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Implementation of Artificial Intelligence in Personalized Prognostic Assessment of Lung Cancer: A Narrative Review

by Lococo, Filippo, Ghaly, Galal, Chiappetta, Marco, Flamini, Sara, Evangelista, Jessica, Bria, Emilio, Stefani, Alessio, Vita, Emanuele, Martino, Antonella, Boldrini, Luca, Sassorossi, Carolina, Campanella, Annalisa, Margaritora, Stefano, Mohammed, Abdelrahman
Published in Cancers (01.05.2024)

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Journal Article

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AI-based tumor-stroma ratio quantification algorithm: comprehensive evaluation of prognostic role in primary colorectal cancer

by Carvalho, Rita, Zander, Thomas, Barroso, Vincenzo Mitchell, Bekisoglu, Ahmet, Zerbe, Norman, Klein, Sebastian, Büttner, Reinhard, Quaas, Alexander, Tolkach, Yuri
Published in Virchows Archiv : an international journal of pathology (01.10.2025)

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Innovative Machine Learning Algorithms for AI-Driven Lung Cancer Diagnostics and Prognostics

by AbdElminaam, Diaa Salama, Tarek, Jana, Maher, Hania, Jalaleldin, Rawan, Mahmoud, Bahig, Osama, Ahmed
Published in 2025 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) (17.09.2025)

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Conference Proceeding

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A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

by Botchkarev, Alexei
Published in Interdisciplinary journal of information, knowledge, and management (2019)

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Journal Article

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Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms

by 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)

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Journal Article

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Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks

by Figueroa Barraza, Joaquín, López Droguett, Enrique, Martins, Marcelo Ramos
Published in Sensors (Basel, Switzerland) (01.09.2021)

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Journal Article

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Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

by Zhang, Weiting, Yang, Dong, Wang, Hongchao
Published in IEEE systems journal (01.09.2019)

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Journal Article

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Robustness of AI-based prognostic and systems health management

by Khan, Samir, Tsutsumi, Seiji, Yairi, Takehisa, Nakasuka, Shinichi
Published in Annual reviews in control (01.01.2021)

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Journal Article

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The use of automated and AI ‐driven algorithms for the detection of hippocampal sclerosis and focal cortical dysplasia

by Bernasconi, Andrea, Gill, Ravnoor S., Bernasconi, Neda
Published in Epilepsia (Copenhagen) (01.09.2025)

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Journal Article

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Prognostic Validation of a Neural Network Unified Physics Parameterization

by Brenowitz, N. D., Bretherton, C. S.
Published in Geophysical research letters (28.06.2018)

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Journal Article

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Prognostic biomarkers of intracerebral hemorrhage identified using targeted proteomics and machine learning algorithms

by 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)

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Journal Article

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COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients

by 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)

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Journal Article

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Advancing prognostic precision in pulmonary embolism: A clinical and laboratory-based artificial intelligence approach for enhanced early mortality risk stratification

by 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)

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Journal Article

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Deep learning algorithm reveals two prognostic subtypes in patients with gliomas

by 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)

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Journal Article

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Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma

by 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)

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Journal Article

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Conditional predictive Bayesian Cramér-Rao Lower Bounds for prognostic algorithms design

by Acuña, David E., Orchard, Marcos E., Saona, Raimundo J.
Published in Applied soft computing (01.11.2018)

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Journal Article

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Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients

by 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)

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Journal Article

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The performance of prognostic models depended on the choice of missing value imputation algorithm: a simulation study

by Deforth, Manja, Heinze, Georg, Held, Ulrike
Published in Journal of clinical epidemiology (01.12.2024)

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Journal Article

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Machine learning-based pathomics signature could act as a novel prognostic marker for patients with clear cell renal cell carcinoma

by 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)

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Journal Article

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Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms

by Lehmann, Claude, Goren Huber, Lilach, Horisberger, Thomas, Scheiba, Georg, Sima, Ana Claudia, Stockinger, Kurt
Published in Journal of big data (12.08.2020)

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