[1] Brown Univ, Warren Alpert Med Sch, Providence, RI 02912 USA
[2] Brown Univ, Ctr Biomed Informat, Providence, RI 02912 USA
[3] Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA USA
[4] Geisinger Hlth, Neurosci Inst, Danville, PA USA
[5] Rhode Isl Qual Inst, Providence, RI USA
[6] Rhode Isl Hosp, Dept Neurosurg, Providence, RI 02903 USA
[7] Brown Univ, Dept Neurosurg, Warren Alpert Med Sch, Lifespan Hlth Syst, 593 Eddy St,APC7, Providence, RI 02903 USA