma segmentation using deep learning models - a systematic review & meta-analysis
Łajczak, Paweł, Matyja, Jakub, Jóźwik, Kamil, Nawrat, Zbigniew
Published in Neuroradiology (01.03.2025)
Published in Neuroradiology (01.03.2025)
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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
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
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
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
RetinoDeep: Leveraging Deep Learning Models for Advanced Retinopathy Diagnostics
Kansal, Sachin, Mishra, Bajrangi Kumar, Sethi, Saniya, Vinayak, Kanika, Kansal, Priya, Narayan, Jyotindra
Published in Sensors (Basel, Switzerland) (13.08.2025)
Published in Sensors (Basel, Switzerland) (13.08.2025)
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Journal Article
Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function
Ruijsink, Bram, Puyol-Antón, Esther, Oksuz, Ilkay, Sinclair, Matthew, Bai, Wenjia, Schnabel, Julia A, Razavi, Reza, King, Andrew P
Published in JACC. Cardiovascular imaging (01.03.2020)
Published in JACC. Cardiovascular imaging (01.03.2020)
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Journal Article
Automated brain tumor diagnostics: Empowering neuro-oncology with deep learning-based MRI image analysis
Gunasekaran, Subathra, Mercy Bai, Prabin Selvestar, Mathivanan, Sandeep Kumar, Rajadurai, Hariharan, Shivahare, Basu Dev, Shah, Mohd Asif
Published in PloS one (27.08.2024)
Published in PloS one (27.08.2024)
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Journal Article
Modified radial-search algorithm for segmentation of tibiofemoral cartilage in MR images of patients with subchondral lesion
Thaha, Rafeek, Jogi, Sandeep P., Rajan, Sriram, Mahajan, Vidur, Venugopal, Vasantha K., Mehndiratta, Amit, Singh, Anup
Published in International journal for computer assisted radiology and surgery (01.03.2020)
Published in International journal for computer assisted radiology and surgery (01.03.2020)
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Journal Article
A Novel Hybrid Deep Learning Model Based on Simulated Annealing and Cuckoo Search Algorithms for Automatic Radiomics‐Based COVID‐19 Diagnosis
Saleh, Basma Jumaa, Omar, Zaid, As’ari, Muhammad Amir, Bhateja, Vikrant, Izhar, Lila Iznita
Published in Applied Computational Intelligence and Soft Computing (01.01.2025)
Published in Applied Computational Intelligence and Soft Computing (01.01.2025)
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Journal Article
Computer-aided diagnosis of glaucoma using fundus images: A review
Hagiwara, Yuki, Koh, Joel En Wei, Tan, Jen Hong, Bhandary, Sulatha V., Laude, Augustinus, Ciaccio, Edward J., Tong, Louis, Acharya, U. Rajendra
Published in Computer methods and programs in biomedicine (01.10.2018)
Published in Computer methods and programs in biomedicine (01.10.2018)
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Journal Article
Accuracy of an Artificial Intelligence Deep Learning Algorithm Implementing a Recurrent Neural Network With Long Short-term Memory for the Automated Detection of Calcified Plaques From Coronary Computed Tomography Angiography
Published in Journal of thoracic imaging
(01.05.2020)
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Journal Article