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Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease)
Beunza, Juan-Jose, Puertas, Enrique, García-Ovejero, Ester, Villalba, Gema, Condes, Emilia, Koleva, Gergana, Hurtado, Cristian, Landecho, Manuel F.
Published in Journal of biomedical informatics (01.09.2019)
Published in Journal of biomedical informatics (01.09.2019)
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Journal Article
Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST)
Stemmer, Amos, Shadmi, Ran, Bregman-Amitai, Orna, Chettrit, David, Blagev, Denitza, Orlovsky, Mila, Deutsch, Lisa, Elnekave, Eldad
Published in PloS one (03.08.2020)
Published in PloS one (03.08.2020)
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Journal Article
Fundus photograph-based deep learning algorithms in detecting diabetic retinopathy
Raman, Rajiv, Srinivasan, Sangeetha, Virmani, Sunny, Sivaprasad, Sobha, Rao, Chetan, Rajalakshmi, Ramachandran
Published in Eye (London) (01.01.2019)
Published in Eye (London) (01.01.2019)
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Journal Article
Identification of Diagnostic CpG Signatures in Patients with Gestational Diabetes Mellitus via Epigenome-Wide Association Study Integrated with Machine Learning
Liu, Yan, Geng, Hui, Duan, Bide, Yang, Xiuzhi, Ma, Airong, Ding, Xiaoyan
Published in BioMed research international (2021)
Published in BioMed research international (2021)
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Journal Article
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
Deep learning–based algorithm to detect primary hepatic malignancy in multiphase CT of patients at high risk for HCC
Kim, Dong Wook, Lee, Gaeun, Kim, So Yeon, Ahn, Geunhwi, Lee, June-Goo, Lee, Seung Soo, Kim, Kyung Won, Park, Seong Ho, Lee, Yoon Jin, Kim, Namkug
Published in European radiology (01.09.2021)
Published in European radiology (01.09.2021)
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Journal Article
Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs
Cheng, Chi-Tung, Ho, Tsung-Ying, Lee, Tao-Yi, Chang, Chih-Chen, Chou, Ching-Cheng, Chen, Chih-Chi, Chung, I-Fang, Liao, Chien-Hung
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Burdick, Hoyt, Pino, Eduardo, Gabel-Comeau, Denise, Gu, Carol, Roberts, Jonathan, Le, Sidney, Slote, Joseph, Saber, Nicholas, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in BMC medical informatics and decision making (27.10.2020)
Published in BMC medical informatics and decision making (27.10.2020)
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Journal Article
Multi-objective constraints for path planning in screw fixation of scaphoid fractures
Xiao, Ruoxiu, Qi, Siyu, Ren, Huayang, Lu, Tong, Chen, Cheng
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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Journal Article
The risk of shortcutting in deep learning algorithms for medical imaging research
Hill, Brandon G., Koback, Frances L., Schilling, Peter L.
Published in Scientific reports (25.11.2024)
Published in Scientific reports (25.11.2024)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
A Comprehensive Review on Heart Disease Risk Prediction using Machine Learning and Deep Learning Algorithms
Karna, Vishnu Vardhana Reddy, Karna, Viswavardhan Reddy, Janamala, Varaprasad, Devana, V. N. Koteswara Rao, Ch, V. Ravi Sankar, Tummala, Aravinda Babu
Published in Archives of computational methods in engineering (01.04.2025)
Published in Archives of computational methods in engineering (01.04.2025)
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Journal Article
A machine learning model for early detection of diabetic foot using thermogram images
Khandakar, Amith, Chowdhury, Muhammad E.H., Ibne Reaz, Mamun Bin, Md Ali, Sawal Hamid, Hasan, Md Anwarul, Kiranyaz, Serkan, Rahman, Tawsifur, Alfkey, Rashad, Bakar, Ahmad Ashrif A., Malik, Rayaz A.
Published in Computers in biology and medicine (01.10.2021)
Published in Computers in biology and medicine (01.10.2021)
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Journal Article