{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T13:38:17Z","timestamp":1758893897620,"version":"3.37.3"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"7-8","license":[{"start":{"date-parts":[[2021,6,26]],"date-time":"2021-06-26T00:00:00Z","timestamp":1624665600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,6,26]],"date-time":"2021-06-26T00:00:00Z","timestamp":1624665600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2021,8]]},"DOI":"10.1007\/s11517-021-02377-z","type":"journal-article","created":{"date-parts":[[2021,6,26]],"date-time":"2021-06-26T04:38:01Z","timestamp":1624682281000},"page":"1485-1493","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Ventricle shape analysis using modified WKS for atrophy detection"],"prefix":"10.1007","volume":"59","author":[{"given":"Jayaraman","family":"Thirumagal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4700-9080","authenticated-orcid":false,"given":"Manjunatha","family":"Mahadevappa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anup","family":"Sadhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pranab Kumar","family":"Dutta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,6,26]]},"reference":[{"issue":"1","key":"2377_CR1","first-page":"19","volume":"56","author":"C D\u2019Souza-e-Dias-Medora","year":"2007","unstructured":"D\u2019Souza-e-Dias-Medora C, Natekar-Prashant E (2007) Morphometric study of the ventricular system of brain by computerised tomography. J Anat Soc India 56(1):19\u201324","journal-title":"J Anat Soc India"},{"key":"2377_CR2","doi-asserted-by":"crossref","unstructured":"He Q, Duan Y, Yin X, Gu X, Karsch K, Miles J: Shape analysis of corpus callosum in autism subtype using planar conformal mapping. In Medical Imaging 2009: Biomedical Applications in Molecular, Structural, and Functional Imaging (Vol. 7262, p. 726217). International Society for Optics and Photonics (2009)","DOI":"10.1117\/12.812285"},{"issue":"4","key":"2377_CR3","doi-asserted-by":"publisher","first-page":"1337","DOI":"10.1109\/JBHI.2014.2298139","volume":"18","author":"MJ Nitzken","year":"2014","unstructured":"Nitzken MJ, Casanova MF, Gimel\u2019farb G, Inanc T, Zurada JM, El-Baz A (2014) Shape analysis of the human brain: a brief survey. IEEE J Biomed Health Inform 18(4):1337\u20131354","journal-title":"IEEE J Biomed Health Inform"},{"issue":"2","key":"2377_CR4","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/S0006-3223(00)01120-3","volume":"50","author":"KL Narr","year":"2001","unstructured":"Narr KL, Thompson PM, Sharma T, Moussai J, Blanton R, Anvar B, Toga AW (2001) Three-dimensional mapping of temporo-limbic regions and the lateral ventricles in schizophrenia: gender effects. Biol Psychiatry 50(2):84\u201397","journal-title":"Biol Psychiatry"},{"key":"2377_CR5","unstructured":"Jatti A,Gangadhar BN (2012) Measuring complexity of lateral ventricle from MR images for schizophrenia. In 2012 IEEE World Congress on Information and Communication Technologies, pp. 315-319"},{"key":"2377_CR6","doi-asserted-by":"crossref","unstructured":"Cates J, Fletcher PT, Styner M, Shenton M, Whitaker R (2007) Shape modeling and analysis with entropy-based particle systems. In Biennial International Conference on Information Processing in Medical Imaging, pp. 333-345","DOI":"10.1007\/978-3-540-73273-0_28"},{"key":"2377_CR7","doi-asserted-by":"crossref","unstructured":"Lombaert H, Grady L, Polimeni JR, Cheriet F (2011) Fast brain matching with spectral correspondence. In Biennial International Conference on Information Processing in Medical Imaging, pp. 660-673","DOI":"10.1007\/978-3-642-22092-0_54"},{"issue":"3","key":"2377_CR8","doi-asserted-by":"publisher","first-page":"1257","DOI":"10.1016\/j.neuroimage.2012.07.053","volume":"63","author":"D Germanaud","year":"2012","unstructured":"Germanaud D, Lef\u00e8vre J, Toro R, Fischer C, Dubois J, Hertz-Pannier L, Mangin JF (2012) Larger is twistier: spectral analysis of gyrification (SPANGY) applied to adult brain size polymorphism. Neuroimage 63(3):1257\u20131272","journal-title":"Neuroimage"},{"key":"2377_CR9","doi-asserted-by":"crossref","unstructured":"Mio W, Bowers JC, Hurdal MK, Liu X (2007) Modeling brain anatomy with 3D arrangements of curves. In 2007 IEEE 11th International Conference on Computer Vision, pp. 1-8","DOI":"10.1109\/ICCV.2007.4409164"},{"issue":"2-3","key":"2377_CR10","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1016\/S1077-3142(03)00015-8","volume":"89","author":"Y Wang","year":"2003","unstructured":"Wang Y, Peterson BS, Staib LH (2003) 3D brain surface matching based on geodesics and local geometry. Comput Vis Image Underst 89(2-3):252\u2013271","journal-title":"Comput Vis Image Underst"},{"key":"2377_CR11","doi-asserted-by":"crossref","unstructured":"Elnakib A, El-Baz A, Casanova MF, Switala AE (2010) Dyslexia diagnostics by centerline-based shape analysis of the corpus callosum. In 2010 IEEE 20th International Conference on Pattern Recognition, pp. 261-264","DOI":"10.1109\/ICPR.2010.73"},{"issue":"10","key":"2377_CR12","doi-asserted-by":"publisher","first-page":"739","DOI":"10.1016\/j.cad.2009.02.007","volume":"41","author":"M Reuter","year":"2009","unstructured":"Reuter M, Wolter FE, Shenton M, Niethammer M (2009) Laplace\u2013Beltrami eigenvalues and topological features of eigenfunctions for statistical shape analysis. Comput Aided Des 41(10):739\u2013755","journal-title":"Comput Aided Des"},{"issue":"4","key":"2377_CR13","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1016\/j.cad.2005.10.011","volume":"38","author":"M Reuter","year":"2006","unstructured":"Reuter M, Wolter FE, Peinecke N (2006) Laplace\u2013Beltrami spectra as \u2018Shape-DNA\u2019of surfaces and solids. Comput Aided Des 38(4):342\u2013366","journal-title":"Comput Aided Des"},{"key":"2377_CR14","unstructured":"Rustamov RM (2010) Robust volumetric shape descriptor. In Proceedings of the 3rd Eurographics conference on 3D Object Retrieval (pp. 1-5). Eurographics Association"},{"key":"2377_CR15","unstructured":"Shishegar R, Soltanian-Zadeh H, Moghadasi SR (2011) Hippocampal shape analysis in epilepsy using Laplace-Beltrami spectrum. In 2011 IEEE 19th Iranian Conference on Electrical Engineering, pp. 1-5"},{"key":"2377_CR16","doi-asserted-by":"crossref","unstructured":"Andreux M, Rodola E, Aubry M, Cremers D (2014) Anisotropic Laplace-Beltrami operators for shape analysis. In European Conference on Computer Vision, pp. 299-312","DOI":"10.1007\/978-3-319-16220-1_21"},{"key":"2377_CR17","doi-asserted-by":"crossref","unstructured":"Wetzler A, Aflalo Y, Dubrovina A, Kimmel R (2013) The Laplace-Beltrami operator: a ubiquitous tool for image and shape processing. In International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, pp. 302-316","DOI":"10.1007\/978-3-642-38294-9_26"},{"issue":"6","key":"2377_CR18","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1016\/j.cad.2007.01.014","volume":"39","author":"N Peinecke","year":"2007","unstructured":"Peinecke N, Wolter FE, Reuter M (2007) Laplace spectra as fingerprints for image recognition. Comput Aided Des 39(6):460\u2013476","journal-title":"Comput Aided Des"},{"key":"2377_CR19","doi-asserted-by":"crossref","unstructured":"Aubry M, Schlickewei U, Cremers D (2011) The wave kernel signature: a quantum mechanical approach to shape analysis. In 2011 IEEE international conference on computer vision workshops (ICCV workshops), pp. 1626-1633","DOI":"10.1109\/ICCVW.2011.6130444"},{"key":"2377_CR20","doi-asserted-by":"crossref","unstructured":"Aubry M, Schlickewei U, Cremers D (2011) Pose-consistent 3d shape segmentation based on a quantum mechanical feature descriptor. In Joint Pattern Recognition Symposium, pp. 122-131","DOI":"10.1007\/978-3-642-23123-0_13"},{"key":"2377_CR21","doi-asserted-by":"crossref","unstructured":"Bronstein MM, Kokkinos I (2010) Scale-invariant heat kernel signatures for non-rigid shape recognition. In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1704-1711","DOI":"10.1109\/CVPR.2010.5539838"},{"issue":"5","key":"2377_CR22","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1109\/TPAMI.2010.210","volume":"33","author":"MM Bronstein","year":"2010","unstructured":"Bronstein MM, Bronstein AM (2010) Shape recognition with spectral distances. IEEE Trans Pattern Anal Mach Intell 33(5):1065\u20131071","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"2377_CR23","doi-asserted-by":"crossref","unstructured":"Hou T, Qin H (2014) Diffusion-driven wavelet design for shape analysis. CRC Press","DOI":"10.1201\/b17585"},{"key":"2377_CR24","doi-asserted-by":"crossref","unstructured":"Hwa Kim W, Chung MK, Singh V (2013) Multi-resolution shape analysis via non-Euclidean wavelets: applications to mesh segmentation and surface alignment problems. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2139-2146","DOI":"10.1109\/CVPR.2013.278"},{"issue":"4","key":"2377_CR25","doi-asserted-by":"publisher","first-page":"1261","DOI":"10.1109\/TIP.2015.2389619","volume":"24","author":"Z Lu","year":"2015","unstructured":"Lu Z, Carneiro G, Bradley AP (2015) An improved joint optimization of multiple level set functions for the segmentation of overlapping cervical cells. IEEE Trans Image Process 24(4):1261\u20131272","journal-title":"IEEE Trans Image Process"},{"key":"2377_CR26","unstructured":"Li C, Xu C, Gui C, Fox MD (2005) Level set evolution without re-initialization: a new variational formulation. In 2005 IEEE computer society conference on computer vision and pattern recognition (CVPR\u201905) (Vol. 1, pp. 430-436"},{"key":"2377_CR27","doi-asserted-by":"crossref","unstructured":"Meyer M, Desbrun M, Schr\u00f6der P, Barr AH (2003) Discrete differential-geometry operators for triangulated 2-manifolds. In Visualization and mathematics III, pp. 35-57","DOI":"10.1007\/978-3-662-05105-4_2"},{"key":"2377_CR28","doi-asserted-by":"crossref","unstructured":"Belkin M, Sun J, Wang Y (2008) Discrete Laplace operator on meshed surfaces. In Proceedings of the twenty-fourth annual symposium on Computational geometry, pp. 278-287","DOI":"10.1145\/1377676.1377725"},{"key":"2377_CR29","doi-asserted-by":"crossref","unstructured":"Belkin M, Sun J, Wang Y (2009) Constructing Laplace operator from point clouds in \u211d d. In Proceedings of the twentieth annual ACM-SIAM symposium on Discrete algorithms (pp. 1031-1040). Society for Industrial and Applied Mathematics","DOI":"10.1137\/1.9781611973068.112"},{"issue":"5","key":"2377_CR30","doi-asserted-by":"publisher","first-page":"1383","DOI":"10.1111\/j.1467-8659.2009.01515.x","volume":"28","author":"J Sun","year":"2009","unstructured":"Sun J, Ovsjanikov M, Guibas LJ (2009) A concise and provably informative multi-scale signature based on heat diffusion. Comput Graph Forum 28(5):1383\u20131392","journal-title":"Comput Graph Forum"},{"issue":"6-8","key":"2377_CR31","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1007\/s00371-013-0815-3","volume":"29","author":"C Li","year":"2013","unstructured":"Li C, Ben Hamza A (2013) A multiresolution descriptor for deformable 3D shape retrieval. Vis Comput 29(6-8):513\u2013524","journal-title":"Vis Comput"},{"key":"2377_CR32","unstructured":"Li C, and Hamza AB. \u201cSpatially aggregating spectral descriptors for nonrigid 3D shape retrieval: a comparative survey.\u201d Multimedia Syst 1-29"},{"key":"2377_CR33","first-page":"127","volume":"87","author":"SS Keller","year":"2009","unstructured":"Keller SS, Roberts N (2009) Measurement of brain volume using MRI: software, techniques, choices and prerequisites. J Anthropol Sci 87:127\u2013151","journal-title":"J Anthropol Sci"},{"issue":"2","key":"2377_CR34","doi-asserted-by":"publisher","first-page":"181","DOI":"10.14704\/nq.2013.11.2.631","volume":"11","author":"T Ertekin","year":"2013","unstructured":"Ertekin T, Acer N, Icer S, Yildirim A (2013) Estimation 0f the total brain volume using semi-automatic segmentation and stereology of the newborns\u2019 brain MRI. NeuroQuantology 11(2):181\u2013188","journal-title":"NeuroQuantology"},{"key":"2377_CR35","first-page":"3","volume":"160","author":"SB Kotsiantis","year":"2007","unstructured":"Kotsiantis SB, Zaharakis I, Pintelas P (2007) Supervised machine learning: a review of classification techniques. Emerg Artif Intell Appl Comp Eng 160:3\u201324","journal-title":"Emerg Artif Intell Appl Comp Eng"},{"key":"2377_CR36","doi-asserted-by":"crossref","unstructured":"Shi Y, Lai R, Kern K, Sicotte N, Dinov I, Toga AW (2008) Harmonic surface mapping with Laplace-Beltrami eigenmaps. In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 147-154","DOI":"10.1007\/978-3-540-85990-1_18"},{"key":"2377_CR37","doi-asserted-by":"crossref","unstructured":"Reuter M, Niethammer M, Wolter FE, Bouix S, Shenton M (2007) Global medical shape analysis using the volumetric Laplace spectrum. In 2007 IEE International Conference on Cyberworlds (CW\u201907), pp. 417-426","DOI":"10.1109\/CW.2007.42"}],"container-title":["Medical & Biological Engineering & Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-021-02377-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-021-02377-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-021-02377-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T03:35:31Z","timestamp":1627356931000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-021-02377-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,26]]},"references-count":37,"journal-issue":{"issue":"7-8","published-print":{"date-parts":[[2021,8]]}},"alternative-id":["2377"],"URL":"https:\/\/doi.org\/10.1007\/s11517-021-02377-z","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"type":"print","value":"0140-0118"},{"type":"electronic","value":"1741-0444"}],"subject":[],"published":{"date-parts":[[2021,6,26]]},"assertion":[{"value":"17 August 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 April 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 June 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}