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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
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
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
The computerized algorithm for renal assessment improves diagnostic accuracy of renal impairment in hospitalized patients
Chen, Chun-You, Chang, Te-I., Chen, Cheng-Hsien, Hsu, Shih-Chang, Chu, Yen-Ling, Huang, Nai-Jen, Sue, Yuh-Mou, Chen, Tso-Hsiao, Huang, Po-Hsun, Liu, Chung-Te, Hsieh, Hui-Ling
Published in Scientific reports (31.01.2025)
Published in Scientific reports (31.01.2025)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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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
The RSNA Pediatric Bone Age Machine Learning Challenge
Halabi, Safwan S., Prevedello, Luciano M., Kalpathy-Cramer, Jayashree, Mamonov, Artem B., Bilbily, Alexander, Cicero, Mark, Pan, Ian, Pereira, Lucas Araújo, Sousa, Rafael Teixeira, Abdala, Nitamar, Kitamura, Felipe Campos, Thodberg, Hans H., Chen, Leon, Shih, George, Andriole, Katherine, Kohli, Marc D., Erickson, Bradley J., Flanders, Adam E.
Published in Radiology (01.02.2019)
Published in Radiology (01.02.2019)
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Journal Article
Isotopological remeshing and statistical shape analysis: Enhancing premolar tooth wear classification and simulation with machine learning
Binvignat, Pauline, Chaurasia, Akhilanand, Lahoud, Pierre, Jacobs, Reinhilde, Pokhojaev, Ariel, Sarig, Rachel, Ducret, Maxime, Richert, Raphael
Published in Journal of dentistry (01.10.2024)
Published in Journal of dentistry (01.10.2024)
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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
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
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
Machine learning-augmented surface-enhanced spectroscopy toward next-generation molecular diagnostics
Zhou, Hong, Xu, Liangge, Ren, Zhihao, Zhu, Jiaqi, Lee, Chengkuo
Published in Nanoscale advances (31.01.2023)
Published in Nanoscale advances (31.01.2023)
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Journal Article
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems
Chakraborty, Chinmay, Kishor, Amit
Published in IEEE transactions on computational social systems (01.12.2022)
Published in IEEE transactions on computational social systems (01.12.2022)
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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