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Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
A cloud-edge collaborative strategy for capacity prognostic of lithium-ion batteries based on dynamic weight allocation and machine learning
Sun, Tao, Wang, Shaoqing, Jiang, Sheng, Xu, Bowen, Han, Xuebing, Lai, Xin, Zheng, Yuejiu
Published in Energy (Oxford) (15.01.2022)
Published in Energy (Oxford) (15.01.2022)
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Journal Article
Optimizing prognostic factors of five-year survival in gastric cancer patients using feature selection techniques with machine learning algorithms: a comparative study
Afrash, Mohammad Reza, Mirbagheri, Esmat, Mashoufi, Mehrnaz, Kazemi-Arpanahi, Hadi
Published in BMC medical informatics and decision making (06.04.2023)
Published in BMC medical informatics and decision making (06.04.2023)
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Journal Article
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
Shiri, Isaac, Salimi, Yazdan, Pakbin, Masoumeh, Hajianfar, Ghasem, Avval, Atlas Haddadi, Sanaat, Amirhossein, Mostafaei, Shayan, Akhavanallaf, Azadeh, Saberi, Abdollah, Mansouri, Zahra, Askari, Dariush, Ghasemian, Mohammadreza, Sharifipour, Ehsan, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khateri, Maziar, Bijari, Salar, Atashzar, Mohammad Reza, Shayesteh, Sajad P., Khosravi, Bardia, Babaei, Mohammad Reza, Jenabi, Elnaz, Hasanian, Mohammad, Shahhamzeh, Alireza, Foroghi Ghomi, Seyaed Yaser, Mozafari, Abolfazl, Teimouri, Arash, Movaseghi, Fatemeh, Ahmari, Azin, Goharpey, Neda, Bozorgmehr, Rama, Shirzad-Aski, Hesamaddin, Mortazavi, Roozbeh, Karimi, Jalal, Mortazavi, Nazanin, Besharat, Sima, Afsharpad, Mandana, Abdollahi, Hamid, Geramifar, Parham, Radmard, Amir Reza, Arabi, Hossein, Rezaei-Kalantari, Kiara, Oveisi, Mehrdad, Rahmim, Arman, Zaidi, Habib
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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Journal Article
Deep learning algorithm reveals two prognostic subtypes in patients with gliomas
Tian, Jing, Zhu, Mingzhen, Ren, Zijing, Zhao, Qiang, Wang, Puqing, He, Colin K., Zhang, Min, Peng, Xiaochun, Wu, Beilei, Feng, Rujia, Fu, Minglong
Published in BMC bioinformatics (11.10.2022)
Published in BMC bioinformatics (11.10.2022)
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Journal Article
Advancing prognostic precision in pulmonary embolism: A clinical and laboratory-based artificial intelligence approach for enhanced early mortality risk stratification
Sadegh-Zadeh, Seyed-Ali, Sakha, Hanie, Movahedi, Sobhan, Fasihi Harandi, Aniseh, Ghaffari, Samad, Javanshir, Elnaz, Ali, Syed Ahsan, Hooshanginezhad, Zahra, Hajizadeh, Reza
Published in Computers in biology and medicine (01.12.2023)
Published in Computers in biology and medicine (01.12.2023)
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Journal Article
Particle filter‐based prognostics for composite curing process
Balaji, Aravind, Dumas, David, Pierard, Olivier, Sbarufatti, Claudio, Cadini, Francesco
Published in Polymer composites (10.10.2024)
Published in Polymer composites (10.10.2024)
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Journal Article
Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3
Rahman, Md. Sohanur, Islam, Khandaker Reajul, Prithula, Johayra, Kumar, Jaya, Mahmud, Mufti, Alam, Mohammed Fasihul, Reaz, Mamun Bin Ibne, Alqahtani, Abdulrahman, Chowdhury, Muhammad E. H.
Published in BMC medical informatics and decision making (09.09.2024)
Published in BMC medical informatics and decision making (09.09.2024)
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Journal Article
Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients
Shiri, Isaac, Sorouri, Majid, Geramifar, Parham, Nazari, Mostafa, Abdollahi, Mohammad, Salimi, Yazdan, Khosravi, Bardia, Askari, Dariush, Aghaghazvini, Leila, Hajianfar, Ghasem, Kasaeian, Amir, Abdollahi, Hamid, Arabi, Hossein, Rahmim, Arman, Radmard, Amir Reza, Zaidi, Habib
Published in Computers in biology and medicine (01.05.2021)
Published in Computers in biology and medicine (01.05.2021)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
Machine learning-based evaluation of prognostic factors for mortality and relapse in patients with acute lymphoblastic leukemia: a comparative simulation study
Mehrbakhsh, Zahra, Hassanzadeh, Roghayyeh, Behnampour, Nasser, Tapak, Leili, Zarrin, Ziba, Khazaei, Salman, Dinu, Irina
Published in BMC medical informatics and decision making (16.09.2024)
Published in BMC medical informatics and decision making (16.09.2024)
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Journal Article
Multiple machine-learning tools identifying prognostic biomarkers for acute Myeloid Leukemia
Cheng, Yujing, Yang, Xin, Wang, Ying, Li, Qi, Chen, Wanlu, Dai, Run, Zhang, Chan
Published in BMC medical informatics and decision making (02.01.2024)
Published in BMC medical informatics and decision making (02.01.2024)
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Journal Article
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality
EL-Manzalawy, Yasser, Abbas, Mostafa, Hoaglund, Ian, Cerna, Alvaro Ulloa, Morland, Thomas B., Haggerty, Christopher M., Hall, Eric S., Fornwalt, Brandon K.
Published in BMC medical informatics and decision making (13.05.2021)
Published in BMC medical informatics and decision making (13.05.2021)
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Journal Article
Developing clinical prognostic models to predict graft survival after renal transplantation: comparison of statistical and machine learning models
Mulugeta, Getahun, Zewotir, Temesgen, Tegegne, Awoke Seyoum, Muleta, Mahteme Bekele, Juhar, Leja Hamza
Published in BMC medical informatics and decision making (03.02.2025)
Published in BMC medical informatics and decision making (03.02.2025)
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Journal Article
Short-term prognostic models for severe acute kidney injury patients receiving prolonged intermittent renal replacement therapy based on machine learning
Wei, Wenqian, Cai, Zhefei, Chen, Lei, Yuan, Weijie, Fan, Yingle, Rong, Shu
Published in BMC medical informatics and decision making (24.07.2023)
Published in BMC medical informatics and decision making (24.07.2023)
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Journal Article
Particle filter-based parameter estimation algorithm for prognostic risk assessment of progression in non-small cell lung cancer
Shang, Shi, Yuan, Junyi, Pan, Changqing, Wang, Sufen, Tu, Xuemin, Cen, Xingxing, Mi, Linhui, Hou, Xumin
Published in BMC medical informatics and decision making (20.12.2023)
Published in BMC medical informatics and decision making (20.12.2023)
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Journal Article
Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data
De Silva, Kushan, Mathews, Noel, Teede, Helena, Forbes, Andrew, Jönsson, Daniel, Demmer, Ryan T., Enticott, Joanne
Published in Computers in biology and medicine (01.05.2021)
Published in Computers in biology and medicine (01.05.2021)
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Journal Article
Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?
Cobre, Alexandre de Fátima, Stremel, Dile Pontarolo, Noleto, Guilhermina Rodrigues, Fachi, Mariana Millan, Surek, Monica, Wiens, Astrid, Tonin, Fernanda Stumpf, Pontarolo, Roberto
Published in Computers in biology and medicine (01.07.2021)
Published in Computers in biology and medicine (01.07.2021)
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Journal Article