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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
Improvement of electrocardiographic diagnostic accuracy of left ventricular hypertrophy using a Machine Learning approach
De la Garza-Salazar, Fernando, Romero-Ibarguengoitia, Maria Elena, Rodriguez-Diaz, Elias Abraham, Azpiri-Lopez, Jose Ramón, González-Cantu, Arnulfo
Published in PloS one (13.05.2020)
Published in PloS one (13.05.2020)
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Journal Article
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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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
Predicting very early recurrence in intrahepatic cholangiocarcinoma after curative hepatectomy using machine learning radiomics based on CECT: A multi-institutional study
Chen, Bo, Mao, Yicheng, Li, Jiacheng, Zhao, Zhengxiao, Chen, Qiwen, Yu, Yaoyao, Yang, Yunjun, Dong, Yulong, Lin, Ganglian, Yao, Jiangqiao, Lu, Mengmeng, Wu, Lijun, Bo, Zhiyuan, Chen, Gang, Xie, Xiaozai
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
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
Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc
Atad, Matan, Gruber, Gabriel, Ribeiro, Marx, Nicolini, Luis Fernando, Graf, Robert, Möller, Hendrik, Nispel, Kati, Ezhov, Ivan, Rueckert, Daniel, Kirschke, Jan S.
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article
Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI
Gaw, Nathan, Hawkins-Daarud, Andrea, Hu, Leland S., Yoon, Hyunsoo, Wang, Lujia, Xu, Yanzhe, Jackson, Pamela R., Singleton, Kyle W., Baxter, Leslie C., Eschbacher, Jennifer, Gonzales, Ashlyn, Nespodzany, Ashley, Smith, Kris, Nakaji, Peter, Mitchell, J. Ross, Wu, Teresa, Swanson, Kristin R., Li, Jing
Published in Scientific reports (11.07.2019)
Published in Scientific reports (11.07.2019)
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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
Application of machine learning in the preoperative radiomic diagnosis of ameloblastoma and odontogenic keratocyst based on cone-beam CT
Song, Yang, Ma, Sirui, Mao, Bing, Xu, Kun, Liu, Yuan, Ma, Jingdong, Jia, Jun
Published in Dento-maxillo-facial radiology (28.06.2024)
Published in Dento-maxillo-facial radiology (28.06.2024)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
A multimodal machine learning algorithm improved diagnostic accuracy for otitis media in a school aged Aboriginal population
Stephens, Jacqueline H., Nguyen, Phong Phu, Machell, Amanda, Sanchez, Linnett, Ooi, Eng H., Carney, A. Simon, Lewis, Trent
Published in Journal of biomedical informatics (01.04.2025)
Published in Journal of biomedical informatics (01.04.2025)
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Journal Article
An automated machine learning approach to predict brain age from cortical anatomical measures
Dafflon, Jessica, Pinaya, Walter H. L., Turkheimer, Federico, Cole, James H., Leech, Robert, Harris, Mathew A., Cox, Simon R., Whalley, Heather C., McIntosh, Andrew M., Hellyer, Peter J.
Published in Human brain mapping (01.09.2020)
Published in Human brain mapping (01.09.2020)
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Journal Article