CARE-PD Dataset Citations

šŸ“‹ Citation Guidelines

  • Always cite the main CARE-PD paper when using any part of the dataset
  • Cite the relevant cohort papers for the specific data you use in your research

CARE-PD

Adeli V, Klabučar I, Rajabi J, Filtjens B, Mehraban S, Wang D, Seo H, Hoang T-H, Do MN, Muller C, Neves de Oliveira C, Boari Coelho D, Ginis P, Gilat M, Nieuwboer A, Spildooren J, McKay JL, Kwon H, Clifford G, Esper CD, Factor SA, Genias I, Dadashzadeh A, Shum L, Whone A, Mirmehdi M, Iaboni A, Taati B. CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinsonā€™s Disease Gait Assessment. In: Advances in Neural Information Processing Systems (NeurIPS); 2025.

BibTeX Citation 
@inproceedings{adeli2025carepd,
title={CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinsonā€™s Disease Gait Assessment},
author={Vida Adeli, Ivan Klabučar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Hyewon Seo, Trung-Hieu Hoang, Minh N. Do, Candice Muller, Claudia Neves de Oliveira, Daniel Boari Coelho, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, Hyeokhyen Kwon, Gari Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia Shum, Alan Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati},
booktitle={NeurIPS},
year={2025}
}

PD-GaM

Vida Adeli, Soroush Mehraban, Majid Mirmehdi, Alan Whone, Benjamin Filtjens, Amirhossein Dadashzadeh, Alfonso Fasano, and Andrea Iaboni, Babak Taati. GAITGen: Disentangled motion-pathology impaired gait generative modelā€”bringing motion generation to the clinical domain. arXiv preprint arXiv:2503.22397, 2025.

BibTeX Citation 
@article{adeli2025gaitgen,
  title={GAITGen: Disentangled motion-pathology impaired gait generative modelā€”bringing motion generation to the clinical domain},
  author={Adeli, Vida and Mehraban, Soroush and Mirmehdi, Majid and Whone, Alan and Filtjens, Benjamin and Dadashzadeh, Amirhossein and Fasano, Alfonso and Iaboni, Andrea and Taati, Babak},
  journal={arXiv preprint arXiv:2503.22397},
  year={2025}
}

3DGait

Diwei Wang, Chaima Zouaoui, Jinhyeok Jang, Hassen Drira, and Hyewon Seo. 2023. Video-Based Gait Analysis for Assessing Alzheimer's Disease and Dementia with Lewy Bodies. In Applications of Medical Artificial Intelligence: Second International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Springer-Verlag, Berlin, Heidelberg, 72ā€“82. https://doi.org/10.1007/978-3-031-47076-9_8

BibTeX Citation 
@inproceedings{wang2023video,
  title={Video-Based Gait Analysis for Assessing Alzheimer's Disease and Dementia with Lewy Bodies},
  author={Wang, Diwei and Zouaoui, Chaima and Jang, Jinhyeok and Drira, Hassen and Seo, Hyewon},
  booktitle={Applications of Medical Artificial Intelligence: Second International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings},
  pages={72--82},
  year={2023},
  publisher={Springer-Verlag},
  address={Berlin, Heidelberg},
  doi={10.1007/978-3-031-47076-9_8}
}

BMCLab

Shida TKF, Costa TM, de Oliveira CEN, de Castro Treza R, Hondo SM, Los Angeles E, Bernardo C, Dos Santos de Oliveira L, de Jesus Carvalho M, Coelho DB. A public data set of walking full-body kinematics and kinetics in individuals with Parkinson's disease. Front Neurosci. 2023 Feb 16;17:992585. doi: 10.3389/fnins.2023.992585. PMID: 36875659; PMCID: PMC9978741.

BibTeX Citation 
@article{shida2023public,
  title={A public data set of walking full-body kinematics and kinetics in individuals with Parkinson's disease},
  author={Shida, TKF and Costa, TM and de Oliveira, CEN and de Castro Treza, R and Hondo, SM and Los Angeles, E and Bernardo, C and Dos Santos de Oliveira, L and de Jesus Carvalho, M and Coelho, DB},
  journal={Frontiers in Neuroscience},
  volume={17},
  pages={992585},
  year={2023},
  publisher={Frontiers Media SA},
  doi={10.3389/fnins.2023.992585},
  pmid={36875659},
  pmcid={PMC9978741}
}

DNE

  • Hoang TH, Zallek C, Do MN. Smartphone-Based Digitized Neurological Examination Toolbox for Multi-test Neurological Abnormality Detection and Documentation. IEEE J Biomed Health Inform. 2024 Aug 26;PP. doi: 10.1109/JBHI.2024.3439492. Epub ahead of print. PMID: 39186431.
  • Hoang TH, Zehni M, Xu H, Heintz G, Zallek C, Do MN. Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination. IEEE J Biomed Health Inform. 2022 Aug 26(8):4020-4031. doi: 10.1109/JBHI.2022.3167927. Epub 2022 Aug 11. PMID: 35439148; PMCID: PMC9707344.
BibTeX Citations 
@article{hoang2024smartphone,
  title={Smartphone-Based Digitized Neurological Examination Toolbox for Multi-test Neurological Abnormality Detection and Documentation},
  author={Hoang, TH and Zallek, C and Do, MN},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2024},
  publisher={IEEE},
  doi={10.1109/JBHI.2024.3439492},
  pmid={39186431},
  note={Epub ahead of print}
}

@article{hoang2022towards,
  title={Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination},
  author={Hoang, TH and Zehni, M and Xu, H and Heintz, G and Zallek, C and Do, MN},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={26},
  number={8},
  pages={4020--4031},
  year={2022},
  publisher={IEEE},
  doi={10.1109/JBHI.2022.3167927},
  pmid={35439148},
  pmcid={PMC9707344}
}

E-LC

  • Lucas McKay J, Goldstein FC, Sommerfeld B, Bernhard D, Perez Parra S, Factor SA. Freezing of Gait can persist after an acute levodopa challenge in Parkinson's disease. NPJ Parkinsons Dis. 2019 Nov 22;5:25. doi: 10.1038/s41531-019-0099-z. PMID: 31799377; PMCID: PMC6874572.
  • Kwon H, Clifford GD, Genias I, Bernhard D, Esper CD, Factor SA, McKay JL. An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients. Sensors (Basel). 2023 Feb 4;23(4):1766. doi: 10.3390/s23041766. PMID: 36850363; PMCID: PMC9968199.
BibTeX Citations 
@article{mckay2019freezing,
  title={Freezing of Gait can persist after an acute levodopa challenge in Parkinson's disease},
  author={McKay, J Lucas and Goldstein, FC and Sommerfeld, B and Bernhard, D and Perez Parra, S and Factor, SA},
  journal={NPJ Parkinson's Disease},
  volume={5},
  number={1},
  pages={25},
  year={2019},
  publisher={Nature Publishing Group},
  doi={10.1038/s41531-019-0099-z},
  pmid={31799377},
  pmcid={PMC6874572}
}

@article{kwon2023explainable,
  title={An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients},
  author={Kwon, H and Clifford, GD and Genias, I and Bernhard, D and Esper, CD and Factor, SA and McKay, JL},
  journal={Sensors},
  volume={23},
  number={4},
  pages={1766},
  year={2023},
  publisher={MDPI},
  doi={10.3390/s23041766},
  pmid={36850363},
  pmcid={PMC9968199}
}

KUL-DT-T

  • Spildooren J, Vercruysse S, Desloovere K, Vandenberghe W, Kerckhofs E, Nieuwboer A. Freezing of gait in Parkinson's disease: the impact of dual-tasking and turning. Mov Disord. 2010 Nov 15;25(15):2563ā€“70. doi: 10.1002/mds.23327. PMID: 20632376.
  • Filtjens B, Ginis P, Nieuwboer A, Slaets P, Vanrumste B. Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks. J Neuroeng Rehabil. 2022 May 21;19(1):48. doi: 10.1186/s12984-022-01025-3. PMID: 35597950; PMCID: PMC9124420.
BibTeX Citations 
@article{spildooren2010freezing,
  title={Freezing of gait in Parkinson's disease: the impact of dual-tasking and turning},
  author={Spildooren, J and Vercruysse, S and Desloovere, K and Vandenberghe, W and Kerckhofs, E and Nieuwboer, A},
  journal={Movement Disorders},
  volume={25},
  number={15},
  pages={2563--2570},
  year={2010},
  publisher={Wiley Online Library},
  doi={10.1002/mds.23327},
  pmid={20632376}
}

@article{filtjens2022automated,
  title={Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks},
  author={Filtjens, B and Ginis, P and Nieuwboer, A and Slaets, P and Vanrumste, B},
  journal={Journal of NeuroEngineering and Rehabilitation},
  volume={19},
  number={1},
  pages={48},
  year={2022},
  publisher={BioMed Central},
  doi={10.1186/s12984-022-01025-3},
  pmid={35597950},
  pmcid={PMC9124420}
}

T-SDU, T-SDU-PD, T-LTC

Adeli V, Klabučar I, Rajabi J, Filtjens B, Mehraban S, Wang D, Seo H, Hoang T-H, Do MN, Muller C, Neves de Oliveira C, Boari Coelho D, Ginis P, Gilat M, Nieuwboer A, Spildooren J, McKay JL, Kwon H, Clifford G, Esper CD, Factor SA, Genias I, Dadashzadeh A, Shum L, Whone A, Mirmehdi M, Iaboni A, Taati B. CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinsonā€™s Disease Gait Assessment. In: Advances in Neural Information Processing Systems (NeurIPS); 2025.

BibTeX Citation 
@inproceedings{adeli2025carepd,
title={CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinsonā€™s Disease Gait Assessment},
author={Vida Adeli, Ivan Klabučar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Hyewon Seo, Trung-Hieu Hoang, Minh N. Do, Candice Muller, Claudia Neves de Oliveira, Daniel Boari Coelho, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, Hyeokhyen Kwon, Gari Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia Shum, Alan Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati},
booktitle={NeurIPS},
year={2025}
}
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