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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
Machine learning algorithms and biomarkers identification for pancreatic cancer diagnosis using multi-omics data integration
Rouzbahani, Arian Karimi, Khalili-Tanha, Ghazaleh, Rajabloo, Yasamin, Khojasteh-Leylakoohi, Fatemeh, Garjan, Hassan Shokri, Nazari, Elham, Avan, Amir
Published in Pathology, research and practice (01.11.2024)
Published in Pathology, research and practice (01.11.2024)
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Journal Article
A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection
Mahto, Rajul, Ahmed, Saboor Uddin, Rahman, Rizwan ur, Aziz, Rabia Musheer, Roy, Priyanka, Mallik, Saurav, Li, Aimin, Shah, Mohd Asif
Published in BMC bioinformatics (15.12.2023)
Published in BMC bioinformatics (15.12.2023)
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Journal Article
Gene selection using pyramid gravitational search algorithm
Tahmouresi, Amirhossein, Rashedi, Esmat, Yaghoobi, Mohammad Mehdi, Rezaei, Masoud
Published in PloS one (15.03.2022)
Published in PloS one (15.03.2022)
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Journal Article
Can we rely on machine learning algorithms as a trustworthy predictor for recurrence in high-grade glioma? A systematic review and meta-analysis
Mohammadzadeh, Ibrahim, Niroomand, Behnaz, Hajikarimloo, Bardia, Habibi, Mohammad Amin, Mortezaei, Ali, Behjati, Jina, Albakr, Abdulrahman, Borghei-Razavi, Hamid
Published in Clinical neurology and neurosurgery (01.02.2025)
Published in Clinical neurology and neurosurgery (01.02.2025)
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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
A new machine learning model to predict the prognosis of cardiogenic brain infarction
Yang, Xue-zhi, Quan, Wei-wei, Zhou, Jun-lei, Zhang, Ou, Wang, Xiao-dong, Liu, Chun-feng
Published in Computers in biology and medicine (01.08.2024)
Published in Computers in biology and medicine (01.08.2024)
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Journal Article
Predicting breast cancer 5-year survival using machine learning: A systematic review
Li, Jiaxin, Zhou, Zijun, Dong, Jianyu, Fu, Ying, Li, Yuan, Luan, Ze, Peng, Xin
Published in PloS one (16.04.2021)
Published in PloS one (16.04.2021)
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Journal Article
Machine learning methods for functional recovery prediction and prognosis in post-stroke rehabilitation: a systematic review
Campagnini, Silvia, Arienti, Chiara, Patrini, Michele, Liuzzi, Piergiuseppe, Mannini, Andrea, Carrozza, Maria Chiara
Published in Journal of neuroengineering and rehabilitation (03.06.2022)
Published in Journal of neuroengineering and rehabilitation (03.06.2022)
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Journal Article
Machine learning for predicting poor outcomes in aneurysmal subarachnoid hemorrhage: A systematic review and meta-analysis involving 8445 participants
Mohammadzadeh, Ibrahim, Niroomand, Behnaz, Shahnazian, Zahra, Ghanbarnia, Ramin, Nouri, Zahra, Tajerian, Amin, Choubineh, Tannaz, Najafi, Masoud, Mohammadzadeh, Shahin, Soltani, Reza, keshavarzi, Arya, Keshtkar, Abbasali, Mousavinejad, Seyed Ali
Published in Clinical neurology and neurosurgery (01.02.2025)
Published in Clinical neurology and neurosurgery (01.02.2025)
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Journal Article
An enhanced machine learning algorithm for type 2 diabetes prognosis with a detailed examination of Key correlates
Wang, Xueyan, Shen, Ping, Zhao, Guoxu, Li, Jiahang, Zhu, Yanfei, Li, Ying, Xu, Hongna, Liu, Jiaqi, Cui, Rongjun
Published in Scientific reports (01.11.2024)
Published in Scientific reports (01.11.2024)
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Journal Article
Mining patterns of comorbidity evolution in patients with multiple chronic conditions using unsupervised multi-level temporal Bayesian network
Faruqui, Syed Hasib Akhter, Alaeddini, Adel, Jaramillo, Carlos A., Potter, Jennifer S., Pugh, Mary Jo
Published in PloS one (12.07.2018)
Published in PloS one (12.07.2018)
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Journal Article