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Advancements and Prospects of Machine Learning in Medical Diagnostics: Unveiling the Future of Diagnostic Precision
Asif, Sohaib, Wenhui, Yi, ur-Rehman, Saif, ul-ain, Qurrat, Amjad, Kamran, Yueyang, Yi, Jinhai, Si, Awais, Muhammad
Published in Archives of computational methods in engineering (01.03.2025)
Published in Archives of computational methods in engineering (01.03.2025)
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Journal Article
Challenges and barriers of using large language models (LLM) such as ChatGPT for diagnostic medicine with a focus on digital pathology – a recent scoping review
Ullah, Ehsan, Parwani, Anil, Baig, Mirza Mansoor, Singh, Rajendra
Published in Diagnostic pathology (27.02.2024)
Published in Diagnostic pathology (27.02.2024)
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Journal Article
Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease)
Beunza, Juan-Jose, Puertas, Enrique, García-Ovejero, Ester, Villalba, Gema, Condes, Emilia, Koleva, Gergana, Hurtado, Cristian, Landecho, Manuel F.
Published in Journal of biomedical informatics (01.09.2019)
Published in Journal of biomedical informatics (01.09.2019)
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Journal Article
Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future
Ikerionwu, Charles, Ugwuishiwu, Chikodili, Okpala, Izunna, James, Idara, Okoronkwo, Matthew, Nnadi, Charles, Orji, Ugochukwu, Ebem, Deborah, Ike, Anthony
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
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Journal Article
Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art
Garavand, Ali, Behmanesh, Ali, Aslani, Nasim, Sadeghsalehi, Hamidreza, Ghaderzadeh, Mustafa
Published in International journal of intelligent systems (2023)
Published in International journal of intelligent systems (2023)
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Journal Article
Boosting Breast Cancer Detection Using Convolutional Neural Network
Alanazi, Saad Awadh, Kamruzzaman, M. M., Islam Sarker, Md Nazirul, Alruwaili, Madallah, Alhwaiti, Yousef, Alshammari, Nasser, Siddiqi, Muhammad Hameed
Published in Journal of healthcare engineering (2021)
Published in Journal of healthcare engineering (2021)
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Journal Article
Diagnostic and comparative performance for the prediction of tuberculous pleural effusion using machine learning algorithms
Liu, Yanqing, Liang, Zhigang, Yang, Jing, Yuan, Songbo, Wang, Shanshan, Huang, Weina, Wu, Aihua
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
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Journal Article
A Novel and Secure Machine Learning-Based Hyperledger Blockchain for IoT Healthcare
Aslam, Sidra, Aslam, Saba, Wang, Taotao, Feng, Daquan, Zhang, Shengli
Published in IEEE internet of things journal (01.08.2025)
Published in IEEE internet of things journal (01.08.2025)
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Journal Article
Image-Based Artificial Intelligence in Psoriasis Assessment: The Beginning of a New Diagnostic Era?
Goessinger, Elisabeth V., Gottfrois, Philippe, Mueller, Alina M., Cerminara, Sara E., Navarini, Alexander A.
Published in American journal of clinical dermatology (01.11.2024)
Published in American journal of clinical dermatology (01.11.2024)
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Journal Article
Explainability and causability for artificial intelligence-supported medical image analysis in the context of the European In Vitro Diagnostic Regulation
Müller, Heimo, Holzinger, Andreas, Plass, Markus, Brcic, Luka, Stumptner, Cornelia, Zatloukal, Kurt
Published in New biotechnology (25.09.2022)
Published in New biotechnology (25.09.2022)
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Journal Article
Utility of adding Radiomics to clinical features in predicting the outcomes of radiotherapy for head and neck cancer using machine learning
Gangil, Tarun, Sharan, Krishna, Rao, B. Dinesh, Palanisamy, Krishnamoorthy, Chakrabarti, Biswaroop, Kadavigere, Rajagopal
Published in PloS one (15.12.2022)
Published in PloS one (15.12.2022)
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Journal Article
A new AI assisted medical molecular image diagnostic model
Premananthan, G., Nagaraj, B., Jaya, J.
Published in Journal of intelligent & fuzzy systems (01.06.2023)
Published in Journal of intelligent & fuzzy systems (01.06.2023)
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Journal Article
XGBoost-SHAP-based interpretable diagnostic framework for alzheimer’s disease
Yi, Fuliang, Yang, Hui, Chen, Durong, Qin, Yao, Han, Hongjuan, Cui, Jing, Bai, Wenlin, Ma, Yifei, Zhang, Rong, Yu, Hongmei
Published in BMC medical informatics and decision making (25.07.2023)
Published in BMC medical informatics and decision making (25.07.2023)
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Journal Article
Comparative Analysis of Machine Learning Algorithms Used for Translating Aptamer-Antigen Binding Kinetic Profiles to Diagnostic Decisions
Sakib, Sadman, Bajaj, Kulmanak, Sen, Payel, Li, Wantong, Gu, Jimmy, Li, Yingfu, Soleymani, Leyla
Published in ACS sensors (28.02.2025)
Published in ACS sensors (28.02.2025)
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Journal Article