Multi-Shared-Task Self-Supervised CNN-LSTM for Monitoring Free-Body Movement UPDRS-III Using Wearable Sensors.

Autor: Shuqair, Mustafa¹ (AUTHOR) mshuqair2020@fau.edu, Jimenez-Shahed, Joohi² (AUTHOR) joohi.jimenez-shahed@mountsinai.org, Ghoraani, Behnaz¹ (AUTHOR) bghoraani@fau.edu

Publikováno v: Bioengineering (Basel). Jul2024, Vol. 11 Issue 7, p689. 17p.

Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson's Disease Using Machine Learning.

Autor: Bremm, Rene Peter¹ (AUTHOR) bremmrp@outlook.com, Pavelka, Lukas^2,3,4 (AUTHOR) lukas.pavelka@lih.lu, Garcia, Maria Moscardo⁵ (AUTHOR), Mombaerts, Laurent¹ (AUTHOR), Krüger, Rejko^2,3,4 (AUTHOR) rejko.krueger@lih.lu, Hertel, Frank¹ (AUTHOR)

Publikováno v: Sensors (14248220). Apr2024, Vol. 24 Issue 7, p2195. 17p.

Validation of the Portuguese MDS-UPDRS: Challenges to Obtain a Scale Applicable to Different Linguistic Cultures.

Autor: Soares T; Laboratory of Clinical Pharmacology, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal., Vale TC; Federal University of Juiz de Fora, Juiz de Fora, Brazil.; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil., Guedes LC; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.; CNS-Campus Neurológico, Torres Vedras, Portugal., Maciel RO; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil., Antunes AP; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal., Camargos S; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil., Valadas A; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.; CNS-Campus Neurológico, Torres Vedras, Portugal., Coelho M; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal., Godinho C; Egas Moniz School of Health & Science, Almada, Portugal., Maia D; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil., Lobo P; Laboratory of Clinical Pharmacology, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.; CNS-Campus Neurológico, Torres Vedras, Portugal., Maia R; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil.; Movement Disorders Unit, Hospital Universitário Cassiano Antônio Moraes, Federal University of Espírito Santo, Espírito Santo, Brazil., Teodoro T; Laboratory of Clinical Pharmacology, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal., Rieder C; Movement Disorders Clinic, Hospital Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil.; Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil., Velon AG; Neurology Department, ULS de Trás-os-Montes e Alto Douro, Vila Real, Portugal., Rosas MJ; Neurology Department, ULS de S. João, Porto, Portugal., Calado A; Neurology Department, ULS de São José, Lisbon, Portugal., Caniça V; CNS-Campus Neurológico, Torres Vedras, Portugal., Vale J; Neurology Department, ULS de Loures/Odivelas, Loures, Portugal., Mendes A; Neurology Department, ULS de Santo António, Porto, Portugal., Rodrigues AM; Neurology Department, ULS de Braga, Braga, Portugal., Costa MM; Neurology Department, ULS de Matosinhos, Matosinhos, Portugal.; Neurology Department, Hospital das Forças Armadas, Porto, Portugal., Lampreia T; Neurology Department, ULS de Lisboa Ocidental, Lisbon, Portugal., Ferraz HB; Universidade Federal de São Paulo, São Paulo, Brazil., Tumas V; Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil., Barbosa E; Faculdade de Medicina, Universidade de São Paulo-USP, São Paulo, Brazil., Stebbins GT; Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA., Tilley BC; Division of Biostatistics, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas, USA., Luo S; Department of Biostatistics & Bioinformatics, Duke University, Durham, North Carolina, USA., LaPelle NR; Department of Biostatistics & Bioinformatics, Duke University, Durham, North Carolina, USA., Goetz CG; Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA., Cardoso F; Movement Disorders Unit, Federal University of Minas Gerais, Belo Horizonte, Brazil., Ferreira JJ; Laboratory of Clinical Pharmacology, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.; Department of Neurosciences and Mental Health, Neurology Department, ULS de Santa Maria, Lisbon, Portugal.

Publikováno v: Movement disorders clinical practice [Mov Disord Clin Pract] 2024 Oct 26. Date of Electronic Publication: 2024 Oct 26.

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Video-Based Automated Assessment of Movement Parameters Consistent with MDS-UPDRS III in Parkinson's Disease.

Autor: Vignoud, Gaëtan^1,2 (AUTHOR), Desjardins, Clément³ (AUTHOR), Salardaine, Quentin³ (AUTHOR), Mongin, Marie³ (AUTHOR), Garcin, Béatrice³ (AUTHOR), Venance, Laurent¹ (AUTHOR) bertrand.degos@aphp.fr, Degos, Bertrand^1,3 (AUTHOR) bertrand.degos@aphp.fr

Publikováno v: Journal of Parkinson's Disease. 12/15/2022, Vol. 12 Issue 7, p2211-2222. 12p.