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Conditional Functional Graphical Models
Lee, Kuang-Yao, Ji, Dingjue, Li, Lexin, Constable, Todd, Zhao, Hongyu
Published in Journal of the American Statistical Association (02.01.2023)
Published in Journal of the American Statistical Association (02.01.2023)
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Dynamic undirected graphical models for time‐varying clinical symptom and neuroimaging networks
McDonnell, Erin I., Xie, Shanghong, Marder, Karen, Cui, Fanyu, Wang, Yuanjia
Published in Statistics in medicine (20.09.2024)
Published in Statistics in medicine (20.09.2024)
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Evaluation of graphical models for multi-group metabolomics data
Zhao, Hang, Dai, Pin-yuan, Yu, Xiao-jin, He, Jie-yu, Zhao, Chao, Yin, Li-hong
Published in Briefings in bioinformatics (19.05.2023)
Published in Briefings in bioinformatics (19.05.2023)
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Bayesian Edge Regression in Undirected Graphical Models to Characterize Interpatient Heterogeneity in Cancer
Wang, Zeya, Baladandayuthapani, Veerabhadran, Kaseb, Ahmed O., Amin, Hesham M., Hassan, Manal M., Wang, Wenyi, Morris, Jeffrey S.
Published in Journal of the American Statistical Association (03.04.2022)
Published in Journal of the American Statistical Association (03.04.2022)
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Skin lesion tracking using structured graphical models
Mirzaalian, Hengameh, Lee, Tim K., Hamarneh, Ghassan
Published in Medical image analysis (01.01.2016)
Published in Medical image analysis (01.01.2016)
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Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings
Athreya, Arjun P., Brückl, Tanja, Binder, Elisabeth B., John Rush, A., Biernacka, Joanna, Frye, Mark A., Neavin, Drew, Skime, Michelle, Monrad, Ditlev, Iyer, Ravishankar K., Mayes, Taryn, Trivedi, Madhukar, Carter, Rickey E., Wang, Liewei, Weinshilboum, Richard M., Croarkin, Paul E., Bobo, William V.
Published in Neuropsychopharmacology (New York, N.Y.) (01.06.2021)
Published in Neuropsychopharmacology (New York, N.Y.) (01.06.2021)
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Constructing training set using distance between learnt graphical models of time series data on patient physiology, to predict disease scores
Chakrabarty, Dalia, Wang, Kangrui, Roy, Gargi, Bhojgaria, Akash, Zhang, Chuqiao, Pavlu, Jiri, Chakrabartty, Joydeep
Published in PloS one (19.10.2023)
Published in PloS one (19.10.2023)
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Incorporating structured assumptions with probabilistic graphical models in fMRI data analysis
Cai, Ming Bo, Shvartsman, Michael, Wu, Anqi, Zhang, Hejia, Zhu, Xia
Published in Neuropsychologia (01.07.2020)
Published in Neuropsychologia (01.07.2020)
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The cluster graphical lasso for improved estimation of Gaussian graphical models
Tan, Kean Ming, Witten, Daniela, Shojaie, Ali
Published in Computational statistics & data analysis (01.05.2015)
Published in Computational statistics & data analysis (01.05.2015)
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Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction
Scipioni, Michele, Pedemonte, Stefano, Santarelli, Maria Filomena, Landini, Luigi
Published in IEEE transactions on medical imaging (01.01.2020)
Published in IEEE transactions on medical imaging (01.01.2020)
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Graphical models for social behavior modeling in face-to face interaction
Mihoub, Alaeddine, Bailly, Gérard, Wolf, Christian, Elisei, Frédéric
Published in Pattern recognition letters (15.04.2016)
Published in Pattern recognition letters (15.04.2016)
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