cs.CVOct 14, 2026

Feasibility of a Patient-Specific Digital Twin for Ventriculoperitoneal Shunt Trajectory Planning

Authors: Kritsanavis Chongsrid, Vich Yindeedej, Supaporn Konmun, Xulei Yang, Si Yong Yeo

Organizations: MedVisAI Lab, Singapore. · Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore. · Centre of AI in Medicine, Singapore. · A*STAR Institute of Advanced Intelligence and Computing (A*STAR IAIC), Agency for Science, Technology and Research (A*STAR), Singapore. · 

Abstract

Catheter obstruction is the commonest cause of shunt failure; freehand insertion at Keen's point leaves the tip free in cerebrospinal fluid in only one case in ten. We built a digital twin that reconstructs skull, scalp, ear and ventricles from preoperative CT by deterministic geometry, searches every entry around Keen's point for the perpendicular trajectory with the longest intraventricular length under safety constraints, and returns the plan as two ruler measurements from the ear and two depths. Executed freehand in 11 consecutive adults (IDEAL Stage 2a), it achieved Hayhurst Grade 1 placement in 10 of 11 against 22 of 213 historically (p = 9 x 10^-9), median entry and angular deviations 2.5 mm and 5.9 degrees, 1.4 cm more intraventricular catheter than Keen's point, and no intraoperative complication. The technique was unchanged; the gain came from choosing entry and depth per patient. Whether it lowers revision is the next stage's hypothesis.

Explore similar work

CardsList
  1. An Uncertainty-Guided Digital Twin Framework for Online Adaptive Proton Therapy in Head and Neck Cancer: A Feasibility Study

    Sep 30, 2026Yizhou Wu, Ryan J. Sanford, Huiqiao Xie +12HealthcareDigital Twins

  2. Patient-Specific Articulated Digital Twins from a Single Full-Body CT Scan

    Jul 2, 2026Han Zhang, Boyang Zhao, Mathias UnberathDigital TwinsComputed Tomography

  3. DuoPIC: Uncertainty-Aware Voxel-Level Digital Twins of Cerebral Perfusion with Transport PDEs in Acute Stroke

    Oct 20, 2026Anh Duong Tran, Quang-Anh N. D., Toan Sy Pham +4Digital TwinsMedical Image Analysis