{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T20:09:54Z","timestamp":1784146194787,"version":"3.55.0"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819234844","type":"print"},{"value":"9789819234851","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T00:00:00Z","timestamp":1784160000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T00:00:00Z","timestamp":1784160000000},"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":[[2027]]},"DOI":"10.1007\/978-981-92-3485-1_31","type":"book-chapter","created":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T20:00:25Z","timestamp":1784145625000},"page":"364-375","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["MIFNet: A Multi-information Fusion Framework for Eye-Tracking-Based Schizophrenia Assessment"],"prefix":"10.1007","author":[{"given":"Yibing","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiujuan","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuanyuan","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,16]]},"reference":[{"key":"31_CR1","doi-asserted-by":"crossref","unstructured":"Fedotov, I., Faustova, A., Kryazhkova, D.: Using eye tracking as a functional biomarker for schizophrenia: a scoping review. Medinformatics (2026)","DOI":"10.47852\/bonviewMEDIN62028075"},{"issue":"5","key":"31_CR2","doi-asserted-by":"publisher","first-page":"9451","DOI":"10.1109\/TNNLS.2024.3441928","volume":"36","author":"Y Song","year":"2024","unstructured":"Song, Y., et al.: EMS: a large-scale eye movement dataset, benchmark, and new model for schizophrenia recognition. IEEE Trans. Neural Netw. Learn. Syst. 36(5), 9451\u20139462 (2024)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"31_CR3","unstructured":"Xie, J., et al.: A two\u2011stream end\u2011to\u2011end deep learning network for recognizing atypical visual attention in autism spectrum disorder. arXiv: 1911.11393v1 (2019)"},{"issue":"1","key":"31_CR4","doi-asserted-by":"publisher","first-page":"8104","DOI":"10.1038\/s41598-023-34829-x","volume":"13","author":"K Akamatsu","year":"2023","unstructured":"Akamatsu, K., Nishino, T., Miyawaki, Y.: Spatiotemporal bias of the human gaze toward hierarchical visual features during natural scene viewing. Sci. Rep. 13(1), 8104 (2023)","journal-title":"Sci. Rep."},{"issue":"10","key":"31_CR5","doi-asserted-by":"publisher","first-page":"1189","DOI":"10.1167\/jov.24.10.1189","volume":"24","author":"S Murlidaran","year":"2024","unstructured":"Murlidaran, S., Eckstein, M.P.: Eye movements during free viewing maximize scene understanding. J. Vis. 24(10), 1189 (2024)","journal-title":"J. Vis."},{"issue":"1","key":"31_CR6","doi-asserted-by":"publisher","first-page":"4606","DOI":"10.1038\/s41598-024-55359-0","volume":"14","author":"M Yoshida","year":"2024","unstructured":"Yoshida, M., et al.: Visual salience is affected in participants with schizophrenia during free-viewing. Sci. Rep. 14(1), 4606 (2024)","journal-title":"Sci. Rep."},{"key":"31_CR7","doi-asserted-by":"publisher","first-page":"1715617","DOI":"10.3389\/fcogn.2025.1715617","volume":"4","author":"V Bandiera","year":"2025","unstructured":"Bandiera, V., Primativo, S., Daini, R., Martelli, M., Arduino, L.S.: The role of top-down and bottom-up factors in Parafoveal reading. Front. Cogn. 4, 1715617 (2025)","journal-title":"Front. Cogn."},{"issue":"1","key":"31_CR8","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1093\/schbul\/sbaa107","volume":"47","author":"EC Dias","year":"2021","unstructured":"Dias, E.C., et al.: Neurophysiological, oculomotor, and computational modeling of impaired reading ability in schizophrenia. Schizophr. Bull. 47(1), 97\u2013107 (2021)","journal-title":"Schizophr. Bull."},{"key":"31_CR9","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/j.neunet.2019.10.014","volume":"122","author":"P Lanillos","year":"2020","unstructured":"Lanillos, P., Oliva, D., Philippsen, A., Yamashita, Y., Nagai, Y., Cheng, G.: A review on neural network models of schizophrenia and autism spectrum disorder. Neural Netw. 122, 338\u2013363 (2020)","journal-title":"Neural Netw."},{"key":"31_CR10","doi-asserted-by":"crossref","unstructured":"Yang, H., et al.: An automatic detection method for schizophrenia based on abnormal eye movements in reading tasks. Expert Syst. Appl. 238(B), 121850 (2024)","DOI":"10.1016\/j.eswa.2023.121850"},{"issue":"23","key":"31_CR11","doi-asserted-by":"publisher","first-page":"9604","DOI":"10.3390\/s23239604","volume":"23","author":"S Tian","year":"2023","unstructured":"Tian, S., Tu, H., He, L., Wu, Y.I., Zheng, X.: FreeGaze: a framework for 3D gaze estimation using appearance cues from a facial video. Sensors. 23(23), 9604 (2023)","journal-title":"Sensors."},{"key":"31_CR12","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/j.jad.2022.03.077","volume":"307","author":"D Zhang","year":"2022","unstructured":"Zhang, D., et al.: Effective differentiation between depressed patients and controls using discriminative eye movement features. J. Affect. Disord. 307, 237\u2013243 (2022)","journal-title":"J. Affect. Disord."},{"key":"31_CR13","doi-asserted-by":"publisher","first-page":"608","DOI":"10.1016\/j.patrec.2020.09.017","volume":"138","author":"L Huang","year":"2020","unstructured":"Huang, L., et al.: Effective schizophrenia recognition using discriminative eye movement features and model-metric based features. Pattern Recogn. Lett. 138, 608\u2013616 (2020)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"31_CR14","doi-asserted-by":"publisher","first-page":"8","DOI":"10.3390\/jemr18020008","volume":"18","author":"M Langner","year":"2025","unstructured":"Langner, M., Toreini, P., Maedche, A.: Eye-based recognition of user traits and states\u2014a systematic state-of-the-art review. J. Eye Mov. Res. 18(2), 8 (2025)","journal-title":"J. Eye Mov. Res."},{"key":"31_CR15","unstructured":"Jiang, M., Zhao, Q.: Learning visual attention to identify people with autism spectrum disorder. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 3267\u20133276 (Year)"},{"issue":"5","key":"31_CR16","doi-asserted-by":"publisher","first-page":"1622","DOI":"10.1109\/TBME.2022.3223736","volume":"70","author":"C Xia","year":"2023","unstructured":"Xia, C., et al.: Dynamic viewing pattern analysis: towards large-scale screening of children with ASD in remote areas. IEEE Trans. Biomed. Eng. 70(5), 1622\u20131633 (2023)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"31_CR17","first-page":"116195","volume":"94","author":"W Wei","year":"2021","unstructured":"Wei, W., et al.: Identify autism spectrum disorder via dynamic filter and deep spatiotemporal feature extraction. Sign. Process.: Image Commun. 94, 116195 (2021)","journal-title":"Sign. Process.: Image Commun."}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-92-3485-1_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T20:00:27Z","timestamp":1784145627000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-92-3485-1_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,16]]},"ISBN":["9789819234844","9789819234851"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-92-3485-1_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,16]]},"assertion":[{"value":"16 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2026a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2026\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}