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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
Feasibility of deep learning algorithm in diagnosing lumbar central canal stenosis using abdominal CT
Jeon, Yejin, Kim, Bo Ram, Choi, Hyoung In, Lee, Eugene, Kim, Da-Wit, Choi, Boorym, Lee, Joon Woo
Published in Skeletal radiology (01.05.2025)
Published in Skeletal radiology (01.05.2025)
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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
Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease
Kang, Liang-I, Sarullo, Kathryn, Marsh, Jon N., Lu, Liang, Khonde, Pooja, Ma, Changqing, Haritunians, Talin, Mujukian, Angela, Mengesha, Emebet, McGovern, Dermot P.B., Stappenbeck, Thaddeus S., Swamidass, S. Joshua, Liu, Ta-Chiang
Published in EBioMedicine (01.12.2024)
Published in EBioMedicine (01.12.2024)
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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
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
Traditional versus modern approaches to screening mammography: a comparison of computer-assisted detection for synthetic 2D mammography versus an artificial intelligence algorithm for digital breast tomosynthesis
Bahl, Manisha, Kshirsagar, Ashwini, Pohlman, Scott, Lehman, Constance D.
Published in Breast cancer research and treatment (01.04.2025)
Published in Breast cancer research and treatment (01.04.2025)
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Journal Article
Improving Multi-Tumor Biomarker Health Check-Up Tests with Machine Learning Algorithms
Wang, Hsin-Yao, Chen, Chun-Hsien, Shi, Steve, Chung, Chia-Ru, Wen, Ying-Hao, Wu, Min-Hsien, Lebowitz, Michael S., Zhou, Jiming, Lu, Jang-Jih
Published in Cancers (01.06.2020)
Published in Cancers (01.06.2020)
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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
First Results of a New Deep Learning Reconstruction Algorithm on Image Quality and Liver Metastasis Conspicuity for Abdominal Low-Dose CT
Greffier, Joël, Durand, Quentin, Serrand, Chris, Sales, Renaud, de Oliveira, Fabien, Beregi, Jean-Paul, Dabli, Djamel, Frandon, Julien
Published in Diagnostics (Basel) (20.03.2023)
Published in Diagnostics (Basel) (20.03.2023)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Enhanced machine learning approaches for OSA patient screening: model development and validation study
Dai, Rongrong, Yang, Kang, Zhuang, Jiajing, Yao, Ling, Hu, Yiming, Chen, Qingquan, Zheng, Huaxian, Zhu, Xi, Ke, Jianfeng, Zeng, Yifu, Fan, Chunmei, Chen, Xiaoyang, Fan, Jimin, Zhang, Yixiang
Published in Scientific reports (26.08.2024)
Published in Scientific reports (26.08.2024)
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Journal Article