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1.	Wright, NJ, et al. (author) Mortality from gastrointestinal congenital anomalies at 264 hospitals in 74 low-income, middle-income, and high-income countries: a multicentre, international, prospective cohort study 2021 In: Lancet (London, England). - 1474-547X. ; 398:10297, s. 325-339 Journal article (peer-reviewed)
2.	Ghulam, Muhammad, et al. (author) Enhanced Living by Assessing Voice Pathology Using a Co-Occurrence Matrix 2017 In: Sensors. - : MDPI. - 1424-8220. ; 17:2 Journal article (peer-reviewed)abstract large number of the population around the world suffers from various disabilities. Disabilities affect not only children but also adults of different professions. Smart technology can assist the disabled population and lead to a comfortable life in an enhanced living environment (ELE). In this paper, we propose an effective voice pathology assessment system that works in a smart home framework. The proposed system takes input from various sensors, and processes the acquired voice signals and electroglottography (EGG) signals. Co-occurrence matrices in different directions and neighborhoods from the spectrograms of these signals were obtained. Several features such as energy, entropy, contrast, and homogeneity from these matrices were calculated and fed into a Gaussian mixture model-based classifier. Experiments were performed with a publicly available database, namely, the Saarbrucken voice database. The results demonstrate the feasibility of the proposed system in light of its high accuracy and speed. The proposed system can be extended to assess other disabilities in an ELE.

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Type of publication: journal article (2)

Type of content: peer-reviewed (2)

Author/Editor: Becker, K. (1); Hamilton, A. (1); Liu, Y. (1); Martin, B. (1); Saleem, M. (1); Sanchez, A. (1); show more...; Sanchez, J. (1); Shaw, K. (1); Silva, J. (1); Yao, Y. (1); Ahmed, H. (1); Wester, T. (1); Jones, M. (1); Malik, S. (1); Jain, S. (1); Huang, T. (1); Ivanov, M. (1); Guerin, F. (1); Sevdalis, N. (1); Williams, R. (1); Lee, S (1); Butler, M (1); Ali, M (1); Douiri, A (1); Hameed, S (1); Kumar, V (1); Shaheen, AA (1); Wang, JY (1); Davies, J (1); Hamidi, N. (1); Vasilakos, Athanasio ... (1); Wang, P. (1); Sidler, D (1); Eroglu, E (1); Johnson, S. (1); King, S. (1); Roberts, R. (1); Han, YJ (1); Lee, JY (1); Harper, L (1); Abrahamsson, K (1); Papa, A (1); Ibrahim, F. (1); Mora, M (1); Langer, M. (1); Ademuyiwa, A (1); Ghosh, D (1); Roberts, K (1); Patel, A (1); Abukhalaf, S (1); show less...

University: Luleå University of Technology (1); Karolinska Institutet (1)

Language: English (2)

Research subject (UKÄ/SCB): Natural sciences (1)

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