Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders
In the proposed project, we expect to improve diagnosis and treatment for patients suffering from neurodegenerative diseases by establishing a new biomarker based on deep learning and big data outputs. We will use brain age, a neuroimaging-derived marker of brain health which has previously rarely b...
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| Format: | Article |
| Language: | English |
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Pensoft Publishers
2025-05-01
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| Series: | Research Ideas and Outcomes |
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| Online Access: | https://riojournal.com/article/156738/download/pdf/ |
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| _version_ | 1850137109356085248 |
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| author | Max Korbmacher |
| author_facet | Max Korbmacher |
| author_sort | Max Korbmacher |
| collection | DOAJ |
| description | In the proposed project, we expect to improve diagnosis and treatment for patients suffering from neurodegenerative diseases by establishing a new biomarker based on deep learning and big data outputs. We will use brain age, a neuroimaging-derived marker of brain health which has previously rarely been tested longitudinally, but not in neurodegenerative disorders. The analyses will help to assess treatment response as well as stratifying and sub-typing neurodegenerative disease, based on brain structural characteristics in addition to multiple other markers of disease expression. |
| format | Article |
| id | doaj-art-eaf1821044a04dc8b5a8ef22f046a08a |
| institution | OA Journals |
| issn | 2367-7163 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Pensoft Publishers |
| record_format | Article |
| series | Research Ideas and Outcomes |
| spelling | doaj-art-eaf1821044a04dc8b5a8ef22f046a08a2025-08-20T02:30:56ZengPensoft PublishersResearch Ideas and Outcomes2367-71632025-05-011111310.3897/rio.11.e156738156738Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disordersMax Korbmacher0Western Norway University of Applied SciencesIn the proposed project, we expect to improve diagnosis and treatment for patients suffering from neurodegenerative diseases by establishing a new biomarker based on deep learning and big data outputs. We will use brain age, a neuroimaging-derived marker of brain health which has previously rarely been tested longitudinally, but not in neurodegenerative disorders. The analyses will help to assess treatment response as well as stratifying and sub-typing neurodegenerative disease, based on brain structural characteristics in addition to multiple other markers of disease expression.https://riojournal.com/article/156738/download/pdf/magnetic resonance imagingneurodegenerative diso |
| spellingShingle | Max Korbmacher Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders Research Ideas and Outcomes magnetic resonance imaging neurodegenerative diso |
| title | Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders |
| title_full | Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders |
| title_fullStr | Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders |
| title_full_unstemmed | Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders |
| title_short | Brain age as an imaging-based diagnostic and treatment biomarker of neurodegenerative disorders |
| title_sort | brain age as an imaging based diagnostic and treatment biomarker of neurodegenerative disorders |
| topic | magnetic resonance imaging neurodegenerative diso |
| url | https://riojournal.com/article/156738/download/pdf/ |
| work_keys_str_mv | AT maxkorbmacher brainageasanimagingbaseddiagnosticandtreatmentbiomarkerofneurodegenerativedisorders |