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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
Non-invasive assessment of portal hypertension by multi-parametric magnetic resonance imaging of the spleen: A proof of concept study
Levick, Christina, Phillips-Hughes, Jane, Collier, Jane, Banerjee, Rajarshi, Cobbold, Jeremy F., Wang, Lai Mun, Piechnik, Stefan K., Robson, Matthew D., Neubauer, Stefan, Barnes, Eleanor, Pavlides, Michael
Published in PloS one (20.08.2019)
Published in PloS one (20.08.2019)
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Journal Article
Automated thresholding algorithms outperform manual thresholding in macular optical coherence tomography angiography image analysis
Terheyden, Jan Henrik, Wintergerst, Maximilian W. M., Falahat, Peyman, Berger, Moritz, Holz, Frank G., Finger, Robert P.
Published in PloS one (20.03.2020)
Published in PloS one (20.03.2020)
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Journal Article
Predicting nutritional status for women of childbearing age from their economic, health, and demographic features: A supervised machine learning approach
Khudri, Md. Mohsan, Rhee, Kang Keun, Hasan, Mohammad Shabbir, Ahsan, Karar Zunaid
Published in PloS one (12.05.2023)
Published in PloS one (12.05.2023)
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Journal Article
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease
Zhao, Yifan, Zhao, Yitian, Durongbhan, Pholpat, Chen, Liangyu, Liu, Jiang, Billings, S. A., Zis, Panagiotis, Unwin, Zoe C., De Marco, Matteo, Venneri, Annalena, Blackburn, Daniel J., Sarrigiannis, Ptolemaios G.
Published in IEEE transactions on medical imaging (01.05.2020)
Published in IEEE transactions on medical imaging (01.05.2020)
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Journal Article
Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study
Lin, Haotian, Long, Erping, Ding, Xiaohu, Diao, Hongxing, Chen, Zicong, Liu, Runzhong, Huang, Jialing, Cai, Jingheng, Xu, Shuangjuan, Zhang, Xiayin, Wang, Dongni, Chen, Kexin, Yu, Tongyong, Wu, Dongxuan, Zhao, Xutu, Liu, Zhenzhen, Wu, Xiaohang, Jiang, Yuzhen, Yang, Xiao, Cui, Dongmei, Liu, Wenyan, Zheng, Yingfeng, Luo, Lixia, Wang, Haibo, Chan, Chi-Chao, Morgan, Ian G., He, Mingguang, Liu, Yizhi
Published in PLoS medicine (06.11.2018)
Published in PLoS medicine (06.11.2018)
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Journal Article
Magnetic resonance imaging features to evaluate the neonatal hypoglycemia brain injury and investigation of related risk factors under the fuzzy C‐means clustering intelligent algorithm
Jin, Dongmei, Zhang, Zhongxu, Ma, Yanru, Dai, Zhushan, Zhao, Lili, Ma, Tongyao, Chen, Guoping
Published in Expert systems (01.07.2024)
Published in Expert systems (01.07.2024)
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Journal Article
Impact of QRS misclassifications on heart-rate-variability parameters (results from the CARLA cohort study)
Sauerbier, Frank, Haerting, Johannes, Sedding, Daniel, Mikolajczyk, Rafael, Werdan, Karl, Nuding, Sebastian, Greiser, Karin H., Swenne, Cees A., Kors, Jan A., Kluttig, Alexander
Published in PloS one (17.06.2024)
Published in PloS one (17.06.2024)
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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
Augmenting the accuracy of trainee doctors in diagnosing skin lesions suspected of skin neoplasms in a real-world setting: A prospective controlled before-and-after study
Kim, Young Jae, Han, Seung Seog, Won, Chong Hyun, Lee, Mi Woo, Shin, Jung-Won, Huh, Chang-Hun, Chang, Sung Eun
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Evaluation of the impact of a novel denoising algorithm on image quality in dual-energy abdominal CT of obese patients
Schwartz, Fides R., Clark, Darin P., Rigiroli, Francesca, Kalisz, Kevin, Wildman-Tobriner, Benjamin, Thomas, Sarah, Wilson, Joshua, Badea, Cristian T., Marin, Daniele
Published in European radiology (01.10.2023)
Published in European radiology (01.10.2023)
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Journal Article
Quantitative assessment of choriocapillaris flow deficits in diabetic retinopathy: A swept-source optical coherence tomography angiography study
Dai, Yining, Zhou, Hao, Zhang, Qinqin, Chu, Zhongdi, Olmos de Koo, Lisa C., Chao, Jennifer R., Rezaei, Kasra A., Saraf, Steven S., Wang, Ruikang K.
Published in PloS one (11.12.2020)
Published in PloS one (11.12.2020)
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Journal Article
Non-invasive platform to estimate fasting blood glucose levels from salivary electrochemical parameters
Malik, Sarul, Parikh, Harsh, Shah, Neil, Anand, Sneh, Gupta, Shalini
Published in Healthcare technology letters (01.08.2019)
Published in Healthcare technology letters (01.08.2019)
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Journal Article
Retinal Oximetry with Scanning Laser Ophthalmoscope in Infants
Vehmeijer, Wouter B., Magnusdottir, Vigdis, Eliasdottir, Thorunn S., Hardarson, Sveinn Hakon, Schalij-Delfos, Nicoline E., Stefánsson, Einar
Published in PloS one (03.02.2016)
Published in PloS one (03.02.2016)
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Journal Article