Hausdorff JM - Search Results

1

Machine Learning and Statistical Analyses of Sensor Data Reveal Variability Between Repeated Trials in Parkinson's Disease Mobility Assessments.

Khalil RM, Shulman LM, Gruber-Baldini AL, Shakya S, Hausdorff JM, von Coelln R, Cummings MP. Khalil RM, et al. Among authors: hausdorff jm. Sensors (Basel). 2024 Dec 19;24(24):8096. doi: 10.3390/s24248096. Sensors (Basel). 2024. PMID: 39771832 Free PMC article.

2

Simplification of Mobility Tests and Data Processing to Increase Applicability of Wearable Sensors as Diagnostic Tools for Parkinson's Disease.

Khalil RM, Shulman LM, Gruber-Baldini AL, Shakya S, Fenderson R, Van Hoven M, Hausdorff JM, von Coelln R, Cummings MP. Khalil RM, et al. Among authors: hausdorff jm. Sensors (Basel). 2024 Aug 1;24(15):4983. doi: 10.3390/s24154983. Sensors (Basel). 2024. PMID: 39124030 Free PMC article.

3

Quantitative mobility metrics from a wearable sensor predict incident parkinsonism in older adults.

von Coelln R, Dawe RJ, Leurgans SE, Curran TA, Truty T, Yu L, Barnes LL, Shulman JM, Shulman LM, Bennett DA, Hausdorff JM, Buchman AS. von Coelln R, et al. Among authors: hausdorff jm. Parkinsonism Relat Disord. 2019 Aug;65:190-196. doi: 10.1016/j.parkreldis.2019.06.012. Epub 2019 Jun 22. Parkinsonism Relat Disord. 2019. PMID: 31272924 Free PMC article.

4

Using Wearable Sensors and Machine Learning to Automatically Detect Freezing of Gait during a FOG-Provoking Test.

Reches T, Dagan M, Herman T, Gazit E, Gouskova NA, Giladi N, Manor B, Hausdorff JM. Reches T, et al. Among authors: hausdorff jm. Sensors (Basel). 2020 Aug 10;20(16):4474. doi: 10.3390/s20164474. Sensors (Basel). 2020. PMID: 32785163 Free PMC article.

5

Gait Detection from a Wrist-Worn Sensor Using Machine Learning Methods: A Daily Living Study in Older Adults and People with Parkinson's Disease.

Brand YE, Schwartz D, Gazit E, Buchman AS, Gilad-Bachrach R, Hausdorff JM. Brand YE, et al. Among authors: hausdorff jm. Sensors (Basel). 2022 Sep 19;22(18):7094. doi: 10.3390/s22187094. Sensors (Basel). 2022. PMID: 36146441 Free PMC article.

6

Sensor-Based and Patient-Based Assessment of Daily-Living Physical Activity in People with Parkinson's Disease: Do Motor Subtypes Play a Role?

Galperin I, Herman T, Assad M, Ganz N, Mirelman A, Giladi N, Hausdorff JM. Galperin I, et al. Among authors: hausdorff jm. Sensors (Basel). 2020 Dec 8;20(24):7015. doi: 10.3390/s20247015. Sensors (Basel). 2020. PMID: 33302434 Free PMC article.

7

Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning.

Mirelman A, Ben Or Frank M, Melamed M, Granovsky L, Nieuwboer A, Rochester L, Del Din S, Avanzino L, Pelosin E, Bloem BR, Della Croce U, Cereatti A, Bonato P, Camicioli R, Ellis T, Hamilton JL, Hass CJ, Almeida QJ, Inbal M, Thaler A, Shirvan J, Cedarbaum JM, Giladi N, Hausdorff JM. Mirelman A, et al. Among authors: hausdorff jm. Mov Disord. 2021 Sep;36(9):2144-2155. doi: 10.1002/mds.28631. Epub 2021 May 6. Mov Disord. 2021. PMID: 33955603

8

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson's Disease.

Gao C, Sun H, Wang T, Tang M, Bohnen NI, Müller MLTM, Herman T, Giladi N, Kalinin A, Spino C, Dauer W, Hausdorff JM, Dinov ID. Gao C, et al. Among authors: hausdorff jm. Sci Rep. 2018 May 8;8(1):7129. doi: 10.1038/s41598-018-24783-4. Sci Rep. 2018. PMID: 29740058 Free PMC article.

9

Objective characterization of daily living transitions in patients with Parkinson's disease using a single body-fixed sensor.

Bernad-Elazari H, Herman T, Mirelman A, Gazit E, Giladi N, Hausdorff JM. Bernad-Elazari H, et al. Among authors: hausdorff jm. J Neurol. 2016 Aug;263(8):1544-51. doi: 10.1007/s00415-016-8164-6. Epub 2016 May 23. J Neurol. 2016. PMID: 27216626

10

A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects.

Salomon A, Gazit E, Ginis P, Urazalinov B, Takoi H, Yamaguchi T, Goda S, Lander D, Lacombe J, Sinha AK, Nieuwboer A, Kirsch LC, Holbrook R, Manor B, Hausdorff JM. Salomon A, et al. Among authors: hausdorff jm. Nat Commun. 2024 Jun 6;15(1):4853. doi: 10.1038/s41467-024-49027-0. Nat Commun. 2024. PMID: 38844449 Free PMC article.

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