fNIRS-derived neurocognitive ratio as a biomarker for neuropsychiatric diseases

Creative Commons License

AKIN A.

NEUROPHOTONICS, cilt.8, sa.3, 2021 (SCI-Expanded) identifier identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 8 Sayı: 3
  • Basım Tarihi: 2021
  • Doi Numarası: 10.1117/1.nph.8.3.035008
  • Dergi Adı: NEUROPHOTONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Compendex, EMBASE, INSPEC, Directory of Open Access Journals
  • Anahtar Kelimeler: fNIRS, neuropsychiatric diseases, functional connectivity, global efficiency, cognitive quotient, neurocognitive ratio, NEAR-INFRARED SPECTROSCOPY, FUNCTIONAL CONNECTIVITY, COGNITIVE NEUROSCIENCE, BRAIN, NETWORKS, DIAGNOSIS, TASK, CLASSIFICATION, INTERFERENCE, INTELLIGENCE
  • Acıbadem Mehmet Ali Aydınlar Üniversitesi Adresli: Evet

Özet

Significance: Clinical use of fNIRS -derived features has always suffered low sensitivity and specificity due to signal contamination from background systemic physiological fluctuations. We provide an algorithm to extract cognition-related features by eliminating the effect of background signal contamination, hence improving the classification accuracy.