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Towards Causal Interpretability in Deep Learning for Parkinson’s Detection from Voice Data

Ananthanarayanan A, Senivarapu S, Murari A.

· 2025-04-26

DOI: 10.1101/2025.04.25.25326311

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Deep neurobehavioral phenotyping uncovers neural fingerprints of locomotor deficits in Parkinson’s disease

Garulli EL, Merk T, El Hasbani G, Kabaŏglu B, De Sa R, Behrsing R, Doll D, Schellenberger M, Hanafi I, Vogt A, Neumann W, Palmisano C, Peng Y, Endres M, Harms C, Wenger N.

· 2025-04-26

DOI: 10.1101/2025.04.22.650006

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Post hoc exploratory analysis of the effect of foslevodopa/foscarbidopa continuous subcutaneous infusion on nocturia in patients with Parkinson's disease.

Chaudhuri KR, Bouchard M, Freire-Alvarez E, Pahwa R, Bergmann L, Gupta R, Kukreja P, Shah MB, Isaacson SH.

Clin Park Relat Disord · 2025-04-26

DOI: 10.1016/j.prdoa.2025.100330PMID: 40417229

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Long-term infective complications of deep brain stimulation in Parkinson's disease: A 22-year follow-up.

Ricciuti RA, Ottaviani MM, Mancini F, Liverotti V, Marruzzo D, Marano M, Barbieri F, Paracino R, Pagano S, Di Lazzaro V, Dobran M.

Clin Park Relat Disord · 2025-04-26

DOI: 10.1016/j.prdoa.2025.100335PMID: 40417227

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Harnessing routine MRI for the early screening of Parkinson's disease: a multicenter machine learning study using T2-weighted FLAIR imaging.

Fu J, Chen H, Xu C, Jia Z, Lu Q, Zhang H, Hu Y, Lv K, Zhang J, Geng D.

Insights Imaging · 2025-04-26

DOI: 10.1186/s13244-025-01961-3PMID: 40285905

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Correction: Heterogeneity of cognitive progression and clinical predictors in Parkinson's disease-subjective cognitive decline.

Rodríguez-Antigüedad J, Martínez-Horta S, Puig-Davi A, Horta-Barba A, Pagonabarraga J, de Deus Fonticoba T, Jesús S, Cosgaya M, García Caldentey J, Ávila-Rivera MA, Caballol N, Legarda I, Hernández Vara J, Cabo I, López Manzanares L, González Aramburu I, Gómez Mayordomo V, González Ardura J, Dotor García-Soto J, Borrué C, Solano Vila B, Álvarez Sauco M, Vela L, Escalante S, Cubo E, Mendoza Z, Pareés I, Sánchez Alonso P, Alonso Losada MG, López Ariztegui N, Gastón I, Ruíz Martínez J, Buongiorno MT, Ordás C, Valero C, Puente V, Kurtis M, Blázquez Estrada M, Martínez-Martín P, Mir P, Santos-García D, COPPADIS Study Group, Kulisevsky J.

J Neurol · 2025-04-26

DOI: 10.1007/s00415-025-13077-1PMID: 40285930

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Association between serum myeloperoxidase enzyme activity and Parkinson's disease status.

Espejo EF, Guerra MD, Castellano S.

NPJ Parkinsons Dis · 2025-04-26

DOI: 10.1038/s41531-025-00941-0PMID: 40287421

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Parkinson's disease is characterized by vitamin B6-dependent inflammatory kynurenine pathway dysfunction.

Wilson EN, Umans J, Swarovski MS, Minhas PS, Mendiola JH, Midttun Ø, Ulvik A, Shahid-Besanti M, Linortner P, Mhatre SD, Wang Q, Channappa D, Corso NK, Tian L, Fredericks CA, Kerchner GA, Plowey ED, Cholerton B, Ueland PM, Zabetian CP, Gray NE, Quinn JF, Montine TJ, Sha SJ, Longo FM, Wolk DA, Chen-Plotkin A, Henderson VW, Wyss-Coray T, Wagner AD, Mormino EC, Aghaeepour N, Poston KL, Andreasson KI.

NPJ Parkinsons Dis · 2025-04-26

DOI: 10.1038/s41531-025-00964-7PMID: 40287426

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Subthalamic stimulation evokes hyperdirect high beta interruption and cortical high gamma entrainment in Parkinson's disease.

Berki ÁJ, Ding H, Palotai M, Halász L, Erőss L, Fekete G, Bognár L, Barsi P, Kelemen A, Jávor-Duray B, Pichner É, Muthuraman M, Tamás G.

NPJ Parkinsons Dis · 2025-04-26

DOI: 10.1038/s41531-025-00965-6PMID: 40287435

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The Virtual Parkinsonian patient.

Angiolelli M, Depannemaecker D, Agouram H, Régis J, Carron R, Woodman M, Chiodo L, Triebkorn P, Ziaeemehr A, Hashemi M, Eusebio A, Jirsa V, Sorrentino P.

NPJ Syst Biol Appl · 2025-04-26

DOI: 10.1038/s41540-025-00516-yPMID: 40287449

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Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos.

Skaramagkas V, Boura I, Karamanis G, Kyprakis I, Fotiadis DI, Kefalopoulou Z, Spanaki C, Tsiknakis M.

NPJ Digit Med · 2025-04-26

DOI: 10.1038/s41746-025-01630-1PMID: 40287603

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The interplay of iron, oxidative stress, and α-synuclein in Parkinson's disease progression.

Chen Y, Luo X, Yin Y, Thomas ER, Liu K, Wang W, Li X.

Mol Med · 2025-04-26

DOI: 10.1186/s10020-025-01208-3PMID: 40287631

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Records come from scientific sources. Bibliographic counts do not represent completed translations or editorial approvals.

106.818 articles found

Towards Causal Interpretability in Deep Learning for Parkinson’s Detection from Voice Data

Deep neurobehavioral phenotyping uncovers neural fingerprints of locomotor deficits in Parkinson’s disease

Post hoc exploratory analysis of the effect of foslevodopa/foscarbidopa continuous subcutaneous infusion on nocturia in patients with Parkinson's disease.

Long-term infective complications of deep brain stimulation in Parkinson's disease: A 22-year follow-up.

Harnessing routine MRI for the early screening of Parkinson's disease: a multicenter machine learning study using T2-weighted FLAIR imaging.

Correction: Heterogeneity of cognitive progression and clinical predictors in Parkinson's disease-subjective cognitive decline.

Association between serum myeloperoxidase enzyme activity and Parkinson's disease status.

Parkinson's disease is characterized by vitamin B6-dependent inflammatory kynurenine pathway dysfunction.

Subthalamic stimulation evokes hyperdirect high beta interruption and cortical high gamma entrainment in Parkinson's disease.

The Virtual Parkinsonian patient.

Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos.

The interplay of iron, oxidative stress, and α-synuclein in Parkinson's disease progression.

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