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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
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
Machine Learning-Based Identification of Colon Cancer Candidate Diagnostics Genes
Koppad, Saraswati, Basava, Annappa, Nash, Katrina, Gkoutos, Georgios V., Acharjee, Animesh
Published in Biology (Basel, Switzerland) (25.02.2022)
Published in Biology (Basel, Switzerland) (25.02.2022)
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Journal Article
Surgical spectral imaging
Clancy, Neil T., Jones, Geoffrey, Maier-Hein, Lena, Elson, Daniel S., Stoyanov, Danail
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Machine learning‐based estimation of respiratory fluctuations in a healthy adult population using resting state BOLD fMRI and head motion parameters
Addeh, Abdoljalil, Vega, Fernando, Morshedi, Amin, Williams, Rebecca J., Pike, G. Bruce, MacDonald, M. Ethan
Published in Magnetic resonance in medicine (01.03.2025)
Published in Magnetic resonance in medicine (01.03.2025)
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Journal Article
Machine Learning Can Predict the Timing and Size of Analog Earthquakes
Corbi, F., Sandri, L., Bedford, J., Funiciello, F., Brizzi, S., Rosenau, M., Lallemand, S.
Published in Geophysical research letters (16.02.2019)
Published in Geophysical research letters (16.02.2019)
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Journal Article
Robust autoregressive modeling and its diagnostic analytics with a COVID-19 related application
Liu, Yonghui, Wang, Jing, Leiva, Víctor, Tapia, Alejandra, Tan, Wei, Liu, Shuangzhe
Published in Journal of applied statistics (18.05.2024)
Published in Journal of applied statistics (18.05.2024)
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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
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
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