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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
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
Deep learning algorithms for brain disease detection with magnetic induction tomography
Chen, Ruijuan, Huang, Juan, Song, Yixiang, Li, Bingnan, Wang, Jinhai, Wang, Huiquan
Published in Medical physics (Lancaster) (01.02.2021)
Published in Medical physics (Lancaster) (01.02.2021)
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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
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
Deep learning algorithms for melanoma detection using dermoscopic images: A systematic review and meta-analysis
Ye, Zichen, Zhang, Daqian, Zhao, Yuankai, Chen, Mingyang, Wang, Huike, Seery, Samuel, Qu, Yimin, Xue, Peng, Jiang, Yu
Published in Artificial intelligence in medicine (01.09.2024)
Published in Artificial intelligence in medicine (01.09.2024)
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Journal Article
Comparisons of deep learning algorithms for diagnosing bacterial keratitis via external eye photographs
Kuo, Ming-Tse, Hsu, Benny Wei-Yun, Lin, Yi-Sheng, Fang, Po-Chiung, Yu, Hun-Ju, Chen, Alexander, Yu, Meng-Shan, Tseng, Vincent S.
Published in Scientific reports (20.12.2021)
Published in Scientific reports (20.12.2021)
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Journal Article
A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data
Tabares-Soto, Reinel, Orozco-Arias, Simon, Romero-Cano, Victor, Segovia Bucheli, Vanesa, Rodríguez-Sotelo, José Luis, Jiménez-Varón, Cristian Felipe
Published in PeerJ. Computer science (13.04.2020)
Published in PeerJ. Computer science (13.04.2020)
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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
Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
Denoising and artefact removal for transthoracic echocardiographic imaging in congenital heart disease: utility of diagnosis specific deep learning algorithms
Diller, Gerhard-Paul, Lammers, Astrid E., Babu-Narayan, Sonya, Li, Wei, Radke, Robert M., Baumgartner, Helmut, Gatzoulis, Michael A., Orwat, Stefan
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
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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
Comparative analysis of deep learning algorithms for dental caries detection and prediction from radiographic images: a comprehensive umbrella review
Dashti, Mahmood, Londono, Jimmy, Ghasemi, Shohreh, Zare, Niusha, Samman, Meyassara, Ashi, Heba, Amirzade-Iranaq, Mohammad Hosein, Khosraviani, Farshad, Sabeti, Mohammad, Khurshid, Zohaib
Published in PeerJ. Computer science (12.11.2024)
Published in PeerJ. Computer science (12.11.2024)
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Journal Article