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Development of Machine Learning-based Algorithms to Predict the 2- and 5-year Risk of TKA After Tibial Plateau Fracture Treatment
Assink, Nick, Gonzalez-Perrino, Maria P., Santana-Trejo, Raul, Doornberg, Job N., Hoekstra, Harm, Kraeima, Joep, IJpma, Frank F. A.
Published in Clinical orthopaedics and related research (01.09.2025)
Published in Clinical orthopaedics and related research (01.09.2025)
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Journal Article
Machine learning algorithms estimating prognosis and guiding therapy in adult congenital heart disease: data from a single tertiary centre including 10 019 patients
Diller, Gerhard-Paul, Kempny, Aleksander, Babu-Narayan, Sonya V, Henrichs, Marthe, Brida, Margarita, Uebing, Anselm, Lammers, Astrid E, Baumgartner, Helmut, Li, Wei, Wort, Stephen J, Dimopoulos, Konstantinos, Gatzoulis, Michael A
Published in European heart journal (01.04.2019)
Published in European heart journal (01.04.2019)
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Journal Article
Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography
Kwon, Joon‐Myoung, Lee, Soo Youn, Jeon, Ki‐Hyun, Lee, Yeha, Kim, Kyung‐Hee, Park, Jinsik, Oh, Byung‐Hee, Lee, Myong‐Mook
Published in Journal of the American Heart Association (09.04.2020)
Published in Journal of the American Heart Association (09.04.2020)
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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
An artificial intelligence network‐guided signature for predicting outcome and immunotherapy response in lung adenocarcinoma patients based on 26 machine learning algorithms
Zhang, Nan, Zhang, Hao, Liu, Zaoqu, Dai, Ziyu, Wu, Wantao, Zhou, Ran, Li, Shuyu, Wang, Zeyu, Liang, Xisong, Wen, Jie, Zhang, Xun, Zhang, Bo, Ouyang, Sirui, Zhang, Jian, Luo, Peng, Li, Xizhe, Cheng, Quan
Published in Cell proliferation (01.04.2023)
Published in Cell proliferation (01.04.2023)
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Journal Article
Machine learning algorithms for claims data‐based prediction of in‐hospital mortality in patients with heart failure
König, Sebastian, Pellissier, Vincent, Hohenstein, Sven, Bernal, Andres, Ueberham, Laura, Meier‐Hellmann, Andreas, Kuhlen, Ralf, Hindricks, Gerhard, Bollmann, Andreas
Published in ESC Heart Failure (01.08.2021)
Published in ESC Heart Failure (01.08.2021)
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Journal Article
An Algorithm Based on Deep Learning for Predicting In‐Hospital Cardiac Arrest
Kwon, Joon‐myoung, Lee, Youngnam, Lee, Yeha, Lee, Seungwoo, Park, Jinsik
Published in Journal of the American Heart Association (03.07.2018)
Published in Journal of the American Heart Association (03.07.2018)
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Journal Article
Individualized prediction of non-sentinel lymph node metastasis in Chinese breast cancer patients with ≥ 3 positive sentinel lymph nodes based on machine-learning algorithms
Xie, Xiangli, Fang, Yutong, He, Lifang, Chen, Zexiao, Chen, Chunfa, Zeng, Huancheng, Chen, Bingfeng, Huang, Guangsheng, Guo, Cuiping, Zhang, Qunchen, Wu, Jundong
Published in BMC cancer (02.09.2024)
Published in BMC cancer (02.09.2024)
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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
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
Association between stress hyperglycemia ratio and diabetes mellitus mortality in American adults: a retrospective cohort study and predictive model establishment based on machine learning algorithms (NHANES 2009–2018)
Yan, Fengjuan, Zhao, Limin, Quan, Xiaoqing, Zhu, Jialiang
Published in Diabetology and metabolic syndrome (02.04.2024)
Published in Diabetology and metabolic syndrome (02.04.2024)
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Journal Article
Diagnostic and prognostic capabilities of a biomarker and EMR‐based machine learning algorithm for sepsis
Taneja, Ishan, Damhorst, Gregory L., Lopez‐Espina, Carlos, Zhao, Sihai Dave, Zhu, Ruoqing, Khan, Shah, White, Karen, Kumar, James, Vincent, Andrew, Yeh, Leon, Majdizadeh, Shirin, Weir, William, Isbell, Scott, Skinner, James, Devanand, Manubolo, Azharuddin, Syed, Meenakshisundaram, Rajamurugan, Upadhyay, Riddhi, Syed, Anwaruddin, Bauman, Thomas, Devito, Joseph, Heinzmann, Charles, Podolej, Gregory, Shen, Lanxin, Timilsina, Sanjay Sharma, Quinlan, Lucas, Manafirasi, Setareh, Valera, Enrique, Reddy, Bobby, Bashir, Rashid
Published in Clinical and translational science (01.07.2021)
Published in Clinical and translational science (01.07.2021)
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Journal Article
A web-based machine-learning algorithm predicting postoperative acute kidney injury after total knee arthroplasty
Ko, Sunho, Jo, Changwung, Chang, Chong Bum, Lee, Yong Seuk, Moon, Young-Wan, Youm, Jae woo, Han, Hyuk-Soo, Lee, Myung Chul, Lee, Hajeong, Ro, Du Hyun
Published in Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA (01.02.2022)
Published in Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA (01.02.2022)
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Journal Article
Diagnostic significance of plasma lipid markers and machine learning-based algorithm for gastric cancer
Saito, Ryo, Yoshimura, Kentaro, Shoda, Katsutoshi, Furuya, Shinji, Akaike, Hidenori, Kawaguchi, Yoshihiko, Murata, Tasuku, Ogata, Koretsugu, Iwano, Tomohiko, Takeda, Sen, Ichikawa, Daisuke
Published in Oncology letters (01.05.2021)
Published in Oncology letters (01.05.2021)
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Journal Article