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Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment.
Eskofier BM, Lee SI, Daneault JF, Golabchi FN, Ferreira-Carvalho G, Vergara-Diaz G, Sapienza S, Costante G, Klucken J, Kautz T, Bonato P. Eskofier BM, et al. Among authors: daneault jf. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:655-658. doi: 10.1109/EMBC.2016.7590787. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268413
Accelerometer data collected with a minimum set of wearable sensors from subjects with Parkinson's disease.
Daneault JF, Vergara-Diaz G, Parisi F, Admati C, Alfonso C, Bertoli M, Bonizzoni E, Carvalho GF, Costante G, Fabara EE, Fixler N, Golabchi FN, Growdon J, Sapienza S, Snyder P, Shpigelman S, Sudarsky L, Daeschler M, Bataille L, Sieberts SK, Omberg L, Moore S, Bonato P. Daneault JF, et al. Sci Data. 2021 Feb 5;8(1):48. doi: 10.1038/s41597-021-00830-0. Sci Data. 2021. PMID: 33547309 Free PMC article.
Limb and trunk accelerometer data collected with wearable sensors from subjects with Parkinson's disease.
Vergara-Diaz G, Daneault JF, Parisi F, Admati C, Alfonso C, Bertoli M, Bonizzoni E, Carvalho GF, Costante G, Fabara EE, Fixler N, Golabchi FN, Growdon J, Sapienza S, Snyder P, Shpigelman S, Sudarsky L, Daeschler M, Bataille L, Sieberts SK, Omberg L, Moore S, Bonato P. Vergara-Diaz G, et al. Among authors: daneault jf. Sci Data. 2021 Feb 5;8(1):47. doi: 10.1038/s41597-021-00831-z. Sci Data. 2021. PMID: 33547317 Free PMC article.
51 results