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Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma
Zhang, Bin, He, Xin, Ouyang, Fusheng, Gu, Dongsheng, Dong, Yuhao, Zhang, Lu, Mo, Xiaokai, Huang, Wenhui, Tian, Jie, Zhang, Shuixing
Published in Cancer letters (10.09.2017)
Published in Cancer letters (10.09.2017)
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Journal Article
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
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
Prognostic biomarkers of intracerebral hemorrhage identified using targeted proteomics and machine learning algorithms
Misra, Shubham, Kawamura, Yuki, Singh, Praveen, Sengupta, Shantanu, Nath, Manabesh, Rahman, Zuhaibur, Kumar, Pradeep, Kumar, Amit, Aggarwal, Praveen, Srivastava, Achal K., Pandit, Awadh K., Mohania, Dheeraj, Prasad, Kameshwar, Mishra, Nishant K., Vibha, Deepti
Published in PloS one (03.06.2024)
Published in PloS one (03.06.2024)
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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
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
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
Prognostic value of texture analysis from cardiac magnetic resonance imaging in patients with Takotsubo syndrome: a machine learning based proof-of-principle approach
Mannil, Manoj, Kato, Ken, Manka, Robert, von Spiczak, Jochen, Peters, Benjamin, Cammann, Victoria L., Kaiser, Christoph, Osswald, Stefan, Nguyen, Thanh Ha, Horowitz, John D., Katus, Hugo A., Ruschitzka, Frank, Ghadri, Jelena R., Alkadhi, Hatem, Templin, Christian
Published in Scientific reports (25.11.2020)
Published in Scientific reports (25.11.2020)
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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
A Deep Learning Based Data Fusion Method for Degradation Modeling and Prognostics
Wang, Feng, Du, Juan, Zhao, Yang, Tang, Tao, Shi, Jianjun
Published in IEEE transactions on reliability (01.06.2021)
Published in IEEE transactions on reliability (01.06.2021)
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Journal Article
Machine learning-based pathomics signature could act as a novel prognostic marker for patients with clear cell renal cell carcinoma
Chen, Siteng, Jiang, Liren, Gao, Feng, Zhang, Encheng, Wang, Tao, Zhang, Ning, Wang, Xiang, Zheng, Junhua
Published in British journal of cancer (23.03.2022)
Published in British journal of cancer (23.03.2022)
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Journal Article
A machine learning-based prognostic predictor for stage III colon cancer
Jiang, Dan, Liao, Junhua, Duan, Haihan, Wu, Qingbin, Owen, Gemma, Shu, Chang, Chen, Liangyin, He, Yanjun, Wu, Ziqian, He, Du, Zhang, Wenyan, Wang, Ziqiang
Published in Scientific reports (25.06.2020)
Published in Scientific reports (25.06.2020)
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Journal Article