Better Outcomes Before, During, and After Surgery
AI-powered risk profiles give surgical teams the predictive intelligence they need for surgical office consultations, pre-procedure assessment and planning, and post-surgical transitions—validated across 15+ service lines.
Reallocating Resources: By the Numbers
Not a Generic Risk Calculator
Most surgical risk tools apply a single model across all procedures. That means a knee replacement and a cardiac bypass use the same risk-estimate formula, missing the clinical nuances that drive outcomes. HealthVision provides estimates for relevant risks tailored to each individual patient, accounting for their unique history and the specific procedure being performed rather than relying on broad population averages.
Need
Reduce post-operative complications
Surgeons and care teams struggle to have a full risk profile and can miss signals buried in the record. During busy clinic days, it can be difficult to find the time to search every note and prior hospitalization to understand the patient's underlying risks and set appropriate pre-procedure optimization plans.
Solution
Service line specific risk predictions and AI Summaries
Instead of the usual surgical risk score that applies one model across all procedures, each model is built around the clinical realities of its specialty and the planned procedure. The factors that influence outcomes in cardiac surgery differ significantly from those in orthopedics, neurosurgery, or bariatric procedures. The surgery-specific AI summary extracts, condenses, and summarizes salient points for time-strapped clinicians.
Solution
Service line specific risk predictions and AI Summaries
Instead of the usual surgical risk score that applies one model across all procedures, each model is built around the clinical realities of its specialty and the planned procedure. The factors that influence outcomes in cardiac surgery differ significantly from those in orthopedics, neurosurgery, or bariatric procedures. The surgery-specific AI summary extracts, condenses, and summarizes salient points for time-strapped clinicians.
Need
Precisely reflect patient disease burden with diagnoses capture
Surgical and pre-op clinic settings often miss opportunities to document the full spectrum of a patient's conditions, leading to an incomplete picture of disease burden and lost revenue.
Solution
Find missed diagnoses in surgical/pre-op clinic and inhospital
Focus on caring rather than documentation with in-workflow flags for potentially missed diagnoses. HealthVision uses state of the art generative AI to blend coding and documentation rules with patient data extracted from the chart. Improved documentation more accurately reflects level of care delivered.
Solution
Find missed diagnoses in surgical/pre-op clinic and inhospital
Focus on caring rather than documentation with in-workflow flags for potentially missed diagnoses. HealthVision uses state of the art generative AI to blend coding and documentation rules with patient data extracted from the chart. Improved documentation more accurately reflects level of care delivered.
Need
Surface the factors driving the risk—no black box predictions
Clinicians are understandably skeptical of opaque risk scores that provide a number without clinical context. Without understanding why a patient is flagged as high risk, surgical teams can't take meaningful pre-operative action.
Solution
Build trust with traceable factors driving each risk prediction
Risk profiles identify the specific factors influencing each prediction, giving surgical teams the opportunity to address risk proactively before the patient enters the OR. Every risk driver is traceable to its source in the chart.
Solution
Build trust with traceable factors driving each risk prediction
Risk profiles identify the specific factors influencing each prediction, giving surgical teams the opportunity to address risk proactively before the patient enters the OR. Every risk driver is traceable to its source in the chart.
Predictive Triage Before the OR
When a surgery is scheduled, HealthVision automatically analyzes the patient’s longitudinal record to surface risk factors and predictive insights that static questionnaires miss, routing patients to the appropriate pathway without manual pre-op chart review. At the time of consult visit, the system identifies patients at risk in the next 30 days for mortality, readmission, and hospice.
Referred to hospitalist for serious illness conversation
Directed to the perioperative clinic for targeted optimization before surgery
Virtual visit with APP or RN
Cleared through an express pathway, bypassing unnecessary testing and appointments
Referred to hospitalist for serious illness conversation
Directed to the perioperative clinic for targeted optimization before surgery
Virtual visit with APP or RN
Cleared through an express pathway, bypassing unnecessary testing and appointments
Intelligence Across the Surgical Journey
Pre-Operative
- Patient-specific complication risk by procedure type
- Predicted length of stay and discharge destination
- Mortality and morbidity risk stratification
- Informed consent support with personalized risk data
- Pre-surgical optimization opportunity identification
Intra-Operative
- Real-time risk updates as clinical data evolves
- Complication likelihood monitoring during procedure
- Resource and staffing optimization assignments driver
- Escalation triggers for high-risk patients
- Anesthesia risk considerations
Post-Operative
- Readmission risk specific to surgical population
- Discharge destination re-prediction at discharge
- Post-acute referral optimization (SNF, rehab, home health)
- Surgical site infection and complication monitoring
- Quality benchmarking against peer institutions
Supported Service Lines
Each service line has its own validated model, built around the complication patterns and outcome drivers unique to that specialty.
Cardiac Surgery
Orthopedics
General Surgery
Neurosurgery
Vascular
Thoracic
Urology
OB/GYN
ENT
Spine
Bariatric
Transplant
Colorectal
Plastic Surgery
Ophthalmology
Built for Your OR
Schedule a tailored walkthrough with our team to see how HealthVision identifies surgical risk at scheduling, routes patients to the right pathway, and supports better perioperative decisions from pre-op through discharge.