Evidence

Transforming Surgery Through Real-world Evidence

Validated by Research • Powering Future Surgical Care

Evidence

Transforming Surgery Through Real-world Evidence

Validated by Research • Powering Future Surgical Care

Scientific Posters

COLORECTAL, HPB, FOREGUT & BARIATRIC

Transforming Gastrointestinal Surgery Outcomes with Stream Care: AI-Driven Early Prediction System for Postoperative Complications

Cutting costs by as much as

$43,700 per patient

COLORECTAL, HPB, FOREGUT & BARIATRIC

Predictive Power in GI Surgery: Machine Learning Models & the AI-Driven Healthcare Revolution

Up to 89%

accuracy in AI models for post-op complication prediction

COLORECTAL, HPB, FOREGUT & BARIATRIC

Transforming Gastrointestinal Surgery Outcomes with Stream Care: AI-Driven Early Prediction System for Postoperative Complications

Cutting costs by as much as

$43,700 per patient

COLORECTAL, HPB, FOREGUT & BARIATRIC

Predictive Power in GI Surgery: Machine Learning Models & the AI-Driven Healthcare Revolution

Up to 89%

accuracy in AI models for post-op complication prediction

COLORECTAL, HPB, FOREGUT & BARIATRIC

Maximizing the Potential of EHR Data: Forging New Paths to Predict Postoperative Complications

7 Critical steps

for ML model development

COLORECTAL, HPB, FOREGUT & BARIATRIC

Estimated Cost Savings Due to the Early Prediction of Anastomotic Leaks in Gastrointestinal Surgery

Up to $13.9 million

per 1000 patients in estimated savings through Stream™ Platform

COLORECTAL, HPB, FOREGUT & BARIATRIC

Maximizing the Potential of EHR Data: Forging New Paths to Predict Postoperative Complications

7 Critical steps

for ML model development

COLORECTAL, HPB, FOREGUT & BARIATRIC

Estimated Cost Savings Due to the Early Prediction of Anastomotic Leaks in Gastrointestinal Surgery

Up to $13.9 million

per 1000 patients in estimated savings through Stream™ Platform

Publications

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgeon Perspectives on Anastomotic Leaks and FluidAI’s Stream™ Platform: Integrating Qualitative Insights for Technological Innovation

Anastomotic leaks: described by

80% of surgeons

as the complication that keeps them awake at night

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgeon Perspectives on Anastomotic Leaks and FluidAI’s Stream™ Platform: Integrating Qualitative Insights for Technological Innovation

Anastomotic leaks: described by

80% of surgeons

as the complication that keeps them awake at night

White Papers

COLORECTAL, HPB, FOREGUT & BARIATRIC

Third Interim Analysis Report (19-Month Report) for FluidAI’s Traditional Feasibility Study

88.9% sensitivity and 75.3% specificity of leak prediction model - capable of identifying clinically significant leaks by postoperative day 2

COLORECTAL, HPB, FOREGUT & BARIATRIC

Anastomotic Leaks Through Surgeons’ Eyes: A Survey-Based Analysis of Attitudes and Perspectives Towards the Stream Platform

Using qualitative research to bring surgeons’ opinions into the ML model space

COLORECTAL, HPB, FOREGUT & BARIATRIC

Third Interim Analysis Report (19-Month Report) for FluidAI’s Traditional Feasibility Study

88.9% sensitivity and 75.3% specificity of leak prediction model - capable of identifying clinically significant leaks by postoperative day 2

COLORECTAL, HPB, FOREGUT & BARIATRIC

Anastomotic Leaks Through Surgeons’ Eyes: A Survey-Based Analysis of Attitudes and Perspectives Towards the Stream Platform

Using qualitative research to bring surgeons’ opinions into the ML model space

Spec Sheets

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Sepsis

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Acute Kidney Injury

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Bleeding

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Thrombotic Complications

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: 30-Day Mortality

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Postoperative Pneumonia

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Respiratory Failure

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Sepsis

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Acute Kidney Injury

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Bleeding

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Thrombotic Complications

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: 30-Day Mortality

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Postoperative Pneumonia

COLORECTAL, HPB, FOREGUT & BARIATRIC

Surgical Expert Systems: Respiratory Failure

Clinical Study Portfolio

COLORECTAL, HPB, FOREGUT & BARIATRIC

Traditional Feasibility

Explore FluidAI’s Traditional Feasibility Study which examined how changes in pH and electrical conductivity can be utilized as early predictors of anastomotic leaks. By analyzing data from FluidAI’s Inline Device, the goal was to develop a clinical model that maps these changes over time, helping clinicians identify early signs of leaks in patients undergoing colorectal, hepatobiliary, or upper gastrointestinal surgeries.

COLORECTAL, HPB, FOREGUT & BARIATRIC

Traditional Feasibility

Explore FluidAI’s Traditional Feasibility Study which examined how changes in pH and electrical conductivity can be utilized as early predictors of anastomotic leaks. By analyzing data from FluidAI’s Inline Device, the goal was to develop a clinical model that maps these changes over time, helping clinicians identify early signs of leaks in patients undergoing colorectal, hepatobiliary, or upper gastrointestinal surgeries.

Related Products

Origin™

Real-Time Continuous Monitoring

Origin™ attaches to surgical drains and continuously monitors the biochemical composition of the fluid potentially enabling the early prediction of anastomotic leakage.

Stream Care™

Actionable Intelligence At Your Fingertips

Stream Care™ is an all-in-one system that utilizes electronic health record (EHR) information and data from proprietary hardware like Origin to predict the risk of postoperative complications after gastrointestinal surgery, thereby supporting decision making.

Origin™

Real-Time Continuous Monitoring

Origin™ attaches to surgical drains and continuously monitors the biochemical composition of the fluid potentially enabling the early prediction of anastomotic leakage.

Stream Care™

Actionable Intelligence At Your Fingertips

Stream Care™ is an all-in-one system that utilizes electronic health record (EHR) information and data from proprietary hardware like Origin to predict the risk of postoperative complications after gastrointestinal surgery, thereby supporting decision making.

Get Started with FluidAI

Get Started with FluidAI