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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
External Validation of Deep Learning Algorithms for Radiologic Diagnosis: A Systematic Review
Yu, Alice C., Mohajer, Bahram, Eng, John
Published in Radiology. Artificial intelligence (01.05.2022)
Published in Radiology. Artificial intelligence (01.05.2022)
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Journal Article
Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data
Shao, Wei, Luo, Xiao, Zhang, Zuoyi, Han, Zhi, Chandrasekaran, Vasu, Turzhitsky, Vladimir, Bali, Vishal, Roberts, Anna R., Metzger, Megan, Baker, Jarod, La Rosa, Carmen, Weaver, Jessica, Dexter, Paul, Huang, Kun
Published in BMC bioinformatics (19.04.2022)
Published in BMC bioinformatics (19.04.2022)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
The Application of Unsupervised Clustering Methods to Alzheimer’s Disease
Alashwal, Hany, El Halaby, Mohamed, Crouse, Jacob J., Abdalla, Areeg, Moustafa, Ahmed A.
Published in Frontiers in computational neuroscience (24.05.2019)
Published in Frontiers in computational neuroscience (24.05.2019)
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Journal Article
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Automatic clustering method to segment COVID-19 CT images
Abd Elaziz, Mohamed, A. A. Al-qaness, Mohammed, Abo Zaid, Esraa Osama, Lu, Songfeng, Ali Ibrahim, Rehab, A. Ewees, Ahmed
Published in PloS one (08.01.2021)
Published in PloS one (08.01.2021)
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Journal Article
Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa
Chimbunde, Emmanuel, Sigwadhi, Lovemore N., Tamuzi, Jacques L., Okango, Elphas L., Daramola, Olawande, Ngah, Veranyuy D., Nyasulu, Peter S.
Published in Frontiers in artificial intelligence (10.10.2023)
Published in Frontiers in artificial intelligence (10.10.2023)
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Journal Article
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
Fabelo, Himar, Ortega, Samuel, Ravi, Daniele, Kiran, B. Ravi, Sosa, Coralia, Bulters, Diederik, Callicó, Gustavo M., Bulstrode, Harry, Szolna, Adam, Piñeiro, Juan F., Kabwama, Silvester, Madroñal, Daniel, Lazcano, Raquel, J-O’Shanahan, Aruma, Bisshopp, Sara, Hernández, María, Báez, Abelardo, Yang, Guang-Zhong, Stanciulescu, Bogdan, Salvador, Rubén, Juárez, Eduardo, Sarmiento, Roberto
Published in PloS one (19.03.2018)
Published in PloS one (19.03.2018)
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Journal Article
Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson’s Disease
Ko, Yi-Feng, Kuo, Pei-Hsin, Wang, Ching-Fu, Chen, Yu-Jen, Chuang, Pei-Chi, Li, Shih-Zhang, Chen, Bo-Wei, Yang, Fu-Chi, Lo, Yu-Chun, Yang, Yi, Ro, Shuan-Chu Vina, Jaw, Fu-Shan, Lin, Sheng-Huang, Chen, You-Yin
Published in Biosensors (Basel) (27.01.2022)
Published in Biosensors (Basel) (27.01.2022)
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Journal Article