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Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
Syleouni, Maria‐Eleni, Karavasiloglou, Nena, Manduchi, Laura, Wanner, Miriam, Korol, Dimitri, Ortelli, Laura, Bordoni, Andrea, Rohrmann, Sabine
Published in International journal of cancer (01.09.2023)
Published in International journal of cancer (01.09.2023)
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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
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Machine-learning-algorithms-based diagnostic model for influenza A in children
Zeng, Qian, Yang, Chun, Li, Yurong, Geng, Xinran, Lv, Xin
Published in Medicine (Baltimore) (01.12.2023)
Published in Medicine (Baltimore) (01.12.2023)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
Deep learning–based automated detection algorithm for active pulmonary tuberculosis on chest radiographs: diagnostic performance in systematic screening of asymptomatic individuals
Lee, Jong Hyuk, Park, Sunggyun, Hwang, Eui Jin, Goo, Jin Mo, Lee, Woo Young, Lee, Sangho, Kim, Hyungjin, Andrews, Jason R., Park, Chang Min
Published in European radiology (01.02.2021)
Published in European radiology (01.02.2021)
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Journal Article
OCT-based deep learning algorithm for the evaluation of treatment indication with anti-vascular endothelial growth factor medications
Prahs, Philipp, Radeck, Viola, Mayer, Christian, Cvetkov, Yordan, Cvetkova, Nadezhda, Helbig, Horst, Märker, David
Published in Graefe's archive for clinical and experimental ophthalmology (01.01.2018)
Published in Graefe's archive for clinical and experimental ophthalmology (01.01.2018)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm
Dreesen, H. J. H., Stroszczynski, C., Lell, M. M.
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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Journal Article
Using machine learning-based algorithms to construct cardiovascular risk prediction models for Taiwanese adults based on traditional and novel risk factors
Cheng, Chien-Hsiang, Lee, Bor-Jen, Nfor, Oswald Ndi, Hsiao, Chih-Hsuan, Huang, Yi-Chia, Liaw, Yung-Po
Published in BMC medical informatics and decision making (22.07.2024)
Published in BMC medical informatics and decision making (22.07.2024)
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Journal Article
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes
Betzler, Bjorn Kaijun, Chee, Evelyn Yi Lyn, He, Feng, Lim, Cynthia Ciwei, Ho, Jinyi, Hamzah, Haslina, Tan, Ngiap Chuan, Liew, Gerald, McKay, Gareth J, Hogg, Ruth E, Young, Ian S, Cheng, Ching-Yu, Lim, Su Chi, Lee, Aaron Y, Wong, Tien Yin, Lee, Mong Li, Hsu, Wynne, Tan, Gavin Siew Wei, Sabanayagam, Charumathi
Published in Journal of the American Medical Informatics Association : JAMIA (17.11.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (17.11.2023)
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Journal Article
Performance and educational training of radiographers in lung nodule or mass detection: Retrospective comparison with different deep learning algorithms
Teng, Pai-Hsueh, Liang, Chia-Hao, Lin, Yun, Alberich-Bayarri, Angel, González, Rafael López, Li, Pin-Wei, Weng, Yu-Hsin, Chen, Yi-Ting, Lin, Chih-Hsien, Chou, Kang-Ju, Chen, Yao-Shen, Wu, Fu-Zong
Published in Medicine (Baltimore) (11.06.2021)
Published in Medicine (Baltimore) (11.06.2021)
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Journal Article
A deep learning algorithm to detect chronic kidney disease from retinal photographs in community-based populations
Sabanayagam, Charumathi, Xu, Dejiang, Ting, Daniel S W, Nusinovici, Simon, Banu, Riswana, Hamzah, Haslina, Lim, Cynthia, Tham, Yih-Chung, Cheung, Carol Y, Tai, E Shyong, Wang, Ya Xing, Jonas, Jost B, Cheng, Ching-Yu, Lee, Mong Li, Hsu, Wynne, Wong, Tien Y
Published in The Lancet. Digital health (01.06.2020)
Published in The Lancet. Digital health (01.06.2020)
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Journal Article