FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4295308659> ?p ?o ?g. }

• W4295308659 endingPage "97609" @default.
• W4295308659 startingPage "97600" @default.
• W4295308659 abstract "Parkinson’s disease (PD) is a multi-symptom neurodegenerative disease. There are no biomarkers; the diagnosis and monitoring of the disease progression require clinical and functional symptom observation. Voice impairment is an early symptom of PD, and computerized analysis of voice has been proposed for early detection and monitoring of the disease. However, there is poor reproducibility of many studies, which is attributed to the experimental data having been collected under controlled conditions. To overcome the limitations of earlier works, this study has investigated three sustained phonemes: /a/, /o/, and /m/, which were recorded using an iOS-based smartphone from 72 participants (36 people with PD and 36 healthy) in a typical clinical setting. A number of signal features were obtained, statistically investigated, and ranked to identify the suitable feature sets. These were classified using machine learning models. The results show that a combination of phonemes /a/+/o/+/m/ was most suited to differentiate the voice of PD people from healthy control participants, with an average accuracy, sensitivity, and specificity of 100%, 100%, 100%, respectively, using leave-one-out validation. The findings of this study could assist in the clinical assessments and remote telehealth monitoring for people with parkinsonian dysarthria using smartphones." @default.
• W4295308659 created "2022-09-12" @default.
• W4295308659 creator A5002671436 @default.
• W4295308659 creator A5007033196 @default.
• W4295308659 creator A5084766876 @default.
• W4295308659 creator A5088124968 @default.
• W4295308659 date "2022-01-01" @default.
• W4295308659 modified "2023-10-02" @default.
• W4295308659 title "Parkinson’s Disease Detection Using Smartphone Recorded Phonemes in Real World Conditions" @default.
• W4295308659 cites W1431429584 @default.
• W4295308659 cites W1493357981 @default.
• W4295308659 cites W1509988890 @default.
• W4295308659 cites W1968573968 @default.
• W4295308659 cites W1972978214 @default.
• W4295308659 cites W2004199955 @default.
• W4295308659 cites W2008560062 @default.
• W4295308659 cites W2016125416 @default.
• W4295308659 cites W2032655680 @default.
• W4295308659 cites W2033068515 @default.
• W4295308659 cites W2036439084 @default.
• W4295308659 cites W2037760741 @default.
• W4295308659 cites W2084627109 @default.
• W4295308659 cites W2100534701 @default.
• W4295308659 cites W2104953067 @default.
• W4295308659 cites W2134886133 @default.
• W4295308659 cites W2137727717 @default.
• W4295308659 cites W2140978740 @default.
• W4295308659 cites W2150283454 @default.
• W4295308659 cites W2154029067 @default.
• W4295308659 cites W2162109146 @default.
• W4295308659 cites W2163144163 @default.
• W4295308659 cites W2166361453 @default.
• W4295308659 cites W2170517798 @default.
• W4295308659 cites W2247543104 @default.
• W4295308659 cites W2541624402 @default.
• W4295308659 cites W2762852562 @default.
• W4295308659 cites W2769607762 @default.
• W4295308659 cites W2771117831 @default.
• W4295308659 cites W2810618178 @default.
• W4295308659 cites W2904791448 @default.
• W4295308659 cites W2905125405 @default.
• W4295308659 cites W2990712847 @default.
• W4295308659 cites W2994897229 @default.
• W4295308659 cites W3084240052 @default.
• W4295308659 cites W3189433083 @default.
• W4295308659 cites W3216546280 @default.
• W4295308659 cites W4205466129 @default.
• W4295308659 cites W4225987032 @default.
• W4295308659 cites W4239510810 @default.
• W4295308659 doi "https://doi.org/10.1109/access.2022.3203973" @default.
• W4295308659 hasPublicationYear "2022" @default.
• W4295308659 type Work @default.
• W4295308659 citedByCount "2" @default.
• W4295308659 countsByYear W42953086592023 @default.
• W4295308659 crossrefType "journal-article" @default.
• W4295308659 hasAuthorship W4295308659A5002671436 @default.
• W4295308659 hasAuthorship W4295308659A5007033196 @default.
• W4295308659 hasAuthorship W4295308659A5084766876 @default.
• W4295308659 hasAuthorship W4295308659A5088124968 @default.
• W4295308659 hasBestOaLocation W42953086591 @default.
• W4295308659 hasConcept C107457646 @default.
• W4295308659 hasConcept C142724271 @default.
• W4295308659 hasConcept C160735492 @default.
• W4295308659 hasConcept C162324750 @default.
• W4295308659 hasConcept C2777639682 @default.
• W4295308659 hasConcept C2779134260 @default.
• W4295308659 hasConcept C2779734285 @default.
• W4295308659 hasConcept C2779891985 @default.
• W4295308659 hasConcept C2781050511 @default.
• W4295308659 hasConcept C28490314 @default.
• W4295308659 hasConcept C3017619522 @default.
• W4295308659 hasConcept C41008148 @default.
• W4295308659 hasConcept C50522688 @default.
• W4295308659 hasConcept C548259974 @default.
• W4295308659 hasConcept C71924100 @default.
• W4295308659 hasConcept C99508421 @default.
• W4295308659 hasConceptScore W4295308659C107457646 @default.
• W4295308659 hasConceptScore W4295308659C142724271 @default.
• W4295308659 hasConceptScore W4295308659C160735492 @default.
• W4295308659 hasConceptScore W4295308659C162324750 @default.
• W4295308659 hasConceptScore W4295308659C2777639682 @default.
• W4295308659 hasConceptScore W4295308659C2779134260 @default.
• W4295308659 hasConceptScore W4295308659C2779734285 @default.
• W4295308659 hasConceptScore W4295308659C2779891985 @default.
• W4295308659 hasConceptScore W4295308659C2781050511 @default.
• W4295308659 hasConceptScore W4295308659C28490314 @default.
• W4295308659 hasConceptScore W4295308659C3017619522 @default.
• W4295308659 hasConceptScore W4295308659C41008148 @default.
• W4295308659 hasConceptScore W4295308659C50522688 @default.
• W4295308659 hasConceptScore W4295308659C548259974 @default.
• W4295308659 hasConceptScore W4295308659C71924100 @default.
• W4295308659 hasConceptScore W4295308659C99508421 @default.
• W4295308659 hasLocation W42953086591 @default.
• W4295308659 hasLocation W42953086592 @default.
• W4295308659 hasLocation W42953086593 @default.
• W4295308659 hasOpenAccess W4295308659 @default.
• W4295308659 hasPrimaryLocation W42953086591 @default.
• W4295308659 hasRelatedWork W2748952813 @default.

• next