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@article{fettelschoss2014vaccination,
title={Vaccination against Alzheimer disease: an update on future strategies},
author={Fettelschoss, Antonia and Zabel, Franziska and Bachmann, Martin F},
journal={Human vaccines \& immunotherapeutics},
volume={10},
number={4},
pages={847--851},
year={2014},
publisher={Taylor \& Francis}
}
@article{lorenzi2017disease,
title={Disease Progression Modeling and Prediction through Random Effect Gaussian Processes and Time Transformation},
author={Lorenzi, Marco and Filippone, Maurizio and Alexander, Daniel C and Ourselin, Sebastien},
journal={arXiv preprint arXiv:1701.01668},
year={2017}
}
@inproceedings{riihimaki2010gaussian,
title={Gaussian processes with monotonicity information},
author={Riihim{\"a}ki, Jaakko and Vehtari, Aki},
booktitle={Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics},
pages={645--652},
year={2010}
}
@article{jedynak2012computational,
title={A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort},
author={Jedynak, Bruno M and Lang, Andrew and Liu, Bo and Katz, Elyse and Zhang, Yanwei and Wyman, Bradley T and Raunig, David and Jedynak, C Pierre and Caffo, Brian and Prince, Jerry L and others},
journal={Neuroimage},
volume={63},
number={3},
pages={1478--1486},
year={2012},
publisher={Elsevier}
}
@article{ramsay1988monotone,
title={Monotone regression splines in action},
author={Ramsay, James O},
journal={Statistical science},
pages={425--441},
year={1988},
publisher={JSTOR}
}
@article{vandemeulebroecke2017longitudinal,
title={A Longitudinal Item Response Theory Model to Characterize Cognition Over Time in Elderly Subjects},
author={Vandemeulebroecke, Marc and Bornkamp, Bj{\"o}rn and Krahnke, Tillmann and Mielke, Johanna and Monsch, Andreas and Quarg, Peter},
journal={CPT: Pharmacometrics \& Systems Pharmacology},
year={2017},
publisher={Wiley Online Library}
}