Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images
The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically anal...
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| creator | González Gómez Dulce, I. Moreno Barbosa, E. Hernández, Mario Iván Martínez Méndez, José Ramos Silvia, Hidalgo Tobón Pilar, Dies Suarez Eduardo, Barragán Pérez Benito, De Celis Alonso |
| description | The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically analysed this region. Male right handed volunteers (infants with ages between 7 and 11 years old) were studied and compared with age matched controls. Statistical differences between the values of the absolute integrated wavelet spectrum were found and showed significant differences (p |
| doi_str_mv | 10.1063/1.4901373 |
| format | Conference Proceeding |
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Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically analysed this region. Male right handed volunteers (infants with ages between 7 and 11 years old) were studied and compared with age matched controls. Statistical differences between the values of the absolute integrated wavelet spectrum were found and showed significant differences (p<0.0015) between groups. This difference might help in the future to distinguish healthy from ADHD patients and therefore diagnose ADHD. Even if results were statistically significant, the small size of the sample limits the applicability of this methods as it is presented here, and further work with larger samples and using freely available datasets must be done.</description><identifier>ISSN: 0094-243X</identifier><identifier>EISSN: 1551-7616</identifier><identifier>DOI: 10.1063/1.4901373</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>60 APPLIED LIFE SCIENCES ; Attention Deficit Hyperactivity Disorder ; CEREBELLUM ; Children ; COMPARATIVE EVALUATIONS ; DIAGNOSIS ; INFANTS ; MALES ; NMR ; NMR SPECTRA ; NUCLEAR MAGNETIC RESONANCE ; PATIENTS ; Statistical analysis ; Statistical methods ; Wavelet analysis</subject><ispartof>AIP conference proceedings, 2014, Vol.1626 (1), p.120</ispartof><rights>2014 AIP Publishing LLC.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,309,310,314,777,781,786,787,882,23911,23912,25121,27905,27906</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/22390509$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>González Gómez Dulce, I.</creatorcontrib><creatorcontrib>Moreno Barbosa, E.</creatorcontrib><creatorcontrib>Hernández, Mario Iván Martínez</creatorcontrib><creatorcontrib>Méndez, José Ramos</creatorcontrib><creatorcontrib>Silvia, Hidalgo Tobón</creatorcontrib><creatorcontrib>Pilar, Dies Suarez</creatorcontrib><creatorcontrib>Eduardo, Barragán Pérez</creatorcontrib><creatorcontrib>Benito, De Celis Alonso</creatorcontrib><title>Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images</title><title>AIP conference proceedings</title><description>The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically analysed this region. Male right handed volunteers (infants with ages between 7 and 11 years old) were studied and compared with age matched controls. Statistical differences between the values of the absolute integrated wavelet spectrum were found and showed significant differences (p<0.0015) between groups. This difference might help in the future to distinguish healthy from ADHD patients and therefore diagnose ADHD. Even if results were statistically significant, the small size of the sample limits the applicability of this methods as it is presented here, and further work with larger samples and using freely available datasets must be done.</description><subject>60 APPLIED LIFE SCIENCES</subject><subject>Attention Deficit Hyperactivity Disorder</subject><subject>CEREBELLUM</subject><subject>Children</subject><subject>COMPARATIVE EVALUATIONS</subject><subject>DIAGNOSIS</subject><subject>INFANTS</subject><subject>MALES</subject><subject>NMR</subject><subject>NMR SPECTRA</subject><subject>NUCLEAR MAGNETIC RESONANCE</subject><subject>PATIENTS</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>Wavelet analysis</subject><issn>0094-243X</issn><issn>1551-7616</issn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2014</creationdate><recordtype>conference_proceeding</recordtype><recordid>eNpFUE1LAzEUDKJgrR78BwHPW_OxSTbH0morFLwoeFvepi_uljWpm9TSf--KgqeBmWHmvSHklrMZZ1re81lpGZdGnpEJV4oXRnN9TiaM2bIQpXy7JFcp7RgT1phqQvKy8x4HDA5pg_mIGGiL0Of2RF3b9dtRohC2dL5cL2kDCbc0BnqEL-wx07RHlwfoRwv0p9QlGj0NB9cjDPQD3gPmztEBUwzwU9GNHKZrcuGhT3jzh1Py-vjwslgXm-fV02K-KaIodS68UujBViU2yIBbgWCdErJyDq01GlCDcQIUGiY1M02pPHIYd0CtGgA5JXe_uTHlrk6uy-haF0MYj66FkJYpZv9d-yF-HjDlehcPw_hPqgUXWjFZVkJ-AwuVaYs</recordid><startdate>20141107</startdate><enddate>20141107</enddate><creator>González Gómez Dulce, I.</creator><creator>Moreno Barbosa, E.</creator><creator>Hernández, Mario Iván Martínez</creator><creator>Méndez, José Ramos</creator><creator>Silvia, Hidalgo Tobón</creator><creator>Pilar, Dies Suarez</creator><creator>Eduardo, Barragán Pérez</creator><creator>Benito, De Celis Alonso</creator><general>American Institute of Physics</general><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><scope>OTOTI</scope></search><sort><creationdate>20141107</creationdate><title>Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images</title><author>González Gómez Dulce, I. ; Moreno Barbosa, E. ; Hernández, Mario Iván Martínez ; Méndez, José Ramos ; Silvia, Hidalgo Tobón ; Pilar, Dies Suarez ; Eduardo, Barragán Pérez ; Benito, De Celis Alonso</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-o246t-f55efa984ebe0a192ea9c5238cce9976ae6a7c2a5e703607b45fe1a106e65baa3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2014</creationdate><topic>60 APPLIED LIFE SCIENCES</topic><topic>Attention Deficit Hyperactivity Disorder</topic><topic>CEREBELLUM</topic><topic>Children</topic><topic>COMPARATIVE EVALUATIONS</topic><topic>DIAGNOSIS</topic><topic>INFANTS</topic><topic>MALES</topic><topic>NMR</topic><topic>NMR SPECTRA</topic><topic>NUCLEAR MAGNETIC RESONANCE</topic><topic>PATIENTS</topic><topic>Statistical analysis</topic><topic>Statistical methods</topic><topic>Wavelet analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>González Gómez Dulce, I.</creatorcontrib><creatorcontrib>Moreno Barbosa, E.</creatorcontrib><creatorcontrib>Hernández, Mario Iván Martínez</creatorcontrib><creatorcontrib>Méndez, José Ramos</creatorcontrib><creatorcontrib>Silvia, Hidalgo Tobón</creatorcontrib><creatorcontrib>Pilar, Dies Suarez</creatorcontrib><creatorcontrib>Eduardo, Barragán Pérez</creatorcontrib><creatorcontrib>Benito, De Celis Alonso</creatorcontrib><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>OSTI.GOV</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>González Gómez Dulce, I.</au><au>Moreno Barbosa, E.</au><au>Hernández, Mario Iván Martínez</au><au>Méndez, José Ramos</au><au>Silvia, Hidalgo Tobón</au><au>Pilar, Dies Suarez</au><au>Eduardo, Barragán Pérez</au><au>Benito, De Celis Alonso</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images</atitle><btitle>AIP conference proceedings</btitle><date>2014-11-07</date><risdate>2014</risdate><volume>1626</volume><issue>1</issue><epage>120</epage><issn>0094-243X</issn><eissn>1551-7616</eissn><abstract>The main goal of this project was to create a computer algorithm based on wavelet analysis of region of homogeneity images obtained during resting state studies. Ideally it would automatically diagnose ADHD. Because the cerebellum is an area known to be affected by ADHD, this study specifically analysed this region. Male right handed volunteers (infants with ages between 7 and 11 years old) were studied and compared with age matched controls. Statistical differences between the values of the absolute integrated wavelet spectrum were found and showed significant differences (p<0.0015) between groups. This difference might help in the future to distinguish healthy from ADHD patients and therefore diagnose ADHD. Even if results were statistically significant, the small size of the sample limits the applicability of this methods as it is presented here, and further work with larger samples and using freely available datasets must be done.</abstract><cop>Melville</cop><pub>American Institute of Physics</pub><doi>10.1063/1.4901373</doi><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 0094-243X |
| ispartof | AIP conference proceedings, 2014, Vol.1626 (1), p.120 |
| issn | 0094-243X 1551-7616 |
| language | eng |
| recordid | cdi_osti_scitechconnect_22390509 |
| source | AIP Journals Complete |
| subjects | 60 APPLIED LIFE SCIENCES Attention Deficit Hyperactivity Disorder CEREBELLUM Children COMPARATIVE EVALUATIONS DIAGNOSIS INFANTS MALES NMR NMR SPECTRA NUCLEAR MAGNETIC RESONANCE PATIENTS Statistical analysis Statistical methods Wavelet analysis |
| title | Difference between healthy children and ADHD based on wavelet spectral analysis of nuclear magnetic resonance images |
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