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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
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
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
Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
Sorino, Paolo, Caruso, Maria Gabriella, Misciagna, Giovanni, Bonfiglio, Caterina, Campanella, Angelo, Mirizzi, Antonella, Franco, Isabella, Bianco, Antonella, Buongiorno, Claudia, Liuzzi, Rosalba, Cisternino, Anna Maria, Notarnicola, Maria, Chiloiro, Marisa, Pascoschi, Giovanni, Osella, Alberto Rubén
Published in PloS one (20.10.2020)
Published in PloS one (20.10.2020)
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Journal Article
Computer versus cardiologist: Is a machine learning algorithm able to outperform an expert in diagnosing a phospholamban p.Arg14del mutation on the electrocardiogram?
Bleijendaal, Hidde, Ramos, Lucas A., Lopes, Ricardo R., Verstraelen, Tom E., Baalman, Sarah W.E., Oudkerk Pool, Marinka D., Tjong, Fleur V.Y., Melgarejo-Meseguer, Francisco M., Gimeno-Blanes, F. Javier, Gimeno-Blanes, Juan R., Amin, Ahmad S., Winter, Michiel M., Marquering, Henk A., Kok, Wouter E.M., Zwinderman, Aeilko H., Wilde, Arthur A.M., Pinto, Yigal M.
Published in Heart rhythm (01.01.2021)
Published in Heart rhythm (01.01.2021)
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Journal Article
Chronic kidney disease diagnosis using decision tree algorithms
Ilyas, Hamida, Ali, Sajid, Ponum, Mahvish, Hasan, Osman, Mahmood, Muhammad Tahir, Iftikhar, Mehwish, Malik, Mubasher Hussain
Published in BMC nephrology (09.08.2021)
Published in BMC nephrology (09.08.2021)
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Journal Article
Analysis of Graphomotor Tests with Machine Learning Algorithms for an Early and Universal Pre-Diagnosis of Dysgraphia
Devillaine, Louis, Lambert, Raphaël, Boutet, Jérôme, Aloui, Saifeddine, Brault, Vincent, Jolly, Caroline, Labyt, Etienne
Published in Sensors (Basel, Switzerland) (23.10.2021)
Published in Sensors (Basel, Switzerland) (23.10.2021)
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Journal Article
Ovarian torsion: developing a machine-learned algorithm for diagnosis
Otjen, Jeffrey P., Stanescu, A. Luana, Alessio, Adam M., Parisi, Marguerite T.
Published in Pediatric radiology (01.05.2020)
Published in Pediatric radiology (01.05.2020)
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Journal Article
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Published in BMC medical informatics and decision making (09.11.2022)
Published in BMC medical informatics and decision making (09.11.2022)
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Journal Article
AD-GCN: A novel graph convolutional network integrating multi-omics data for enhanced Alzheimer’s disease diagnosis
Li, Zilu, Li, Qingyun, Li, Xiaoqing, Luo, Wei, Guo, Haiyan, Zhao, Chunyan, Yang, Canzhen, Xie, Anke, Hu, Kai, Guo, Yangfan
Published in PloS one (02.06.2025)
Published in PloS one (02.06.2025)
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Journal Article
Gradient boosting for Parkinson’s disease diagnosis from voice recordings
Karabayir, Ibrahim, Goldman, Samuel M., Pappu, Suguna, Akbilgic, Oguz
Published in BMC medical informatics and decision making (15.09.2020)
Published in BMC medical informatics and decision making (15.09.2020)
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Journal Article
BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm
Abbas, Shafaq, Jalil, Zunera, Javed, Abdul Rehman, Batool, Iqra, Khan, Mohammad Zubair, Noorwali, Abdulfattah, Gadekallu, Thippa Reddy, Akbar, Aqsa
Published in PeerJ. Computer science (12.03.2021)
Published in PeerJ. Computer science (12.03.2021)
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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