All tools

Each tool runs in the browser, explains its prediction, and states how it was validated. Research and educational use only.

Vascular

More on vascular tools

WEB OcclusionPredict 6-month BOSS occlusion grade and adequate occlusion after Woven EndoBridge (WEB) treatment from aneurysm and device measurements.Open the tool →Coil RecanalizationIndividualized risk of major recanalization after endovascular coiling over 12 to 48 months, with packing density what-ifs. C-index 0.83 on 3,530 aneurysms.Open the tool →GIA StrategyPredicted good functional outcome (mRS 0-3) for clip only, bypass and clip, or bypass and parent artery occlusion in giant intracranial aneurysms.Open the tool →Moyamoya Ischemic RiskPredict postoperative ischemic events after direct cerebral bypass for moyamoya from preoperative and POD-1 angiographic features, with per-input risk attribution.Open the tool →

Skull base

More on skull base tools

CraniopharyngiomaPredict tumor recurrence and permanent diabetes insipidus after craniopharyngioma surgery, with SHAP explanations and an extent-of-resection trade-off.Open the tool →Tuberculum Sella MeningiomaCompare endoscopic and transcranial plans for tuberculum sellae meningioma, from partial to gross-total resection, and predict post-op visual improvement.Open the tool →

Spine

More on spine tools

Spine ASDTime-to-event risk of adjacent segment disease after lumbar fusion at 1, 2, 3 and 5 years, from sagittal alignment, levels fused and surgical technique.Open the tool →

Pediatric

More on pediatric tools

Open Spina BifidaFrom findings at birth, predict frailty and the chance of survival at ages 5, 25, 35 and 40 for children born with open spina bifida.Open the tool →

Intraoperative

More on intraoperative tools

iUS BrainShiftDeep learning that predicts and visualizes intraoperative brain shift from paired pre- and post-resection ultrasound sweeps. Babel et al., Operative Neurosurgery 2026.Open the tool →

Maternal

More on maternal tools

MatLevel-CDSCounty-level map and decision support for ACOG levels of maternal care: drive time to Level III care, maternity care deserts and postpartum complication risk.Open the tool →

Medicolegal

More on medicolegal tools

Surgical Claims ForecasterWhen a surgical malpractice claim is likely to be paid, how much, and whether trial is worth the risk. Trained on NPDB payment reports, backtested on unseen years.Open the tool →

Studios

PediaHeartPediaHeart turns a pediatric congenital heart disease CT or MRI into a labeled 3D heart with an automatic segmental anatomy readout in Van Praagh notation and a quality check.Open the tool →EHRSynthUpload a clinical CSV, train a stage-conditional diffusion model and generate privacy-preserving synthetic patients, with fidelity, privacy and TSTR evaluation.Open the tool →ManuscriptAIPredict the chance a bioRxiv or medRxiv preprint is published within 90 days to 2 years, with time to publication, journal recommendations and SHAP feedback.Open the tool →HBOT SuiteThree machine learning calculators for hyperbaric oxygen therapy programs: fraud-exclusion risk, Medicare denial risk and next-year billing trajectory.Open the tool →