{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,25]],"date-time":"2025-10-25T12:11:34Z","timestamp":1761394294204,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642370144"},{"type":"electronic","value":"9783642370151"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-37015-1_74","type":"book-chapter","created":{"date-parts":[[2013,3,5]],"date-time":"2013-03-05T04:34:18Z","timestamp":1362458058000},"page":"848-861","source":"Crossref","is-referenced-by-count":13,"title":["An EEG Based Pervasive Depression Detection for Females"],"prefix":"10.1007","author":[{"given":"Xiaowei","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Bin","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Lin","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Philip","family":"Moore","sequence":"additional","affiliation":[]},{"given":"Jing","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"74_CR1","doi-asserted-by":"publisher","first-page":"914","DOI":"10.1001\/jama.1989.03430070062031","volume":"262","author":"K.B. Wells","year":"1989","unstructured":"Wells, K.B., Stewart, A., Hays, R.D., Burnam, M.A., Rogers, W., Daniels, M., Berry, S., Greenfield, S., Ware, J.: The functioning and well-being of depressed patients. Results from the Medical Outcomes Study. JAMA\u00a0262, 914\u2013919 (1989)","journal-title":"JAMA"},{"key":"74_CR2","doi-asserted-by":"publisher","first-page":"3095","DOI":"10.1001\/jama.289.23.3095","volume":"289","author":"R.C. Kessler","year":"2003","unstructured":"Kessler, R.C., Berglund, P., Demler, O., Jin, R., Koretz, D., Merikangas, K.R., Rush, A.J., Walters, E.E., Wang, P.S.: The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). JAMA\u00a0289, 3095\u20133105 (2003)","journal-title":"JAMA"},{"key":"74_CR3","first-page":"25","volume":"52","author":"F.M. Culbertson","year":"1997","unstructured":"Culbertson, F.M.: Depression and gender. An International Review. Am. Psychol.\u00a052, 25\u201331 (1997)","journal-title":"An International Review. Am. Psychol."},{"key":"74_CR4","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0165-0327(02)00426-3","volume":"74","author":"R.C. Kessler","year":"2003","unstructured":"Kessler, R.C.: Epidemiology of women and depression. J. Affect Disord.\u00a074, 5\u201313 (2003)","journal-title":"J. Affect Disord."},{"key":"74_CR5","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1300\/J010v19n03_05","volume":"19","author":"J.W. Wetzel","year":"1994","unstructured":"Wetzel, J.W.: Depression: Women at risk. Social Work in Health Care\u00a019, 85\u2013108 (1994)","journal-title":"Social Work in Health Care"},{"key":"74_CR6","unstructured":"Michael, S., Carl, M., Pentl, Y.: Objective Physiological and Behavioral Measures for Identifying and Tracking Depression State in Clinically Depressed Patients. Massachusetts Institute of Technology Media Laboratory (2005)"},{"key":"74_CR7","doi-asserted-by":"crossref","unstructured":"Handte, M., Becker, C., Rothermel, K.: Peer-based automatic configuration of pervasive applications. In: Proceedings of International Conference on Pervasive Services, ICPS 2005, pp. 249\u2013260 (2005)","DOI":"10.1109\/PERSER.2005.1506418"},{"key":"74_CR8","doi-asserted-by":"crossref","unstructured":"Nunez, P.L., Srinivasan, R.: Electric Fields of the Brain: The Neurophysics of EEG. Oxford University Press (2006)","DOI":"10.1093\/acprof:oso\/9780195050387.001.0001"},{"key":"74_CR9","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1146\/annurev.bioeng.5.040202.121601","volume":"6","author":"N.V. Thakor","year":"2004","unstructured":"Thakor, N.V., Tong, S.: Advances in quantitative electroencephalogram analysis methods. Annu. Rev. Biomed. Eng.\u00a06, 453\u2013495 (2004)","journal-title":"Annu. Rev. Biomed. Eng."},{"key":"74_CR10","first-page":"46","volume":"26","author":"H. Bin","year":"2011","unstructured":"Bin, H., Majoe, D., Ratcliffe, M., Yanbing, Q., Qinglin, Z., Hong, P., Dangping, F., Fang, Z., Jackson, M., Moore, P.: EEG-Based Cognitive Interfaces for Ubiquitous Applications: Developments and Challenges. IEEE Intelligent Systems\u00a026, 46\u201353 (2011)","journal-title":"IEEE Intelligent Systems"},{"key":"74_CR11","first-page":"143","volume":"43","author":"Y. Kaneda","year":"1996","unstructured":"Kaneda, Y., Nakayama, H., Kagawa, K., Furuta, N., Ikuta, T.: Sex differences in visual evoked potential and electroencephalogram of healthy adults. Tokushima J. Exp. Med.\u00a043, 143\u2013157 (1996)","journal-title":"Tokushima J. Exp. Med."},{"key":"74_CR12","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0013-4694(96)96091-5","volume":"102","author":"M. Corsi-Cabrera","year":"1997","unstructured":"Corsi-Cabrera, M., Arce, C., Ramos, J., Guevara, M.A.: Effect of spatial ability and sex inter- and intrahemispheric correlation of EEG activity. Electroencephalography and Clinical Neurophysiology\u00a0102, 5\u201311 (1997)","journal-title":"Electroencephalography and Clinical Neurophysiology"},{"key":"74_CR13","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/S0925-4927(00)00080-9","volume":"106","author":"V. Knott","year":"2001","unstructured":"Knott, V., Mahoney, C., Kennedy, S., Evans, K.: EEG power, frequency, asymmetry and coherence in male depression. Psychiatry Res.\u00a0106, 123\u2013140 (2001)","journal-title":"Psychiatry Res."},{"key":"74_CR14","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1016\/0006-3223(90)90591-O","volume":"27","author":"V.E. Pollock","year":"1990","unstructured":"Pollock, V.E., Schneidera, L.S.: Quantitative, waking EEG research on depression. Biological Psychiatry\u00a027, 757\u2013780 (1990)","journal-title":"Biological Psychiatry"},{"key":"74_CR15","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1097\/00004691-198801000-00002","volume":"5","author":"M.R. Nuwer","year":"1988","unstructured":"Nuwer, M.R.: Quantitative EEG: II. Frequency analysis and topographic mapping in clinical settings. J. Clin. Neurophysiol.\u00a05, 45\u201385 (1988)","journal-title":"J. Clin. Neurophysiol."},{"key":"74_CR16","doi-asserted-by":"publisher","first-page":"1232","DOI":"10.1016\/j.clinph.2008.01.104","volume":"119","author":"Y. Li","year":"2008","unstructured":"Li, Y., Tong, S., Liu, D., Gai, Y., Wang, X., Wang, J., Qiu, Y., Zhu, Y.: Abnormal EEG complexity in patients with schizophrenia and depression. Clin. Neurophysiol.\u00a0119, 1232\u20131241 (2008)","journal-title":"Clin. Neurophysiol."},{"key":"74_CR17","doi-asserted-by":"publisher","first-page":"2266","DOI":"10.1016\/j.clinph.2005.06.011","volume":"116","author":"C.J. Stam","year":"2005","unstructured":"Stam, C.J.: Nonlinear dynamical analysis of EEG and MEG: review of an emerging field. Clin. Neurophysiol.\u00a0116, 2266\u20132301 (2005)","journal-title":"Clin. Neurophysiol."},{"key":"74_CR18","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1097\/00001756-199401120-00042","volume":"5","author":"J.L. Nandrino","year":"1994","unstructured":"Nandrino, J.L., Pezard, L., Martinerie, J.: Decrease of complexity in EEG as a symptom of depression. Neuroreport\u00a05, 528\u2013530 (1994)","journal-title":"Neuroreport"},{"key":"74_CR19","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1007\/BF02191541","volume":"245","author":"J. Roschke","year":"1995","unstructured":"Roschke, J., Fell, J., Beckmann, P.: Nonlinear analysis of sleep EEG in depression: calculation of the largest lyapunov exponent. Eur. Arch. Psychiatry Clin. Neurosci.\u00a0245, 27\u201335 (1995)","journal-title":"Eur. Arch. Psychiatry Clin. Neurosci."},{"key":"74_CR20","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.bandc.2011.08.001","volume":"77","author":"P.S. Foster","year":"2011","unstructured":"Foster, P.S., Yung, R.C., Branch, K.K., Stringer, K., Ferguson, B.J., Sullivan, W., Drago, V.: Increased spreading activation in depression. Brain Cogn.\u00a077, 265\u2013270 (2011)","journal-title":"Brain Cogn."},{"key":"74_CR21","unstructured":"Hong, P., Bin, H., Yanbing, Q., Qinglin, Z., Ratcliffe, M.: An improved EEG de-noising approach in electroencephalogram (EEG) for home care. In: 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), pp. 469\u2013474 (2011)"},{"key":"74_CR22","doi-asserted-by":"crossref","unstructured":"Zhao, Q.L., Hu, B., Liu, L., Ratcliffe, M., Peng, H., Zhai, J.W., Li, L.L., Shi, Q.X., Liu, Q.Y., Qi, Y.B.: An EEG based nonlinearity analysis method for schizophrenia diagnosis. In: The Ninth IASTED International Conference on Biomedical Engineering (2012)","DOI":"10.2316\/P.2012.764-137"},{"key":"74_CR23","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/0167-2789(83)90298-1","volume":"9","author":"P. Grassberger","year":"1983","unstructured":"Grassberger, P., Procaccia, I.: Measuring the strangeness of strange attractors. Physica D: Nonlinear Phenomena\u00a09, 189\u2013208 (1983)","journal-title":"Physica D: Nonlinear Phenomena"},{"key":"74_CR24","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/0167-2789(93)90009-P","volume":"65","author":"M.T. Rosenstein","year":"1993","unstructured":"Rosenstein, M.T., Collins, J.J., De Luca, C.J.: A practical method for calculating largest Lyapunov exponents from small data sets. Physica D: Nonlinear Phenomena\u00a065, 117\u2013134 (1993)","journal-title":"Physica D: Nonlinear Phenomena"},{"key":"74_CR25","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1109\/TIT.1976.1055501","volume":"22","author":"A. Lempel","year":"1976","unstructured":"Lempel, A., Ziv, J.: On the Complexity of Finite Sequences. IEEE Transactions on Information Theory\u00a022, 75\u201381 (1976)","journal-title":"IEEE Transactions on Information Theory"},{"key":"74_CR26","doi-asserted-by":"publisher","first-page":"842","DOI":"10.1103\/PhysRevA.36.842","volume":"36","author":"F. Kaspar","year":"1987","unstructured":"Kaspar, F., Schuster, H.G.: Easily calculable measure for the complexity of spatiotemporal patterns. Phys. Rev. A\u00a036, 842\u2013848 (1987)","journal-title":"Phys. Rev. A"},{"key":"74_CR27","doi-asserted-by":"crossref","unstructured":"Fei-Yan, F., Ying-Jie, L., Yi-Hong, Q., Yi-Sheng, Z.: Use of ANN and Complexity Measures in Cognitive EEG Discrimination. In: 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005, pp. 4638\u20134641 (2005)","DOI":"10.1109\/IEMBS.2005.1615504"},{"key":"74_CR28","doi-asserted-by":"crossref","unstructured":"Holla, A.V.R., Aparna, P.: A nearest neighbor based approach for classifying epileptiform EEG using nonlinear DWT features. In: 2012 International Conference on Signal Processing and Communications (SPCOM), pp. 1\u20135 (2012)","DOI":"10.1109\/SPCOM.2012.6290014"},{"key":"74_CR29","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/0165-0327(86)90036-4","volume":"10","author":"M.S. Buchsbaum","year":"1986","unstructured":"Buchsbaum, M.S., Wu, J., DeLisi, L.E., Holcomb, H., Kessler, R., Johnson, J., King, A.C., Hazlett, E., Langston, K., Post, R.M.: Frontal cortex and basal ganglia metabolic rates assessed by positron emission tomography with [18F]2-deoxyglucose in affective illness. J. Affect Disord.\u00a010, 137\u2013152 (1986)","journal-title":"J. Affect Disord."},{"key":"74_CR30","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/0013-4694(89)90027-8","volume":"72","author":"K. Nagata","year":"1989","unstructured":"Nagata, K., Tagawa, K., Hiroi, S., Shishido, F., Uemura, K.: Electroencephalographic correlates of blood flow and oxygen metabolism provided by positron emission tomography in patients with cerebral infarction. Electroencephalogr. Clin. Neurophysiol.\u00a072, 16\u201330 (1989)","journal-title":"Electroencephalogr. Clin. Neurophysiol."},{"key":"74_CR31","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1016\/j.biopsych.2006.09.020","volume":"62","author":"M.D. Greicius","year":"2007","unstructured":"Greicius, M.D., Flores, B.H., Menon, V., Glover, G.H., Solvason, H.B., Kenna, H., Reiss, A.L., Schatzberg, A.F.: Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol. Psychiatry\u00a062, 429\u2013437 (2007)","journal-title":"Biol. Psychiatry"},{"key":"74_CR32","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1002\/hbm.20275","volume":"28","author":"A.A. Fingelkurts","year":"2007","unstructured":"Fingelkurts, A.A., Rytsala, H., Suominen, K., Isometsa, E., Kahkonen, S.: Impaired functional connectivity at EEG alpha and theta frequency bands in major depression. Human Brain Mapping\u00a028, 247\u2013261 (2007)","journal-title":"Human Brain Mapping"},{"key":"74_CR33","doi-asserted-by":"publisher","first-page":"1954","DOI":"10.1016\/S1388-2457(02)00197-9","volume":"113","author":"S.H. Na","year":"2002","unstructured":"Na, S.H., Jin, S.H., Kim, S.Y., Ham, B.J.: EEG in schizophrenic patients: mutual information analysis. Clin. Neurophysiol.\u00a0113, 1954\u20131960 (2002)","journal-title":"Clin. Neurophysiol."},{"key":"74_CR34","unstructured":"Hosseinifard, B., Moradi, M.H., Rostami, R.: Classifying depression patients and normal subjects using machine learning techniques. In: 19th Iranian Conference on Electrical Engineering (ICEE), Tehran, pp. 1\u20134 (2011)"},{"key":"74_CR35","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1176\/appi.neuropsych.18.2.217","volume":"18","author":"C.T. Gualtieri","year":"2006","unstructured":"Gualtieri, C.T., Johnson, L.G., Benedict, K.B.: Neurocognition in depression: patients on and off medication versus healthy comparison subjects. J. Neuropsychiatry Clin. Neurosci.\u00a018, 217\u2013225 (2006)","journal-title":"J. Neuropsychiatry Clin. Neurosci."}],"container-title":["Lecture Notes in Computer Science","Pervasive Computing and the Networked World"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-37015-1_74","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T22:57:08Z","timestamp":1745967428000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-37015-1_74"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642370144","9783642370151"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-37015-1_74","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}