1. Department of Surgery, Section of Neurosurgery, Aga Khan University Hospital, Karachi, Sindh, Pakistan
2. Medical College, Aga Khan University Hospital, Karachi, Sindh, Pakistan
3. Medical College, Peoples University of Medical and Health Sciences for Women, Karachi, Sindh, Pakistan
4. Department of Diagnostic Radiology, Queen’s University, Kingston General Hospital, Kingston, Canada
5. Department of Neurology, Massachusetts General Hospital, Boston, United States
6. Hyperfine, Inc., Guilford, United States.