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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
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
Time of Flight Transmission Mode Ultrasound Computed Tomography With Expected Gradient and Boundary Optimization
Ceccato, Roberto C., Pigatto, Andre V., Aster, Richard C., Pai, Chi-Nan, Mueller, Jennifer L., Furuie, Sergio S.
Published in IEEE transactions on biomedical engineering (01.09.2025)
Published in IEEE transactions on biomedical engineering (01.09.2025)
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Journal Article
Research on medical data security sharing scheme based on homomorphic encryption
Guo, Lihong, Gao, Weilei, Cao, Ye, Lai, Xu
Published in Mathematical biosciences and engineering : MBE (01.01.2023)
Published in Mathematical biosciences and engineering : MBE (01.01.2023)
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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
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article