{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T05:16:38Z","timestamp":1742966198355,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030551896"},{"type":"electronic","value":"9783030551902"}],"license":[{"start":{"date-parts":[[2020,8,25]],"date-time":"2020-08-25T00:00:00Z","timestamp":1598313600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,25]],"date-time":"2020-08-25T00:00:00Z","timestamp":1598313600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-55190-2_31","type":"book-chapter","created":{"date-parts":[[2020,8,6]],"date-time":"2020-08-06T21:03:05Z","timestamp":1596747785000},"page":"416-429","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Convolutional Neural Network Approach for Quantification of Tremor Severity in Neurological Movement Disorders"],"prefix":"10.1007","author":[{"given":"Rajesh","family":"Ranjan","sequence":"first","affiliation":[]},{"given":"Braj","family":"Bhushan","sequence":"additional","affiliation":[]},{"given":"Marimuthu","family":"Palaniswami","sequence":"additional","affiliation":[]},{"given":"Alok","family":"Verma","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,25]]},"reference":[{"key":"31_CR1","doi-asserted-by":"crossref","unstructured":"Arora, S., Venkataraman, V., Zhan, A., Donohue, S., Biglan, K.M., Dorsey, E.R., Little, M.A.: Detecting and monitoring the symptoms of Parkinson\u2019s disease using smartphones: a pilot study. Parkinsonism Related Disorders 21(6), 650\u2013653 (2015)","DOI":"10.1016\/j.parkreldis.2015.02.026"},{"key":"31_CR2","doi-asserted-by":"crossref","unstructured":"Darnall, N.D., Krishnan, N.C., Carlson, J.D., Greeley, D.R., Mark, J., Schmitter-Edgecombe, M., Lin, D.C.: Identifying the presence of dyskinesia in patients with Parkinson\u2019s disease from accelerometer data. In: ASME 2013 Summer Bioengineering Conference, p. V01AT20A034. American Society of Mechanical Engineers (2013)","DOI":"10.1115\/SBC2013-14840"},{"issue":"6","key":"31_CR3","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1016\/S1474-4422(06)70471-9","volume":"5","author":"LML De Lau","year":"2006","unstructured":"De Lau, L.M.L., Breteler, M.M.B.: Epidemiology of Parkinson\u2019s disease. Lancet Neurol. 5(6), 525\u2013535 (2006)","journal-title":"Lancet Neurol."},{"key":"31_CR4","unstructured":"Disabled world. Neurological disorders: Types, research and treatment news, January 2019. https:\/\/www.disabled-world.com\/health\/neurology\/ . Accessed 20 Jan 2019"},{"key":"31_CR5","doi-asserted-by":"crossref","unstructured":"Dorsey, E.R., Elbaz, A., Nichols, E., Abd-Allah, F., Abdelalim, A., Adsuar, J.C., Ansha, M.G., Brayne, C., Choi, J.Y.J., Collado-Mateo, D., et\u00a0al.: Global, regional, and national burden of Parkinson\u2019s disease, 1990\u20132016: a systematic analysis for the global burden of disease study 2016. Lancet Neurol. 17(11), 939\u2013953 (2018)","DOI":"10.1016\/S1474-4422(18)30295-3"},{"key":"31_CR6","unstructured":"Empatica Inc. E4 wristband. https:\/\/www.empatica.com\/en-gb\/research\/e4\/ . Accessed 20 Jan 2019"},{"key":"31_CR7","doi-asserted-by":"crossref","unstructured":"Eskofier, B.M., Lee, S.I., Daneault, J.F., Golabchi, F.N., Ferreira-Carvalho, G., Vergara-Diaz, G., Sapienza, S., Costante, G., Klucken, J., Kautz, T., et\u00a0al.: Recent machine learning advancements in sensor-based mobility analysis: deep learning for Parkinson\u2019s disease assessment. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 655\u2013658. IEEE (2016)","DOI":"10.1109\/EMBC.2016.7590787"},{"key":"31_CR8","first-page":"271","volume":"2","author":"S Fahn","year":"1993","unstructured":"Fahn, S., Tolosa, E., Mar\u00edn, C.: Clinical rating scale for tremor. Parkinson\u2019s Dis. Movement Disorders 2, 271\u2013280 (1993)","journal-title":"Parkinson\u2019s Dis. Movement Disorders"},{"key":"31_CR9","doi-asserted-by":"crossref","unstructured":"Hammerla, N.Y., Fisher, J., Andras, P., Rochester, L., Walker, R., Pl\u00f6tz, T.: PD disease state assessment in naturalistic environments using deep learning. In: Twenty-Ninth AAAI Conference on Artificial Intelligence (2015)","DOI":"10.1609\/aaai.v29i1.9484"},{"key":"31_CR10","unstructured":"Li, H., Ching, P.: 15th Annual Conference of the International Speech Communication Association (Interspeech 2014) Celebrating the Diversity of Spoken Languages (2014)"},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Liang, Z., Powell, A., Ersoy, I., Poostchi, M., Silamut, K., Palaniappan, K., Guo, P., Hossain, M.A., Sameer, A., Maude, R.J., et\u00a0al.: CNN-based image analysis for malaria diagnosis. In: 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 493\u2013496. IEEE (2016)","DOI":"10.1109\/BIBM.2016.7822567"},{"key":"31_CR12","doi-asserted-by":"crossref","unstructured":"Liu, S., Deng, W.: Very deep convolutional neural network based image classification using small training sample size. In: 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR), pp. 730\u2013734. IEEE (2015)","DOI":"10.1109\/ACPR.2015.7486599"},{"key":"31_CR13","doi-asserted-by":"crossref","unstructured":"Rigas, G., Tzallas, A.T., Tsalikakis, D.G., Konitsiotis, S., Fotiadis, D.I.: Real-time quantification of resting tremor in the Parkinson\u2019s disease. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009, pp. 1306\u20131309 (2009)","DOI":"10.1109\/IEMBS.2009.5332580"},{"key":"31_CR14","unstructured":"Rigas, G., Tzallas, A.T., Tsipouras, M.G., Bougia, P., Tripoliti, E.E., Baga, D., Fotiadis, D.I., Tsouli, S.G., Konitsiotis, S.: Assessment of tremor activity in the Parkinson\u2019s disease using a set of wearable sensors. IEEE Trans. Inf. Technol. Biomed. 16(3), 478\u2013487 (2012)"},{"key":"31_CR15","unstructured":"Fahn, S., Elton, R., Marsden, C.D., Calne, D.B., Goldstein, M.: Unified Parkinson\u2019s disease rating scale (2006). https:\/\/img.medscape.com\/fullsize\/701\/816\/58977_UPDRS.pdf . Accessed 12 June 2018"},{"key":"31_CR16","unstructured":"World Health Organization. Neurological disorders public health challenges (2006). http:\/\/www.who.int\/mentalhealth\/neurology\/neurological_disorder_sreport_web.pdf . Accessed 12 Oct 2016"},{"key":"31_CR17","doi-asserted-by":"crossref","unstructured":"Yohanandan, S.A.C., Jones, M., Peppard, R., Tan, J.L., McDermott, H.J., Perera, T.: Evaluating machine learning algorithms estimating tremor severity ratings on the Bain-Findley scale. MeScT27(12), 125702 (2016)","DOI":"10.1088\/0957-0233\/27\/12\/125702"},{"key":"31_CR18","doi-asserted-by":"crossref","unstructured":"Yoshioka, T., Karita, S., Nakatani, T.: Far-field speech recognition using CNN-DNN-HMM with convolution in time. In: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4360\u20134364. IEEE (2015)","DOI":"10.1109\/ICASSP.2015.7178794"},{"key":"31_CR19","doi-asserted-by":"crossref","unstructured":"Zesiewicz, T.A., Chari, A., Jahan, I., Miller, A.M., Sullivan, K.L.: Overview of essential tremor. Neuropsychiatric Disease Treatment 6, 401 (2010)","DOI":"10.2147\/NDT.S4795"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-55190-2_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,6]],"date-time":"2022-11-06T01:46:50Z","timestamp":1667699210000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-55190-2_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,25]]},"ISBN":["9783030551896","9783030551902"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-55190-2_31","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020,8,25]]},"assertion":[{"value":"25 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IntelliSys","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Proceedings of SAI Intelligent Systems Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"intellisys2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/saiconference.com\/IntelliSys","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}