Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease
Gao, Chao, Sun, Hanbo, Wang, Tuo, Tang, Ming, Bohnen, Nicolaas I., Müller, Martijn L. T. M., Herman, Talia, Giladi, Nir, Kalinin, Alexandr, Spino, Cathie, Dauer, William, Hausdorff, Jeffrey M., Dinov, Ivo D.
Published in Scientific reports (08.05.2018)
Published in Scientific reports (08.05.2018)
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Journal Article
Cholinergic Dysfunction in Parkinson’s Disease
Müller, Martijn L. T. M., Bohnen, Nicolaas I.
Published in Current neurology and neuroscience reports (01.09.2013)
Published in Current neurology and neuroscience reports (01.09.2013)
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Journal Article
Metadata Framework to Support Deployment of Digital Health Technologies in Clinical Trials in Parkinson's Disease
Hill, Derek L, Stephenson, Diane, Brayanov, Jordan, Claes, Kasper, Badawy, Reham, Sardar, Sakshi, Fisher, Katherine, Lee, Susan J, Bannon, Anthony, Roussos, George, Kangarloo, Tairmae, Terebaite, Viktorija, Müller, Martijn L T M, Bhatnagar, Roopal, Adams, Jamie L, Dorsey, E Ray, Cosman, Josh
Published in Sensors (Basel, Switzerland) (09.03.2022)
Published in Sensors (Basel, Switzerland) (09.03.2022)
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Journal Article
Frequency of cholinergic and caudate nucleus dopaminergic deficits across the predemented cognitive spectrum of Parkinson disease and evidence of interaction effects
Bohnen, Nicolaas I, Albin, Roger L, Müller, Martijn L T M, Petrou, Myria, Kotagal, Vikas, Koeppe, Robert A, Scott, Peter J H, Frey, Kirk A
Published in JAMA neurology (01.02.2015)
Published in JAMA neurology (01.02.2015)
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Journal Article
Kink far below the Fermi level reveals new electron-magnon scattering channel in Fe
Młyńczak, E., Müller, M. C. T. D., Gospodarič, P., Heider, T., Aguilera, I., Bihlmayer, G., Gehlmann, M., Jugovac, M., Zamborlini, G., Tusche, C., Suga, S., Feyer, V., Plucinski, L., Friedrich, C., Blügel, S., Schneider, C. M.
Published in Nature communications (31.01.2019)
Published in Nature communications (31.01.2019)
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Journal Article
Application of longitudinal item response theory models to modeling Parkinson’s disease progression
Zou, Haotian, Aggarwal, Varun, Stebbins, Glenn T., Müller, Martijn L. T. M., Cedarbaum, Jesse M., Pedata, Anne, Stephenson, Diane, Simuni, Tanya, Luo, Sheng
Published in CPT: pharmacometrics and systems pharmacology (01.10.2022)
Published in CPT: pharmacometrics and systems pharmacology (01.10.2022)
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Journal Article
Transforming Drug Development for Neurological Disorders: Proceedings from a Multidisease Area Workshop
Stephenson, Diane, Belfiore-Oshan, Ramona, Karten, Yashmin, Keavney, Jessi, Kwok, D. Kevin, Martinez, Terina, Montminy, Joe, Müller, Martijn L. T. M., Romero, Klaus, Sivakumaran, Sudhir
Published in Neurotherapeutics (01.10.2023)
Published in Neurotherapeutics (01.10.2023)
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Journal Article
In vivo neurochemical imaging of olfactory dysfunction in Parkinson’s disease
Bohnen, Nicolaas I., Müller, Martijn L. T. M.
Published in Journal of Neural Transmission (01.04.2013)
Published in Journal of Neural Transmission (01.04.2013)
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Journal Article
Using a smartwatch and smartphone to assess early Parkinson’s disease in the WATCH-PD study over 12 months
Adams, Jamie L., Kangarloo, Tairmae, Gong, Yishu, Khachadourian, Vahe, Tracey, Brian, Volfson, Dmitri, Latzman, Robert D., Cosman, Joshua, Edgerton, Jeremy, Anderson, David, Best, Allen, Kostrzebski, Melissa A., Auinger, Peggy, Wilmot, Peter, Pohlson, Yvonne, Jensen-Roberts, Stella, Müller, Martijn L. T. M., Stephenson, Diane, Dorsey, E. Ray
Published in NPJ Parkinson's Disease (12.06.2024)
Published in NPJ Parkinson's Disease (12.06.2024)
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Journal Article
Forecasting vehicular traffic flow using MLP and LSTM
Oliveira, Diogo David, Rampinelli, Mariana, Tozatto, Gabriel Zago, Andreão, Rodrigo Varejão, Müller, Sandra M. T.
Published in Neural computing & applications (01.12.2021)
Published in Neural computing & applications (01.12.2021)
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Journal Article
The role of serotonin in sleep disordered breathing associated with Parkinson disease: a correlative [11C]DASB PET imaging study
Lelieveld, Irene M, Müller, Martijn L T M, Bohnen, Nicolaas I, Koeppe, Robert A, Chervin, Ronald D, Frey, Kirk A, Albin, Roger L
Published in PloS one (05.07.2012)
Published in PloS one (05.07.2012)
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