Pedro S. Marra

Topological data analysis (TDA) enhances bispectral EEG (BSEEG) algorithm for detection of delirium

Takehiko Yamanashi, Mari Kajitani, Masaaki Iwata et al. · Scientific Reports · 2021 · 37 citations · Full text

Medicine, Geriatric Medicine, Neuroscience +15

Evaluation of point-of-care thumb-size bispectral electroencephalography device to quantify delirium severity and predict mortality

Takehiko Yamanashi, Kaitlyn J. Crutchley, Nadia E. Wahba et al. · The British Journal of Psychiatry · 2021 · 29 citations

Medicine, Geriatric Medicine, Geriatric Assessment +16

DNA methylation in the inflammatory genes after neurosurgery and diagnostic ability of post-operative delirium

Takehiko Yamanashi, Takaaki Nagao, Nadia E. Wahba et al. · Translational Psychiatry · 2021 · 26 citations · Full text

Medicine, Neurological Surgery, Neurosurgery +17

Can we rely on artificial intelligence to guide antimicrobial therapy? A systematic literature review

Sulwan Algain, Alexandre R. Marra, Takaaki Kobayashi et al. · Antimicrobial Stewardship & Healthcare Epidemiology · 2025 · 23 citations · Full text

Pharmacy, Health Informatics, Infectious Diseases +16

New Cutoff Scores for Delirium Screening Tools to Predict Patient Mortality

Takehiko Yamanashi, Masaaki Iwata, Kaitlyn J. Crutchley et al. · Journal of the American Geriatrics Society · 2020 · 18 citations

Medicine, Geriatric Medicine, Geriatric Assessment +14