Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component.
<p>Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , , , , |
| منشور في: |
2025
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| الموضوعات: | |
| الوسوم: |
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| _version_ | 1852015850975920128 |
|---|---|
| author | Shashwat Kumar (19120858) |
| author2 | Arafat Rahman (8065562) Robert Gutierrez (13468839) Sarah Livermon (20521320) Allison N. McCrady (21011573) Silvia Blemker (4599205) Rebecca Scharf (412340) Anuj Srivastava (121692) Laura E. Barnes (7514804) |
| author2_role | author author author author author author author author |
| author_facet | Shashwat Kumar (19120858) Arafat Rahman (8065562) Robert Gutierrez (13468839) Sarah Livermon (20521320) Allison N. McCrady (21011573) Silvia Blemker (4599205) Rebecca Scharf (412340) Anuj Srivastava (121692) Laura E. Barnes (7514804) |
| author_role | author |
| dc.creator.none.fl_str_mv | Shashwat Kumar (19120858) Arafat Rahman (8065562) Robert Gutierrez (13468839) Sarah Livermon (20521320) Allison N. McCrady (21011573) Silvia Blemker (4599205) Rebecca Scharf (412340) Anuj Srivastava (121692) Laura E. Barnes (7514804) |
| dc.date.none.fl_str_mv | 2025-10-10T17:44:03Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0332383.t003 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Performance_comparison_for_different_algorithms_reported_in_terms_of_bootstrapped_canonical_correlation_of_each_component_/30333200 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biochemistry Neuroscience Physiology Biotechnology Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified spinal muscular atrophy related degenerative changes partial least squares muscle fat infiltration duchenne muscular dystrophy based functional index align movement trajectories monitor treatment response limb length variations dmd ), continue div >< p approach uses shape pediatric movement data motor function score motion asymmetry pattern motor function movement speed treatment efficacy motion speed including variations brooke score wearable devices subjective measures r </ principal components objective assessment neuromuscular disorders matched controls healthy controls driven method disease progression daily activities covariation mode confounding factors complex due combined projections clinical assessments canonical correlation 94 ]) |
| dc.title.none.fl_str_mv | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_7a4571ac36da27353a2dc908b2d1b64a |
| identifier_str_mv | 10.1371/journal.pone.0332383.t003 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30333200 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component.Shashwat Kumar (19120858)Arafat Rahman (8065562)Robert Gutierrez (13468839)Sarah Livermon (20521320)Allison N. McCrady (21011573)Silvia Blemker (4599205)Rebecca Scharf (412340)Anuj Srivastava (121692)Laura E. Barnes (7514804)BiochemistryNeurosciencePhysiologyBiotechnologyBiological Sciences not elsewhere classifiedChemical Sciences not elsewhere classifiedspinal muscular atrophyrelated degenerative changespartial least squaresmuscle fat infiltrationduchenne muscular dystrophybased functional indexalign movement trajectoriesmonitor treatment responselimb length variationsdmd ), continuediv >< papproach uses shapepediatric movement datamotor function scoremotion asymmetry patternmotor functionmovement speedtreatment efficacymotion speedincluding variationsbrooke scorewearable devicessubjective measuresr </principal componentsobjective assessmentneuromuscular disordersmatched controlshealthy controlsdriven methoddisease progressiondaily activitiescovariation modeconfounding factorscomplex duecombined projectionsclinical assessmentscanonical correlation94 ])<p>Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component.</p>2025-10-10T17:44:03ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0332383.t003https://figshare.com/articles/dataset/Performance_comparison_for_different_algorithms_reported_in_terms_of_bootstrapped_canonical_correlation_of_each_component_/30333200CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/303332002025-10-10T17:44:03Z |
| spellingShingle | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. Shashwat Kumar (19120858) Biochemistry Neuroscience Physiology Biotechnology Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified spinal muscular atrophy related degenerative changes partial least squares muscle fat infiltration duchenne muscular dystrophy based functional index align movement trajectories monitor treatment response limb length variations dmd ), continue div >< p approach uses shape pediatric movement data motor function score motion asymmetry pattern motor function movement speed treatment efficacy motion speed including variations brooke score wearable devices subjective measures r </ principal components objective assessment neuromuscular disorders matched controls healthy controls driven method disease progression daily activities covariation mode confounding factors complex due combined projections clinical assessments canonical correlation 94 ]) |
| status_str | publishedVersion |
| title | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| title_full | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| title_fullStr | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| title_full_unstemmed | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| title_short | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| title_sort | Performance comparison for different algorithms reported in terms of bootstrapped canonical correlation of each component. |
| topic | Biochemistry Neuroscience Physiology Biotechnology Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified spinal muscular atrophy related degenerative changes partial least squares muscle fat infiltration duchenne muscular dystrophy based functional index align movement trajectories monitor treatment response limb length variations dmd ), continue div >< p approach uses shape pediatric movement data motor function score motion asymmetry pattern motor function movement speed treatment efficacy motion speed including variations brooke score wearable devices subjective measures r </ principal components objective assessment neuromuscular disorders matched controls healthy controls driven method disease progression daily activities covariation mode confounding factors complex due combined projections clinical assessments canonical correlation 94 ]) |