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Longitudinal clustering analysis and prediction of Parkinson’s disease progression using radiomics and hybrid machine learning
Salmanpour, Mohammad R., Shamsaei, Mojtaba, Hajianfar, Ghasem, Soltanian-Zadeh, Hamid, Rahmim, Arman
Published in Quantitative imaging in medicine and surgery (01.02.2022)
Published in Quantitative imaging in medicine and surgery (01.02.2022)
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Complex patterns of Hepatitis-C virus longitudinal clustering in a high-risk population
Rose, Rebecca, Lamers, Susanna L., Massaccesi, Guido, Osburn, William, Ray, Stuart C., Thomas, David L., Cox, Andrea L., Laeyendecker, Oliver
Published in Infection, genetics and evolution (01.03.2018)
Published in Infection, genetics and evolution (01.03.2018)
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Clustering of longitudinal Clinical Dementia Rating data to identify predictors of Alzheimer's disease progression
Ribino, Patrizia, Paragliola, Giovanni, Napoli, Claudia Di, Mannone, Maria, Chicco, Davide, Gasparini, Francesca
Published in Procedia computer science (2024)
Published in Procedia computer science (2024)
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Unfolding self‐regulated learning profiles of students: A longitudinal study
Esnaashari, Shadi, Gardner, Lesley A., Arthanari, Tiru S., Rehm, Michael
Published in Journal of computer assisted learning (01.08.2023)
Published in Journal of computer assisted learning (01.08.2023)
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Associations Between Late-Onset Preeclampsia and the Use of Calcium-Based Antacids and Proton Pump Inhibitors During Pregnancy: A Prospective Cohort Study
van Gelder, Marleen MHJ, Beekers, Pim, van Rijt-Weetink, Yrea RJ, van Drongelen, Joris, Roeleveld, Nel, Smits, Luc JM
Published in Clinical epidemiology (01.01.2022)
Published in Clinical epidemiology (01.01.2022)
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Longitudinal Imaging-Based Clusters in Former Smokers of the COPD Cohort Associate with Clinical Characteristics: The SubPopulations and Intermediate Outcome Measures in COPD Study (SPIROMICS)
Zou, Chunrui, Li, Frank, Choi, Jiwoong, Haghighi, Babak, Choi, Sanghun, Rajaraman, Prathish K, Comellas, Alejandro P, Newell, John D, Lee, Chang Hyun, Barr, R Graham, Bleecker, Eugene, Cooper, Christopher B, Couper, David, Han, Meilan, Hansel, Nadia N, Kanner, Richard E, Kazerooni, Ella A, Kleerup, Eric C, Martinez, Fernando J, O'Neal, Wanda, Paine, Robert, Rennard, Stephen I, Smith, Benjamin M, Woodruff, Prescott G, Hoffman, Eirc A, Lin, Ching-Long
Published in International journal of chronic obstructive pulmonary disease (01.01.2021)
Published in International journal of chronic obstructive pulmonary disease (01.01.2021)
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New confinement index and new perspective for comparing countries - COVID-19
da Costa, Joaquim Pinto, Garcia, André
Published in Computer methods and programs in biomedicine (01.10.2021)
Published in Computer methods and programs in biomedicine (01.10.2021)
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Clustering of Longitudinal Trajectories Using Correlation-Based Distances
Pinto da Costa, Joaquim F., Ferreira, Fábio, Mascarello, Martina, Gaio, Rita
Published in SN computer science (01.11.2021)
Published in SN computer science (01.11.2021)
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Uncovering heterogeneous cognitive trajectories in mild cognitive impairment: a data-driven approach
Wang, Xiwu, Ye, Teng, Zhou, Wenjun, Zhang, Jie
Published in Alzheimer's research & therapy (20.03.2023)
Published in Alzheimer's research & therapy (20.03.2023)
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Glucose metabolism in hyper-connected regions predicts neurodegeneration and speed of conversion in Alzheimer’s disease
Galli, Alice, Inglese, Marianna, Presotto, Luca, Malito, Rachele, Di, Xin, Toschi, Nicola, Pilotto, Andrea, Padovani, Alessandro, Tassorelli, Cristina, Perani, Daniela, Sala, Arianna, Caminiti, Silvia Paola
Published in European journal of nuclear medicine and molecular imaging (05.06.2025)
Published in European journal of nuclear medicine and molecular imaging (05.06.2025)
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Fully bayesian longitudinal unsupervised learning for the assessment and visualization of AD heterogeneity and progression
Poulakis, Konstantinos, Ferreira, Daniel, Pereira, Joana B., Smedby, Örjan, Vemuri, Prashanthi, Westman, Eric
Published in Aging (Albany, NY.) (09.07.2020)
Published in Aging (Albany, NY.) (09.07.2020)
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Stage vs subtype hypothesis: A longitudinal MRI study investigating the heterogeneity in AD
Poulakis, Konstantinos, Ferreira, Daniel, Pereira, Joana B., Westman, Eric
Published in ALZHEIMERS & DEMENTIA (01.12.2020)
Published in ALZHEIMERS & DEMENTIA (01.12.2020)
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Heterogeneity in longitudinal deterioration of white matter microstructural integrity in the population and its implications for cognitive aging
Poulakis, Konstantinos, Reid, Robert I., Przybelski, Scott A., Knopman, David S., Graff‐Radford, Jonathan, Lowe, Val J., Mielke, Michelle M., Machulda, Mary M., Jack, Clifford R., Petersen, Ronald C., Westman, Eric, Vemuri, Prashanthi
Published in ALZHEIMERS & DEMENTIA (01.12.2020)
Published in ALZHEIMERS & DEMENTIA (01.12.2020)
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Markers of inflammation in cerebrospinal fluid can predict post‐assessment trajectory progression and classification on the ADCOMS scale
Evenden, Dave, Michopoulou, Sofia, Prosser, Angus, Teeling, Jessica, Kipps, Christopher
Published in Alzheimer's & dementia (01.12.2024)
Published in Alzheimer's & dementia (01.12.2024)
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