“…Over past decades, many review publications summarized the efforts in studying hemodynamic factors on the pathophysiology of CAs, including varying risks associated with aneurysmal sac locations, high risk aneurysm morphologies, pre- and post-treatment states, and arterial blood flow conditions in vivo , in vitro , and in silico ( Sforza et al, 2009b ; Nieuwkamp et al, 2009 ; Nixon et al, 2010 ; Aoki and Nishimura, 2011 ; Jeong and Rhee, 2012 ; Fennell et al, 2016 ; Sheikh et al, 2020 ; Yu et al, 2021 ; Yi et al, 2022a ). Although transcranial Doppler velocimetry (TDV), as a non-invasive in vivo manner, can be used to assess cerebral mean blood flow velocity in the cerebral arteries ( Aaslid et al, 1982 ; Hart and Haluszkiewicz, 2000 ; Conde-Agudelo et al, 2015 ), this approach can only obtain values in limited local regions of the cerebral arteries rather than a thorough blood flow distribution in the arteries.…”