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Training recurrent neural networks robust to incomplete data: Application to Alzheimer’s disease progression modeling
Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay, Cardoso, M. Jorge, Modat, Marc, Ourselin, Sébastien, Sørensen, Lauge
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
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Journal Article
MUMA: A Multi-Omics Meta-Learning Algorithm for Data Interpretation and Classification
Huang, Hai-Hui, Shu, Jun, Liang, Yong
Published in IEEE journal of biomedical and health informatics (01.04.2024)
Published in IEEE journal of biomedical and health informatics (01.04.2024)
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Journal Article
Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging
Tanveer, M., Lin, Chin-Teng, Kumar Singh, Amit
Published in IEEE journal of biomedical and health informatics (01.10.2022)
Published in IEEE journal of biomedical and health informatics (01.10.2022)
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Journal Article
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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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
Advanced detection of cardiac arrhythmias using machine learning algorithms on ECG data
Pandey, Sanjay Kumar, Kumar, Dharmendra, Lal, Bechoo
Published in Neural computing & applications (01.11.2025)
Published in Neural computing & applications (01.11.2025)
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Journal Article
Elimination of Irrelevant Features and Heart Disease Recognition by Employing Machine Learning Algorithms using Clinical Data
Wen, Huaiyu, Li, Sufang, Haq, Amin Ul, Li, Jian Ping, Kumar, Rajesh, Saboor, Abdus, Jiang, Tao
Published in International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (Online) (18.12.2020)
Published in International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (Online) (18.12.2020)
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Conference Proceeding
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
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
Cole, James H., Poudel, Rudra P.K., Tsagkrasoulis, Dimosthenis, Caan, Matthan W.A., Steves, Claire, Spector, Tim D., Montana, Giovanni
Published in NeuroImage (Orlando, Fla.) (01.12.2017)
Published in NeuroImage (Orlando, Fla.) (01.12.2017)
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Journal Article
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time
Martínez-Martínez, F., Rupérez-Moreno, M.J., Martínez-Sober, M., Solves-Llorens, J.A., Lorente, D., Serrano-López, A.J., Martínez-Sanchis, S., Monserrat, C., Martín-Guerrero, J.D.
Published in Computers in biology and medicine (01.11.2017)
Published in Computers in biology and medicine (01.11.2017)
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Journal Article
Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic acute care algorithm - kidney stones (DACA-KS)
Chen, Zhaoyi, Bird, Victoria Y., Ruchi, Rupam, Segal, Mark S., Bian, Jiang, Khan, Saeed R., Elie, Marie-Carmelle, Prosperi, Mattia
Published in BMC medical informatics and decision making (17.08.2018)
Published in BMC medical informatics and decision making (17.08.2018)
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Journal Article