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A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI
Kaur, Balraj Preet, Singh, Harpreet, Hans, Rahul, Sharma, Sanjeev Kumar, Sharma, Chetna, Hassan, Md. Mehedi
Published in PloS one (02.12.2024)
Published in PloS one (02.12.2024)
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Journal Article
AI-Model for Identifying Pathologic Myopia Based on Deep Learning Algorithms of Myopic Maculopathy Classification and “Plus” Lesion Detection in Fundus Images
Lu, Li, Ren, Peifang, Tang, Xuyuan, Yang, Ming, Yuan, Minjie, Yu, Wangshu, Huang, Jiani, Zhou, Enliang, Lu, Lixian, He, Qin, Zhu, Miaomiao, Ke, Genjie, Han, Wei
Published in Frontiers in cell and developmental biology (15.10.2021)
Published in Frontiers in cell and developmental biology (15.10.2021)
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Journal Article
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework
van der Vegt, Anton H, Scott, Ian A, Dermawan, Krishna, Schnetler, Rudolf J, Kalke, Vikrant R, Lane, Paul J
Published in Journal of the American Medical Informatics Association : JAMIA (20.06.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (20.06.2023)
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Journal Article
An Enhanced Approach for Predicting Breast Cancer Using Different Deep Learning Algorithms and Explainable AI Techniques in an IoT Environment
Bouallegue, Belgacem, Abd El-Latif, Yasser M., El-Sofany, Hosam, Taj-Eddin, Islam A. T. F.
Published in International journal of intelligent systems (01.01.2025)
Published in International journal of intelligent systems (01.01.2025)
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Journal Article
Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design
Brown, Sherry-Ann, Chung, Brian Y., Doshi, Krishna, Hamid, Abdulaziz, Pederson, Erin, Maddula, Ragasnehith, Hanna, Allen, Choudhuri, Indrajit, Sparapani, Rodney, Bagheri Mohamadi Pour, Mehri, Zhang, Jun, Kothari, Anai N., Collier, Patrick, Caraballo, Pedro, Noseworthy, Peter, Arruda-Olson, Adelaide
Published in Cardio-oncology (London, England) (23.01.2023)
Published in Cardio-oncology (London, England) (23.01.2023)
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Journal Article
Toward TinyDPFL systems for real-time cardiac healthcare: Trends, challenges, and system-level perspectives on AI algorithms, hardware, and edge intelligence
Akram, Muhammad Shakeel, Varma, Bogaraju Sharatchandra, Javed, Aqib, Harkin, Jim, Finlay, Dewar
Published in Journal of systems architecture (01.11.2025)
Published in Journal of systems architecture (01.11.2025)
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Journal Article
Traditional versus modern approaches to screening mammography: a comparison of computer-assisted detection for synthetic 2D mammography versus an artificial intelligence algorithm for digital breast tomosynthesis
Bahl, Manisha, Kshirsagar, Ashwini, Pohlman, Scott, Lehman, Constance D.
Published in Breast cancer research and treatment (01.04.2025)
Published in Breast cancer research and treatment (01.04.2025)
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Journal Article
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Boosting Warranty Data Analysis with Natural Language AI Algorithms
Verdinelli, Fabio, Thomas, Mathew
Published in Proceedings. Annual Reliability and Maintainability Symposium (22.01.2024)
Published in Proceedings. Annual Reliability and Maintainability Symposium (22.01.2024)
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Conference Proceeding
Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
A Stable AI-Based Binary and Multiple Class Heart Disease Prediction Model for IoMT
Yuan, Xiaoming, Chen, Jiahui, Zhang, Kuan, Wu, Yuan, Yang, Tingting
Published in IEEE transactions on industrial informatics (01.03.2022)
Published in IEEE transactions on industrial informatics (01.03.2022)
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Journal Article
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
Kaur, Simarjeet, Singla, Jimmy, Nkenyereye, Lewis, Jha, Sudan, Prashar, Deepak, Joshi, Gyanendra Prasad, El-Sappagh, Shaker, Islam, Md. Saiful, Islam, S. M. Riazul
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article