Duda M - Search Results

1

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Sieberts SK, Schaff J, Duda M, Pataki BÁ, Sun M, Snyder P, Daneault JF, Parisi F, Costante G, Rubin U, Banda P, Chae Y, Chaibub Neto E, Dorsey ER, Aydın Z, Chen A, Elo LL, Espino C, Glaab E, Goan E, Golabchi FN, Görmez Y, Jaakkola MK, Jonnagaddala J, Klén R, Li D, McDaniel C, Perrin D, Perumal TM, Rad NM, Rainaldi E, Sapienza S, Schwab P, Shokhirev N, Venäläinen MS, Vergara-Diaz G, Zhang Y; Parkinson’s Disease Digital Biomarker Challenge Consortium; Wang Y, Guan Y, Brunner D, Bonato P, Mangravite LM, Omberg L. Sieberts SK, et al. Among authors: duda m. NPJ Digit Med. 2021 Mar 19;4(1):53. doi: 10.1038/s41746-021-00414-7. NPJ Digit Med. 2021. PMID: 33742069 Free PMC article.

2

Brain-specific functional relationship networks inform autism spectrum disorder gene prediction.

Duda M, Zhang H, Li HD, Wall DP, Burmeister M, Guan Y. Duda M, et al. Transl Psychiatry. 2018 Mar 6;8(1):56. doi: 10.1038/s41398-018-0098-6. Transl Psychiatry. 2018. PMID: 29507298 Free PMC article.

3

Cross-pollination of research findings, although uncommon, may accelerate discovery of human disease genes.

Duda M, Nelson T, Wall DP. Duda M, et al. BMC Med Genet. 2012 Nov 28;13:114. doi: 10.1186/1471-2350-13-114. BMC Med Genet. 2012. PMID: 23190421 Free PMC article.

4

The potential of accelerating early detection of autism through content analysis of YouTube videos.

Fusaro VA, Daniels J, Duda M, DeLuca TF, D'Angelo O, Tamburello J, Maniscalco J, Wall DP. Fusaro VA, et al. Among authors: duda m. PLoS One. 2014 Apr 16;9(4):e93533. doi: 10.1371/journal.pone.0093533. eCollection 2014. PLoS One. 2014. PMID: 24740236 Free PMC article.

5

Testing the accuracy of an observation-based classifier for rapid detection of autism risk.

Duda M, Kosmicki JA, Wall DP. Duda M, et al. Transl Psychiatry. 2014 Aug 12;4(8):e424. doi: 10.1038/tp.2014.65. Transl Psychiatry. 2014. PMID: 25116834 Free PMC article.

6

Searching for a minimal set of behaviors for autism detection through feature selection-based machine learning.

Kosmicki JA, Sochat V, Duda M, Wall DP. Kosmicki JA, et al. Among authors: duda m. Transl Psychiatry. 2015 Feb 24;5(2):e514. doi: 10.1038/tp.2015.7. Transl Psychiatry. 2015. PMID: 25710120 Free PMC article.

7

Testing the accuracy of an observation-based classifier for rapid detection of autism risk.

Duda M, Kosmicki JA, Wall DP. Duda M, et al. Transl Psychiatry. 2015 Apr 28;5(4):e556. doi: 10.1038/tp.2015.51. Transl Psychiatry. 2015. PMID: 25918993 Free PMC article. No abstract available.

8

Use of machine learning for behavioral distinction of autism and ADHD.

Duda M, Ma R, Haber N, Wall DP. Duda M, et al. Transl Psychiatry. 2016 Feb 9;6(2):e732. doi: 10.1038/tp.2015.221. Transl Psychiatry. 2016. PMID: 26859815 Free PMC article.

9

Clinical Evaluation of a Novel and Mobile Autism Risk Assessment.

Duda M, Daniels J, Wall DP. Duda M, et al. J Autism Dev Disord. 2016 Jun;46(6):1953-1961. doi: 10.1007/s10803-016-2718-4. J Autism Dev Disord. 2016. PMID: 26873142 Free PMC article.

10

Crowdsourced validation of a machine-learning classification system for autism and ADHD.

Duda M, Haber N, Daniels J, Wall DP. Duda M, et al. Transl Psychiatry. 2017 May 16;7(5):e1133. doi: 10.1038/tp.2017.86. Transl Psychiatry. 2017. PMID: 28509905 Free PMC article.

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