SPEED: A Graphical User Interface Software for Processing Eye Tracking Data
Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual’s eye movements during interaction with visual stimuli, thus offering a rich source of information on visual perception and associated cognitive processes. In thi...
Saved in:
| Published in | NeuroSci Vol. 6; no. 2; p. 35 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Switzerland
MDPI
16.04.2025
MDPI AG |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2673-4087 2673-4087 |
| DOI | 10.3390/neurosci6020035 |
Cover
| Abstract | Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual’s eye movements during interaction with visual stimuli, thus offering a rich source of information on visual perception and associated cognitive processes. In this work, a new software called SPEED (labScoc Processing and Extraction of Eye tracking Data) is presented to process data acquired by Pupil Lab Neon (Pupil Labs, Berlin, Germany). The software is written in Python which helps researchers with the feature extraction step without any coding skills. This work also presents a pilot study in which five healthy subjects were included in research investigating oculomotor correlates during MDMT (Moral Decision-Making Task) and testing possible autonomic predictors of participants’ performance. A statistically significant difference was observed in reaction times and in the number of blinks made during the choice between the conditions of the personal and impersonal dilemma. |
|---|---|
| AbstractList | Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual’s eye movements during interaction with visual stimuli, thus offering a rich source of information on visual perception and associated cognitive processes. In this work, a new software called SPEED (labScoc Processing and Extraction of Eye tracking Data) is presented to process data acquired by Pupil Lab Neon (Pupil Labs, Berlin, Germany). The software is written in Python which helps researchers with the feature extraction step without any coding skills. This work also presents a pilot study in which five healthy subjects were included in research investigating oculomotor correlates during MDMT (Moral Decision-Making Task) and testing possible autonomic predictors of participants’ performance. A statistically significant difference was observed in reaction times and in the number of blinks made during the choice between the conditions of the personal and impersonal dilemma. Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual's eye movements during interaction with visual stimuli, thus offering a rich source of information on visual perception and associated cognitive processes. In this work, a new software called SPEED (labScoc Processing and Extraction of Eye tracking Data) is presented to process data acquired by Pupil Lab Neon (Pupil Labs, Berlin, Germany). The software is written in Python which helps researchers with the feature extraction step without any coding skills. This work also presents a pilot study in which five healthy subjects were included in research investigating oculomotor correlates during MDMT (Moral Decision-Making Task) and testing possible autonomic predictors of participants' performance. A statistically significant difference was observed in reaction times and in the number of blinks made during the choice between the conditions of the personal and impersonal dilemma.Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual's eye movements during interaction with visual stimuli, thus offering a rich source of information on visual perception and associated cognitive processes. In this work, a new software called SPEED (labScoc Processing and Extraction of Eye tracking Data) is presented to process data acquired by Pupil Lab Neon (Pupil Labs, Berlin, Germany). The software is written in Python which helps researchers with the feature extraction step without any coding skills. This work also presents a pilot study in which five healthy subjects were included in research investigating oculomotor correlates during MDMT (Moral Decision-Making Task) and testing possible autonomic predictors of participants' performance. A statistically significant difference was observed in reaction times and in the number of blinks made during the choice between the conditions of the personal and impersonal dilemma. |
| Author | Curcio, Giuseppe Di Pompeo, Ilaria Marcaccio, Martina Lozzi, Daniele Migliore, Simone Ademaj, Matias |
| AuthorAffiliation | 4 Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PT, UK 2 Department of Information Engineering, Computer Science and Mathematics, University of L’Aquila, 67100 L’Aquila, Italy 3 Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; ilaria.dipompeo@graduate.univaq.it (I.D.P.); martina.marcaccio@graduate.univaq.it (M.M.); matias.ademaj@student.manchester.ac.uk (M.A.); simone.migliore@univaq.it (S.M.) 1 A2VI-Lab, Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; daniele.lozzi@univaq.it |
| AuthorAffiliation_xml | – name: 3 Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; ilaria.dipompeo@graduate.univaq.it (I.D.P.); martina.marcaccio@graduate.univaq.it (M.M.); matias.ademaj@student.manchester.ac.uk (M.A.); simone.migliore@univaq.it (S.M.) – name: 1 A2VI-Lab, Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; daniele.lozzi@univaq.it – name: 2 Department of Information Engineering, Computer Science and Mathematics, University of L’Aquila, 67100 L’Aquila, Italy – name: 4 Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PT, UK |
| Author_xml | – sequence: 1 givenname: Daniele orcidid: 0000-0002-6180-5131 surname: Lozzi fullname: Lozzi, Daniele – sequence: 2 givenname: Ilaria orcidid: 0009-0002-7250-1595 surname: Di Pompeo fullname: Di Pompeo, Ilaria – sequence: 3 givenname: Martina orcidid: 0009-0000-2912-1031 surname: Marcaccio fullname: Marcaccio, Martina – sequence: 4 givenname: Matias orcidid: 0009-0006-5596-0828 surname: Ademaj fullname: Ademaj, Matias – sequence: 5 givenname: Simone orcidid: 0000-0002-2665-231X surname: Migliore fullname: Migliore, Simone – sequence: 6 givenname: Giuseppe orcidid: 0000-0003-2248-781X surname: Curcio fullname: Curcio, Giuseppe |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/40265365$$D View this record in MEDLINE/PubMed |
| BookMark | eNqFkU1PGzEQhq2KqlDKuTfkYy8p46_dTS8VCimNilQk4GzNesdhYWOn9i4o_76bhiLopSfbM-888874PdsLMRBjHwV8VmoKJ4GGFLNrC5AAyrxhB7Io1URDVe69uO-zo5zvAEAaIbXS79i-BlkYVZgD9uPqcj4_-8JP-XnC9W3rsOM3mRJfhJ6SR0f8Kvr-ERNxHxO_TNFRzm1Y8vmG-HVCd799nGGPH9hbj12mo6fzkN18m1_Pvk8ufp4vZqcXE6e07ieFqkqtwPiyBNM0oq40GSNJTKnyqJvaTWupHKCuG0dGVWgaNCTIF9oToTpkix23iXhn16ldYdrYiK39E4hpaTH1revImgaMRBAKnR6HrtE5UwljtIAaRLNlwY41hDVuHrHrnoEC7HbN9p81jyVfdyXroV7RaDH0CbtXPl5nQntrl_HBCgnCVKoaCZ-eCCn-Gij3dtVmR12HgeKQrRJTVYpS63KUHr9s9tzl7w-OgpOdwI0mcyL_X_-_Acivr_Q |
| Cites_doi | 10.1016/B978-0-12-813092-6.00002-2 10.1007/s00426-023-01803-1 10.2147/OPTO.S142718 10.3758/s13428-012-0286-x 10.3758/s13428-019-01307-0 10.16910/jemr.9.3.1 10.1145/2638728.2641695 10.3758/s13428-018-01193-y 10.31117/neuroscirn.v3i4.61 10.3758/s13428-016-0819-9 10.1016/j.jenvp.2023.102095 10.1038/nrn1666 10.1111/j.1469-8986.2008.00681.x 10.1016/j.jneumeth.2006.11.017 10.1002/bdm.684 10.5220/0005352902120219 10.1186/s40359-020-00437-x 10.1002/da.22146 10.1207/s15516709cog0000_86 10.1038/s41598-020-72954-z 10.3389/fnins.2013.00267 10.1126/science.1062872 10.1109/RBME.2021.3066072 10.1145/3314111.3319828 10.1177/0033294118787500 10.1038/s42003-021-02608-x 10.1016/j.ijpsycho.2013.11.001 10.1016/B978-044451020-4/50031-1 10.1007/s11336-022-09876-4 10.3389/fnins.2010.00179 10.3758/s13428-013-0422-2 10.1016/j.csbj.2025.01.012 10.1371/journal.pone.0188826 10.1007/s10339-012-0499-z 10.22336/rjo.2023.2 10.1001/jama.2013.281053 10.1016/j.physbeh.2019.02.037 10.1016/j.ijpsycho.2017.11.009 10.1051/e3sconf/202346502060 10.5334/joc.18 10.1113/jphysiol.2007.133587 10.3791/50780 10.1073/pnas.2403858121 10.14569/IJACSA.2022.0130941 10.1093/scan/nsm001 |
| ContentType | Journal Article |
| Copyright | 2025 by the authors. 2025 |
| Copyright_xml | – notice: 2025 by the authors. 2025 |
| DBID | AAYXX CITATION NPM 7X8 5PM ADTOC UNPAY DOA |
| DOI | 10.3390/neurosci6020035 |
| DatabaseName | CrossRef PubMed MEDLINE - Academic PubMed Central (Full Participant titles) Unpaywall for CDI: Periodical Content Unpaywall DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef PubMed MEDLINE - Academic |
| DatabaseTitleList | MEDLINE - Academic CrossRef PubMed |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ : Directory of Open Access Journals [open access] url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Medicine |
| EISSN | 2673-4087 |
| ExternalDocumentID | oai_doaj_org_article_5d052a013ac4402bacc58155410b01da 10.3390/neurosci6020035 PMC12015838 40265365 10_3390_neurosci6020035 |
| Genre | Journal Article |
| GrantInformation_xml | – fundername: Dept. DISCAB, University of L'Aquila grantid: DISCAB GRANT 2023 code 07_DG_2023_02 – fundername: Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila grantid: 07_DG_2023_02 |
| GroupedDBID | AADQD AAYXX AFZYC ALMA_UNASSIGNED_HOLDINGS CITATION GROUPED_DOAJ MODMG M~E OK1 RPM NPM 7X8 5PM ADTOC UNPAY |
| ID | FETCH-LOGICAL-c344t-63874305f7705dd1b84e552e19e8fa4dbc9b23c0a4bdce538a5da5e1ef64feea3 |
| IEDL.DBID | DOA |
| ISSN | 2673-4087 |
| IngestDate | Fri Oct 03 12:52:11 EDT 2025 Sun Oct 26 03:42:29 EDT 2025 Thu Aug 21 18:26:52 EDT 2025 Thu Apr 24 01:54:10 EDT 2025 Sat Apr 26 01:41:06 EDT 2025 Thu Oct 16 04:30:29 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Keywords | psychometrics moral decision making cognitive psychology eye tracking computational psychology |
| Language | English |
| License | Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). cc-by |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c344t-63874305f7705dd1b84e552e19e8fa4dbc9b23c0a4bdce538a5da5e1ef64feea3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 These authors contributed equally to this work. |
| ORCID | 0009-0000-2912-1031 0000-0003-2248-781X 0009-0002-7250-1595 0000-0002-6180-5131 0000-0002-2665-231X 0009-0006-5596-0828 |
| OpenAccessLink | https://doaj.org/article/5d052a013ac4402bacc58155410b01da |
| PMID | 40265365 |
| PQID | 3193717447 |
| PQPubID | 23479 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_5d052a013ac4402bacc58155410b01da unpaywall_primary_10_3390_neurosci6020035 pubmedcentral_primary_oai_pubmedcentral_nih_gov_12015838 proquest_miscellaneous_3193717447 pubmed_primary_40265365 crossref_primary_10_3390_neurosci6020035 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-04-16 |
| PublicationDateYYYYMMDD | 2025-04-16 |
| PublicationDate_xml | – month: 04 year: 2025 text: 2025-04-16 day: 16 |
| PublicationDecade | 2020 |
| PublicationPlace | Switzerland |
| PublicationPlace_xml | – name: Switzerland |
| PublicationTitle | NeuroSci |
| PublicationTitleAlternate | NeuroSci |
| PublicationYear | 2025 |
| Publisher | MDPI MDPI AG |
| Publisher_xml | – name: MDPI – name: MDPI AG |
| References | Greene (ref_48) 2001; 293 ref_14 ref_12 Peirce (ref_31) 2019; 51 Abusharha (ref_52) 2017; 9 ref_53 ref_51 Lejarraga (ref_33) 2016; 49 ref_18 ref_17 Wedel (ref_19) 2023; 88 Boraston (ref_16) 2007; 581 Siegle (ref_10) 2008; 45 Tanisaro (ref_38) 2015; 57 Migliore (ref_44) 2019; 122 ref_25 ref_23 ref_22 Weeks (ref_13) 2013; 30 ref_29 ref_26 Peirce (ref_32) 2007; 162 Ciaramelli (ref_50) 2007; 2 Passarello (ref_4) 2023; 87 Johansson (ref_11) 2006; 30 ref_36 Mele (ref_2) 2012; 13 Lozzi (ref_27) 2025; 28 ref_35 Herbold (ref_20) 2011; 24 ref_34 Stankovic (ref_47) 2014; 93 Dalmaijer (ref_30) 2013; 46 Andersson (ref_39) 2016; 9 Saputro (ref_15) 2023; Volume 465 Maffei (ref_8) 2018; 123 ref_37 Iloka (ref_21) 2020; 3 Skaramagkas (ref_1) 2021; 16 Sugrue (ref_49) 2005; 6 ref_46 ref_45 ref_43 ref_42 ref_41 ref_40 ref_3 Sogo (ref_28) 2013; 45 ref_5 Maffei (ref_9) 2019; 204 ref_7 ref_6 Niehorster (ref_24) 2020; 52 |
| References_xml | – ident: ref_17 doi: 10.1016/B978-0-12-813092-6.00002-2 – volume: 87 start-page: 2111 year: 2023 ident: ref_4 article-title: Visuospatial working memory abilities in children analyzed by the bricks game task (BGT) publication-title: Psychol. Res. doi: 10.1007/s00426-023-01803-1 – volume: 9 start-page: 133 year: 2017 ident: ref_52 article-title: Changes in blink rate and ocular symptoms during different reading tasks publication-title: Clin. Optom. doi: 10.2147/OPTO.S142718 – volume: 45 start-page: 684 year: 2013 ident: ref_28 article-title: GazeParser: An open-source and multiplatform library for low-cost eye tracking and analysis publication-title: Behav. Res. Methods doi: 10.3758/s13428-012-0286-x – volume: 52 start-page: 1140 year: 2020 ident: ref_24 article-title: The impact of slippage on the data quality of head-worn eye trackers publication-title: Behav. Res. Methods doi: 10.3758/s13428-019-01307-0 – volume: 9 start-page: 1 year: 2016 ident: ref_39 article-title: ELAN Analysis Companion (EAC): A software tool for time-course analysis of ELAN-annotated data publication-title: J. Eye Mov. Res. doi: 10.16910/jemr.9.3.1 – ident: ref_23 doi: 10.1145/2638728.2641695 – ident: ref_26 – ident: ref_51 – volume: 51 start-page: 195 year: 2019 ident: ref_31 article-title: PsychoPy2: Experiments in behavior made easy publication-title: Behav. Res. Methods doi: 10.3758/s13428-018-01193-y – volume: 3 start-page: 29 year: 2020 ident: ref_21 article-title: Review of eye-tracking: A neuromarketing technique publication-title: Neurosci. Res. Notes doi: 10.31117/neuroscirn.v3i4.61 – volume: 49 start-page: 1769 year: 2016 ident: ref_33 article-title: The pyetribe: Simultaneous eyetracking for economic games publication-title: Behav. Res. Methods doi: 10.3758/s13428-016-0819-9 – ident: ref_42 – ident: ref_12 doi: 10.1016/j.jenvp.2023.102095 – volume: 57 start-page: 30 year: 2015 ident: ref_38 article-title: Visual analytics for video applications publication-title: It-Inf. Technol. – volume: 6 start-page: 363 year: 2005 ident: ref_49 article-title: Choosing the greater of two goods: Neural currencies for valuation and decision making publication-title: Nat. Rev. Neurosci. doi: 10.1038/nrn1666 – volume: 45 start-page: 679 year: 2008 ident: ref_10 article-title: Blink before and after you think: Blinks occur prior to and following cognitive load indexed by pupillary responses publication-title: Psychophysiology doi: 10.1111/j.1469-8986.2008.00681.x – volume: 162 start-page: 8 year: 2007 ident: ref_32 article-title: Psychopy—psychophysics software in python publication-title: J. Neurosci. Methods doi: 10.1016/j.jneumeth.2006.11.017 – volume: 24 start-page: 71 year: 2011 ident: ref_20 article-title: An eye-tracking study on information processing in risky decisions: Evidence for compensatory strategies based on automatic processes publication-title: J. Behav. Decis. Mak. doi: 10.1002/bdm.684 – ident: ref_40 doi: 10.5220/0005352902120219 – ident: ref_25 doi: 10.1186/s40359-020-00437-x – volume: 30 start-page: 749 year: 2013 ident: ref_13 article-title: Gaze avoidance in social anxiety disorder publication-title: Depress. Anxiety doi: 10.1002/da.22146 – volume: 30 start-page: 1053 year: 2006 ident: ref_11 article-title: Pictures and spoken descriptions elicit similar eye movements during mental imagery, both in light and in complete darkness publication-title: Cogn. Sci. doi: 10.1207/s15516709cog0000_86 – ident: ref_41 – ident: ref_6 doi: 10.1038/s41598-020-72954-z – ident: ref_35 doi: 10.3389/fnins.2013.00267 – volume: 293 start-page: 2105 year: 2001 ident: ref_48 article-title: An fMRI investigation of emotional engagement in moral judgment publication-title: Science doi: 10.1126/science.1062872 – volume: 16 start-page: 260 year: 2021 ident: ref_1 article-title: Review of eye tracking metrics involved in emotional and cognitive processes publication-title: IEEE Rev. Biomed. Eng. doi: 10.1109/RBME.2021.3066072 – ident: ref_36 doi: 10.1145/3314111.3319828 – volume: 122 start-page: 1395 year: 2019 ident: ref_44 article-title: Moral judgment and empathic/deontological guilt publication-title: Psychol. Rep. doi: 10.1177/0033294118787500 – ident: ref_45 doi: 10.1038/s42003-021-02608-x – volume: 93 start-page: 22 year: 2014 ident: ref_47 article-title: Effects of psychosocial stress on psychophysiological activity during risky decision-making in male adolescents publication-title: Int. J. Psychophysiol. doi: 10.1016/j.ijpsycho.2013.11.001 – ident: ref_3 doi: 10.1016/B978-044451020-4/50031-1 – volume: 88 start-page: 697 year: 2023 ident: ref_19 article-title: Modeling eye movements during decision making: A review publication-title: Psychometrika doi: 10.1007/s11336-022-09876-4 – ident: ref_34 doi: 10.3389/fnins.2010.00179 – volume: 46 start-page: 913 year: 2013 ident: ref_30 article-title: Pygaze: An open-source, cross-platform toolbox for minimal-effort programming of eyetracking experiments publication-title: Behav. Res. Methods doi: 10.3758/s13428-013-0422-2 – volume: 28 start-page: 40 year: 2025 ident: ref_27 article-title: A DICOM-based Standard for Quantitative Physical Rehabilitation publication-title: Comput. Struct. Biotechnol. J. doi: 10.1016/j.csbj.2025.01.012 – ident: ref_14 doi: 10.1371/journal.pone.0188826 – volume: 13 start-page: 261 year: 2012 ident: ref_2 article-title: Gaze and eye-tracking solutions for psychological research publication-title: Cogn. Process. doi: 10.1007/s10339-012-0499-z – ident: ref_22 doi: 10.22336/rjo.2023.2 – ident: ref_53 doi: 10.1001/jama.2013.281053 – ident: ref_29 – volume: 204 start-page: 256 year: 2019 ident: ref_9 article-title: Spontaneous blink rate as an index of attention and emotion during film clips viewing publication-title: Physiol. Behav. doi: 10.1016/j.physbeh.2019.02.037 – ident: ref_46 – volume: 123 start-page: 58 year: 2018 ident: ref_8 article-title: Spontaneous eye blink rate: An index of dopaminergic component of sustained attention and fatigue publication-title: Int. J. Psychophysiol. doi: 10.1016/j.ijpsycho.2017.11.009 – volume: Volume 465 start-page: 02060 year: 2023 ident: ref_15 article-title: Design and Development of Eye Tracking System for Children with Autism publication-title: Proceedings of the E3S Web of Conferences doi: 10.1051/e3sconf/202346502060 – ident: ref_7 doi: 10.5334/joc.18 – volume: 581 start-page: 893 year: 2007 ident: ref_16 article-title: The application of eye-tracking technology in the study of autism publication-title: J. Physiol. doi: 10.1113/jphysiol.2007.133587 – ident: ref_18 doi: 10.3791/50780 – ident: ref_5 doi: 10.1073/pnas.2403858121 – ident: ref_37 doi: 10.14569/IJACSA.2022.0130941 – ident: ref_43 – volume: 2 start-page: 84 year: 2007 ident: ref_50 article-title: Selective deficit in personal moral judgment following damage to ventromedial prefrontal cortex publication-title: Soc. Cogn. Affect. Neurosci. doi: 10.1093/scan/nsm001 |
| SSID | ssj0002512434 |
| Score | 2.298492 |
| Snippet | Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual’s eye movements... Eye tracking is a tool that is widely used in scientific research, enabling the acquisition of precise and detailed data on an individual's eye movements... |
| SourceID | doaj unpaywall pubmedcentral proquest pubmed crossref |
| SourceType | Open Website Open Access Repository Aggregation Database Index Database |
| StartPage | 35 |
| SubjectTerms | cognitive psychology computational psychology eye tracking moral decision making psychometrics |
| SummonAdditionalLinks | – databaseName: Unpaywall dbid: UNPAY link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB7BVgIuvB_LS0biAIe0iV9xuC10ywrUqlJZqZyisTMRiCqtSlZV-fWMk-yqWyoB18SJ7XnY33jszwCvXSGx8rJItPaOA5TUJQ4Lk-SVTAOpYHIZDyfv7tnZXH86NIcDSVI8C3Mhf684HN9asjratKPuvA4b1jDoHsHGfG9_8jVeHWdzxZW4vCfuueqrtTmno-a_Ck_-uS3y5qI5wfMzPDq6MOfs3IHZsrX9VpMfm4vWb4Zfl4gc_6E7d-H2gDvFpDeUe3CNmvtwY3fIrD-Azwf70-n2OzERHyOFdVSdmLN5im7JsMZA4oBH7DM8JcE4VwwHDHjiE9NzEjzlhbjoLraxxYcw35l--TBLhosWkqC0bhP2wTxSf9V5npqqyrzTZIykrCBXo658KLxUIUXtWTg8RKKp0FBGtdU1EapHMGqOG3oCos4qJVVhi9ppHbz3mKUFkUVJHtHiGN4sVVGe9HwaJcchUTjlJeGM4X1U1apYJMLuHrBAy8GvSlOlRiLjWAyaQ2GPIRgXMVIWV3grru_VUtElO07MhmBDx4ufJY89imNZrfMxPO4Vv6qK_2SNstwEt2YSa21Zf9N8_9aRc2eMqGIqegxvV9bzt54-_Y-yz-CWjFcQR7pJ-xxG7emCXjAuav3LwSd-A1jnDOY priority: 102 providerName: Unpaywall |
| Title | SPEED: A Graphical User Interface Software for Processing Eye Tracking Data |
| URI | https://www.ncbi.nlm.nih.gov/pubmed/40265365 https://www.proquest.com/docview/3193717447 https://pubmed.ncbi.nlm.nih.gov/PMC12015838 https://doi.org/10.3390/neurosci6020035 https://doaj.org/article/5d052a013ac4402bacc58155410b01da |
| UnpaywallVersion | publishedVersion |
| Volume | 6 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ : Directory of Open Access Journals [open access] customDbUrl: eissn: 2673-4087 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0002512434 issn: 2673-4087 databaseCode: DOA dateStart: 20200101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2673-4087 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0002512434 issn: 2673-4087 databaseCode: M~E dateStart: 20200101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVAQN databaseName: PubMed Central : All journals [free access] customDbUrl: eissn: 2673-4087 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0002512434 issn: 2673-4087 databaseCode: RPM dateStart: 20220101 isFulltext: true titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/ providerName: National Library of Medicine |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Na9wwEBUhgbSXkqZfbtNFhR7ag4mtL0u5bZtNQ0pCIF1IT2YkjWkhOCHdJeTfd2R7l922kEuvtrGlefLMm5H0xNh76wREL1yulLeUoBQ2t-B0XkVRBJRBVyJtTj49M8dTdXKpL1eO-kprwnp54N5w-zoWWgARFQiKch0PIWibgmCZSnixo0aFdSvJVPLBKWorqXotH0l5_f5CHtIUnQboWhjq1Pr_RTH_Xin5aN7ewP0dXF2thKGjHfZk4I983Lf7KdvAdpdtnw4z5M_Y14vzyeTwgI_5lyRFnSDgUxpmvCv9NRCQX5DnvYNb5MRX-bBRgAIYn9wjp9AVUvGcH8IMnrPp0eTb5-N8ODAhD1KpWU7_UpUkvJqqKnSMpbcKtRZYOrQNqOiD80KGApSnHpGrAx1BY4mNUQ0iyBdss71u8RXjTRmlkM64xioVvPdQFg7RgEAPYCBjHxb2q296XYya8olk6voPU2fsU7Lv8rEkaN1dIJjrAeb6IZgz9m6BTk0_QJrVgBav579q8iGSclKlqoy97NFaforeZLQ01AS7huNaW9bvtD9_dCLbJTGjNKWcsY9LyB_q6ev_0dM37LFIZwwnPUmzxzZnt3N8S8Rn5kfdGB91FakR25qenY-__wZ-iARr |
| linkProvider | Directory of Open Access Journals |
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB7BVgIuvB_LS0biAIe0iV9xuC10ywrUqlJZqZyisTMRiCqtSlZV-fWMk-yqWyoB18SJ7XnY33jszwCvXSGx8rJItPaOA5TUJQ4Lk-SVTAOpYHIZDyfv7tnZXH86NIcDSVI8C3Mhf684HN9asjratKPuvA4b1jDoHsHGfG9_8jVeHWdzxZW4vCfuueqrtTmno-a_Ck_-uS3y5qI5wfMzPDq6MOfs3IHZsrX9VpMfm4vWb4Zfl4gc_6E7d-H2gDvFpDeUe3CNmvtwY3fIrD-Azwf70-n2OzERHyOFdVSdmLN5im7JsMZA4oBH7DM8JcE4VwwHDHjiE9NzEjzlhbjoLraxxYcw35l--TBLhosWkqC0bhP2wTxSf9V5npqqyrzTZIykrCBXo658KLxUIUXtWTg8RKKp0FBGtdU1EapHMGqOG3oCos4qJVVhi9ppHbz3mKUFkUVJHtHiGN4sVVGe9HwaJcchUTjlJeGM4X1U1apYJMLuHrBAy8GvSlOlRiLjWAyaQ2GPIRgXMVIWV3grru_VUtElO07MhmBDx4ufJY89imNZrfMxPO4Vv6qK_2SNstwEt2YSa21Zf9N8_9aRc2eMqGIqegxvV9bzt54-_Y-yz-CWjFcQR7pJ-xxG7emCXjAuav3LwSd-A1jnDOY |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=SPEED%3A+A+Graphical+User+Interface+Software+for+Processing+Eye+Tracking+Data&rft.jtitle=NeuroSci&rft.au=Lozzi%2C+Daniele&rft.au=Di+Pompeo%2C+Ilaria&rft.au=Marcaccio%2C+Martina&rft.au=Ademaj%2C+Matias&rft.date=2025-04-16&rft.issn=2673-4087&rft.eissn=2673-4087&rft.volume=6&rft.issue=2&rft_id=info:doi/10.3390%2Fneurosci6020035&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2673-4087&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2673-4087&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2673-4087&client=summon |