{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T00:46:22Z","timestamp":1743036382949,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319193892"},{"type":"electronic","value":"9783319193908"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19390-8_77","type":"book-chapter","created":{"date-parts":[[2015,6,10]],"date-time":"2015-06-10T21:50:46Z","timestamp":1433973046000},"page":"691-699","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation"],"prefix":"10.1007","author":[{"given":"Iv\u00e1n","family":"De La Pava","sequence":"first","affiliation":[]},{"given":"Viviana","family":"G\u00f3mez","sequence":"additional","affiliation":[]},{"given":"Mauricio A.","family":"\u00c1lvarez","sequence":"additional","affiliation":[]},{"given":"\u00d3scar A.","family":"Henao","sequence":"additional","affiliation":[]},{"given":"Genaro","family":"Daza-Santacoloma","sequence":"additional","affiliation":[]},{"given":"\u00c1lvaro A.","family":"Orozco","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,9]]},"reference":[{"issue":"2","key":"77_CR1","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1109\/TBME.2014.2363494","volume":"62","author":"M Astrom","year":"2015","unstructured":"Astrom, M., Diczfalusy, E., Martens, H., Wardell, K.: Relationship between neural activation and electric field distribution during deep brain stimulation. IEEE Trans. Biomed. Eng. 62(2), 664\u2013672 (2015)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"4","key":"77_CR2","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1198\/TECH.2009.08019","volume":"51","author":"LS Bastos","year":"2009","unstructured":"Bastos, L.S., O\u2019Hagan, A.: Diagnostics for gaussian process emulators. Technometrics 51(4), 425\u2013438 (2009)","journal-title":"Technometrics"},{"key":"77_CR3","volume-title":"Pattern Recognition and Machine Learning","author":"CM Bishop","year":"2006","unstructured":"Bishop, C.M., et al.: Pattern Recognition and Machine Learning. Springer, New York (2006)"},{"issue":"10","key":"77_CR4","doi-asserted-by":"publisher","first-page":"2490","DOI":"10.1016\/j.clinph.2005.06.023","volume":"116","author":"CR Butson","year":"2005","unstructured":"Butson, C.R., McIntyre, C.C.: Tissue and electrode capacitance reduce neural activation volumes during deep brain stimulation. Clin. Neurophysiol. 116(10), 2490\u20132500 (2005)","journal-title":"Clin. Neurophysiol."},{"issue":"1","key":"77_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1088\/1741-2560\/3\/1\/001","volume":"3","author":"CR Butson","year":"2006","unstructured":"Butson, C.R., McIntyre, C.C.: Role of electrode design on the volume of tissue activated during deep brain stimulation. J. Neural Eng. 3(1), 1 (2006)","journal-title":"J. Neural Eng."},{"issue":"2","key":"77_CR6","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.brs.2010.01.003","volume":"3","author":"A Chaturvedi","year":"2010","unstructured":"Chaturvedi, A., Butson, C.R., Lempka, S.F., Cooper, S.E., McIntyre, C.C.: Patient-specific models of deep brain stimulation: influence of field model complexity on neural activation predictions. Brain Stimul. 3(2), 65\u201377 (2010)","journal-title":"Brain Stimul."},{"issue":"5","key":"77_CR7","doi-asserted-by":"publisher","first-page":"056023","DOI":"10.1088\/1741-2560\/10\/5\/056023","volume":"10","author":"A Chaturvedi","year":"2013","unstructured":"Chaturvedi, A., Luj\u00e1n, J.L., McIntyre, C.C.: Artificial neural network based characterization of the volume of tissue activated during deep brain stimulation. J. Neural Eng. 10(5), 056023 (2013)","journal-title":"J. Neural Eng."},{"issue":"3","key":"77_CR8","doi-asserted-by":"publisher","first-page":"746","DOI":"10.1093\/brain\/awp315","volume":"133","author":"AM Frankemolle","year":"2010","unstructured":"Frankemolle, A.M., Wu, J., Noecker, A.M., Voelcker-Rehage, C., Ho, J.C., Vitek, J.L., McIntyre, C.C., Alberts, J.L.: Reversing cognitive-motor impairments in parkinson\u2019s disease patients using a computational modelling approach to deep brain stimulation programming. Brain 133(3), 746\u2013761 (2010)","journal-title":"Brain"},{"key":"77_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/neuro.11.001.2009","volume":"3","author":"ML Hines","year":"2009","unstructured":"Hines, M.L., Davison, A.P., Muller, E.: Neuron and python. Front. Neuroinf. 3, 1\u201312 (2009)","journal-title":"Front. Neuroinf."},{"issue":"4","key":"77_CR10","doi-asserted-by":"publisher","first-page":"1457","DOI":"10.1152\/jn.00989.2003","volume":"91","author":"CC McIntyre","year":"2004","unstructured":"McIntyre, C.C., Grill, W.M., Sherman, D.L., Thakor, N.V.: Cellular effects of deep brain stimulation: model-based analysis of activation and inhibition. J. Neurophysiol. 91(4), 1457\u20131469 (2004)","journal-title":"J. Neurophysiol."},{"issue":"3","key":"77_CR11","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/j.nbd.2009.09.022","volume":"38","author":"CC McIntyre","year":"2010","unstructured":"McIntyre, C.C., Hahn, P.J.: Network perspectives on the mechanisms of deep brain stimulation. Neurobiol. Dis. 38(3), 329\u2013337 (2010)","journal-title":"Neurobiol. Dis."},{"issue":"2","key":"77_CR12","doi-asserted-by":"crossref","first-page":"995","DOI":"10.1152\/jn.00353.2001","volume":"87","author":"CC McIntyre","year":"2002","unstructured":"McIntyre, C.C., Richardson, A.G., Grill, W.M.: Modeling the excitability of mammalian nerve fibers: influence of afterpotentials on the recovery cycle. J. Neurophysiol. 87(2), 995\u20131006 (2002)","journal-title":"J. Neurophysiol."},{"issue":"10","key":"77_CR13","doi-asserted-by":"publisher","first-page":"1290","DOI":"10.1016\/j.ress.2005.11.025","volume":"91","author":"A O\u2019Hagan","year":"2006","unstructured":"O\u2019Hagan, A.: Bayesian analysis of computer code outputs: a tutorial. Reliab. Eng. Syst. Saf. 91(10), 1290\u20131300 (2006)","journal-title":"Reliab. Eng. Syst. Saf."},{"key":"77_CR14","volume-title":"Gaussian Processes for Machine Learning","author":"CE Rasmussen","year":"2006","unstructured":"Rasmussen, C.E., Williams, C.K.I.: Gaussian Processes for Machine Learning. The MIT Press, Cambridge (2006)"},{"key":"77_CR15","doi-asserted-by":"publisher","unstructured":"Walckiers, G.: Bio-electromagnetic model of deep brain stimulation. \u00cbcole polytechnique f\u00ebd\u00ebrale de Lausanne EPFL (2009). doi:10.5075\/epfl-thesis-4369","DOI":"10.5075\/epfl-thesis-4369"},{"issue":"6","key":"77_CR16","doi-asserted-by":"publisher","first-page":"066009","DOI":"10.1088\/1741-2560\/7\/6\/066009","volume":"7","author":"TC Zhang","year":"2010","unstructured":"Zhang, T.C., Grill, W.M.: Modeling deep brain stimulation: point source approximation versus realistic representation of the electrode. J. Neural Eng. 7(6), 066009 (2010)","journal-title":"J. Neural Eng."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19390-8_77","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T09:14:25Z","timestamp":1674206065000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19390-8_77"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319193892","9783319193908"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19390-8_77","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"9 June 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}