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Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time
Rosa, Luis G., Zia, Jonathan S., Inan, Omer T., Sawicki, Gregory S.
Published in PloS one (26.05.2021)
Published in PloS one (26.05.2021)
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Journal Article
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article
A multi-scale cortical wiring space links cellular architecture and functional dynamics in the human brain
Paquola, Casey, Seidlitz, Jakob, Benkarim, Oualid, Royer, Jessica, Klimes, Petr, Bethlehem, Richard A. I., Larivière, Sara, Vos de Wael, Reinder, Rodríguez-Cruces, Raul, Hall, Jeffery A., Frauscher, Birgit, Smallwood, Jonathan, Bernhardt, Boris C.
Published in PLoS biology (01.11.2020)
Published in PLoS biology (01.11.2020)
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Journal Article
Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization
Toivonen, Jussi, Montoya Perez, Ileana, Movahedi, Parisa, Merisaari, Harri, Pesola, Marko, Taimen, Pekka, Boström, Peter J., Pohjankukka, Jonne, Kiviniemi, Aida, Pahikkala, Tapio, Aronen, Hannu J., Jambor, Ivan
Published in PloS one (08.07.2019)
Published in PloS one (08.07.2019)
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Journal Article
Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression
Yoshida, Kosuke, Shimizu, Yu, Yoshimoto, Junichiro, Takamura, Masahiro, Okada, Go, Okamoto, Yasumasa, Yamawaki, Shigeto, Doya, Kenji
Published in PloS one (12.07.2017)
Published in PloS one (12.07.2017)
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Journal Article
IoT Based Predictive Maintenance Management of Medical Equipment
Shamayleh, Abdulrahim, Awad, Mahmoud, Farhat, Jumana
Published in Journal of medical systems (01.04.2020)
Published in Journal of medical systems (01.04.2020)
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Journal Article
Extreme learning machine based optimal embedding location finder for image steganography
Atee, Hayfaa Abdulzahra, Ahmad, Robiah, Noor, Norliza Mohd, Rahma, Abdul Monem S., Aljeroudi, Yazan
Published in PloS one (14.02.2017)
Published in PloS one (14.02.2017)
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Journal Article
Feasibility of ultrasound radiomics based models for classification of liver fibrosis due to Schistosoma japonicum infection
Guo, Zhaoyu, Zhao, Miaomiao, Liu, Zhenhua, Zheng, Jinxin, Gong, Yanfeng, Huang, Lulu, Xue, Jingbo, Zhou, Xiaonong, Li, Shizhu
Published in PLoS neglected tropical diseases (13.06.2024)
Published in PLoS neglected tropical diseases (13.06.2024)
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Journal Article
Identifying liver cirrhosis in patients with chronic hepatitis B: an interpretable machine learning algorithm based on LSM
Bai, Xueting, Pu, Chunwen, Zhen, Wenchong, Huang, Yushuang, Zhang, Qian, Li, Zihan, Zhang, Yixin, Xu, Rongxuan, Yao, Zhihan, Wu, Wei, Sun, Mei, Li, Xiaofeng
Published in Annals of medicine (Helsinki) (01.12.2025)
Published in Annals of medicine (Helsinki) (01.12.2025)
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Journal Article
Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning
Wein, Simon, Deco, Gustavo, Tomé, Ana Maria, Goldhacker, Markus, Malloni, Wilhelm M., Greenlee, Mark W., Lang, Elmar W.
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning
Yoon, Yeo Hun, Khan, Shujaat, Huh, Jaeyoung, Ye, Jong Chul
Published in IEEE transactions on medical imaging (01.02.2019)
Published in IEEE transactions on medical imaging (01.02.2019)
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Journal Article