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Circulating miRNA’s biomarkers for early detection of hepatocellular carcinoma in Egyptian patients based on machine learning algorithms
Sayed, Gehad Ismail, Solyman, Mona, El Gedawy, Gamalat, Moemen, Yasmine S., Aboul-Ella, Hassan, Hassanien, Aboul Ella
Published in Scientific reports (29.02.2024)
Published in Scientific reports (29.02.2024)
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Journal Article
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review
Tzimourta, Katerina D, Christou, Vasileios, Tzallas, Alexandros T, Giannakeas, Nikolaos, Astrakas, Loukas G, Angelidis, Pantelis, Tsalikakis, Dimitrios, Tsipouras, Markos G
Published in International journal of neural systems (01.05.2021)
Published in International journal of neural systems (01.05.2021)
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Journal Article
RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights
Moravvej, Seyed Vahid, Alizadehsani, Roohallah, Khanam, Sadia, Sobhaninia, Zahra, Shoeibi, Afshin, Khozeimeh, Fahime, Sani, Zahra Alizadeh, Tan, Ru-San, Khosravi, Abbas, Nahavandi, Saeid, Kadri, Nahrizul Adib, Azizan, Muhammad Mokhzaini, Arunkumar, N., Acharya, U.Rajendra
Published in Contrast media and molecular imaging (2022)
Published in Contrast media and molecular imaging (2022)
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Journal Article
Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study
Tan, Tien-En, Anees, Ayesha, Chen, Cheng, Li, Shaohua, Xu, Xinxing, Li, Zengxiang, Xiao, Zhe, Yang, Yechao, Lei, Xiaofeng, Ang, Marcus, Chia, Audrey, Lee, Shu Yen, Wong, Edmund Yick Mun, Yeo, Ian Yew San, Wong, Yee Ling, Hoang, Quan V, Wang, Ya Xing, Bikbov, Mukharram M, Nangia, Vinay, Jonas, Jost B, Chen, Yen-Po, Wu, Wei-Chi, Ohno-Matsui, Kyoko, Rim, Tyler Hyungtaek, Tham, Yih-Chung, Goh, Rick Siow Mong, Lin, Haotian, Liu, Hanruo, Wang, Ningli, Yu, Weihong, Tan, Donald Tiang Hwee, Schmetterer, Leopold, Cheng, Ching-Yu, Chen, Youxin, Wong, Chee Wai, Cheung, Gemmy Chui Ming, Saw, Seang-Mei, Wong, Tien Yin, Liu, Yong, Ting, Daniel Shu Wei
Published in The Lancet Digital Health (01.05.2021)
Published in The Lancet Digital Health (01.05.2021)
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Journal Article
A review of automated sleep disorder detection
Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
Development and clinical application of deep learning model for lung nodules screening on CT images
Cui, Sijia, Ming, Shuai, Lin, Yi, Chen, Fanghong, Shen, Qiang, Li, Hui, Chen, Gen, Gong, Xiangyang, Wang, Haochu
Published in Scientific reports (12.08.2020)
Published in Scientific reports (12.08.2020)
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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
A web-based tool utilizing machine learning algorithms for predicting illicit drug use in emergency departments
Lu, Tsung-Chien, Lin, Chih-Chuan, Weng, Te-I, Chou, Fan-Ya, Fang, Cheng- Chung
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
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Journal Article
Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
Zhu, Ya xi, Huang, Jia qiang, Ming, Yu yang, Zhuang, Zhao, Xia, Hong
Published in PloS one (29.10.2021)
Published in PloS one (29.10.2021)
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Journal Article
Differentiating Benign From Malignant Cystic Renal Masses: A Feasibility Study of Computed Tomography Texture-Based Machine Learning Algorithms
Miskin, Nityanand, Qin, Lei, Silverman, Stuart G, Shinagare, Atul B
Published in Journal of computer assisted tomography (01.05.2023)
Published in Journal of computer assisted tomography (01.05.2023)
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Journal Article
Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
Chorba, John S., Shapiro, Avi M., Le, Le, Maidens, John, Prince, John, Pham, Steve, Kanzawa, Mia M., Barbosa, Daniel N., Currie, Caroline, Brooks, Catherine, White, Brent E., Huskin, Anna, Paek, Jason, Geocaris, Jack, Elnathan, Dinatu, Ronquillo, Ria, Kim, Roy, Alam, Zenith H., Mahadevan, Vaikom S., Fuller, Sophie G., Stalker, Grant W., Bravo, Sara A., Jean, Dina, Lee, John J., Gjergjindreaj, Medeona, Mihos, Christos G., Forman, Steven T., Venkatraman, Subramaniam, McCarthy, Patrick M., Thomas, James D.
Published in Journal of the American Heart Association (04.05.2021)
Published in Journal of the American Heart Association (04.05.2021)
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Journal Article
Detection of subclinical rheumatic heart disease in children using a deep learning algorithm on digital stethoscope: a study protocol
Ali, Fatima, Hasan, Babar, Ahmad, Huzaifa, Hoodbhoy, Zahra, Bhuriwala, Zainab, Hanif, Muhammad, Ansari, Shahab U, Chowdhury, Devyani
Published in BMJ open (05.08.2021)
Published in BMJ open (05.08.2021)
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Journal Article
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Sayres, Rory, Taly, Ankur, Rahimy, Ehsan, Blumer, Katy, Coz, David, Hammel, Naama, Krause, Jonathan, Narayanaswamy, Arunachalam, Rastegar, Zahra, Wu, Derek, Xu, Shawn, Barb, Scott, Joseph, Anthony, Shumski, Michael, Smith, Jesse, Sood, Arjun B., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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Journal Article
Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks
Cen, Ling-Ping, Ji, Jie, Lin, Jian-Wei, Ju, Si-Tong, Lin, Hong-Jie, Li, Tai-Ping, Wang, Yun, Yang, Jian-Feng, Liu, Yu-Fen, Tan, Shaoying, Tan, Li, Li, Dongjie, Wang, Yifan, Zheng, Dezhi, Xiong, Yongqun, Wu, Hanfu, Jiang, Jingjing, Wu, Zhenggen, Huang, Dingguo, Shi, Tingkun, Chen, Binyao, Yang, Jianling, Zhang, Xiaoling, Luo, Li, Huang, Chukai, Zhang, Guihua, Huang, Yuqiang, Ng, Tsz Kin, Chen, Haoyu, Chen, Weiqi, Pang, Chi Pui, Zhang, Mingzhi
Published in Nature communications (10.08.2021)
Published in Nature communications (10.08.2021)
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