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

Critical Post-Surgical Challenges: An Evidence-Based Review of Complications in Gastrointestinal Procedures

Economic burden that may exceed

$100,000

per case

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

Critical Post-Surgical Challenges: An Evidence-Based Review of Complications in Gastrointestinal Procedures

Economic burden that may exceed

$100,000

per case

FOREGUT & BARIATRIC

FluidAI’s Stream Platform for Monitoring for Leak in Post-Esophagectomy Patients: Preliminary Results from a Pilot Clinical Trial

Lower pH and higher conductivity

in drainage fluid associated with anastomotic leaks after esophagectomy

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

FOREGUT & BARIATRIC

FluidAI’s Stream Platform for Monitoring for Leak in Post-Esophagectomy Patients: Preliminary Results from a Pilot Clinical Trial

Lower pH and higher conductivity

in drainage fluid associated with anastomotic leaks after esophagectomy

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

Clinical and Economic Consequences of Anastomotic Leakage following Colorectal Surgery: A Survey of Literature

Up to $13.9 million per 1000

patients in estimated savings through Stream™ Platform.

HPB

Clinical and Economic Consequences of Postoperative Pancreatic Fistula following Pancreatic Surgery: A Survey of the Literature

Anastomotic leaks after colorectal surgery lead to

Up to 5.3x

longer hospital stays, higher costs, increased mortality, and poorer oncologic outcomes.

COLORECTAL

Clinical and Economic Consequences of Anastomotic Leakage following Colorectal Surgery: A Survey of Literature

Up to $13.9 million per 1000

patients in estimated savings through Stream™ Platform.

HPB

Clinical and Economic Consequences of Postoperative Pancreatic Fistula following Pancreatic Surgery: A Survey of the Literature

Anastomotic leaks after colorectal surgery lead to

Up to 5.3x

longer hospital stays, higher costs, increased mortality, and poorer oncologic outcomes.

HPB, FOREGUT & BARIATRIC

Performance Evaluation of pH Measurements Made Using Origin for Integration with Chest Tube Drainage Systems

Integration with chest tube drainage systems for

Continuous monitoring

of pleural fluid

COLORECTAL

Early Detection of Colorectal Anastomotic Leaks using a non-invasive, Inline Drainage Fluid pH and Conductivity Monitor

Detection of leaks as early as

2 hours

postoperative

HPB, FOREGUT & BARIATRIC

Performance Evaluation of pH Measurements Made Using Origin for Integration with Chest Tube Drainage Systems

Integration with chest tube drainage systems for

Continuous monitoring

of pleural fluid

COLORECTAL

Early Detection of Colorectal Anastomotic Leaks using a non-invasive, Inline Drainage Fluid pH and Conductivity Monitor

Detection of leaks as early as

2 hours

postoperative

COLORECTAL

Iatrogenic Colorectal Anastomotic Leak in Swine for Studies Related to Early Diagnosis of Complications

Safer, more controlled

experimental models for anastomotic leaks

COLORECTAL

Iatrogenic Colorectal Anastomotic Leak in Swine for Studies Related to Early Diagnosis of Complications

Safer, more controlled

experimental models for anastomotic leaks

Publications

COLORECTAL

Pre-Operative Risk for Colorectal Anastomotic Leakage: A Narrative Literature Review of Modifiable Risk Factors

Clear leak risk

associated with smoking, alcohol use, malnutrition, and higher ASA score

COLORECTAL, HPB, FOREGUT & BARIATRIC

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

Anastomotic leaks after colorectal surgery lead to

80% of surgeons

as the complication that keeps them awake at night

COLORECTAL

Pre-Operative Risk for Colorectal Anastomotic Leakage: A Narrative Literature Review of Modifiable Risk Factors

Clear leak risk

associated with smoking, alcohol use, malnutrition, and higher ASA score

COLORECTAL, HPB, FOREGUT & BARIATRIC

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

Anastomotic leaks after colorectal surgery lead to

80% of surgeons

as the complication that keeps them awake at night

HPB

Clinical and Economic Consequences of Anastomotic Leakage following Colorectal Surgery: A Survey of Literature

Unified standards and earlier detection approaches needed for

HPB leaks

COLORECTAL

Clinical and Economic Consequences of Postoperative Pancreatic Fistula following Pancreatic Surgery: A Survey of the Literature

Colorectal leaks: still lacking a

universal definition and grading system

HPB

Clinical and Economic Consequences of Anastomotic Leakage following Colorectal Surgery: A Survey of Literature

Unified standards and earlier detection approaches needed for

HPB leaks

COLORECTAL

Clinical and Economic Consequences of Postoperative Pancreatic Fistula following Pancreatic Surgery: A Survey of the Literature

Colorectal leaks: still lacking a

universal definition and grading system

COLORECTAL

Continuous pH Monitoring Using a Sensor for the Early Detection of Anastomotic Leaks

Detection of local changes in pH

within 10 minutes

of leak induction

COLORECTAL

Colonic Anastomotic Leak Model in Swine

A valuable model for advancing research into

early leak prediction and intervention

COLORECTAL

Continuous pH Monitoring Using a Sensor for the Early Detection of Anastomotic Leaks

Detection of local changes in pH

within 10 minutes

of leak induction

COLORECTAL

Colonic Anastomotic Leak Model in Swine

A valuable model for advancing research into

early leak prediction and intervention

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

Anastomotic Atlas: Colorectal - Introduction to Colorectal Anastomotic Leakage

Latest evidence on clinical impact, economic burden, and classification challenges of leaks

COLORECTAL

Anastomotic Atlas: Colorectal - Pre-operative Risk Factors for AL in Colorectal Surgery

Empowering clinicians with a review of pre-operative leak risk factors

COLORECTAL

Anastomotic Atlas: Colorectal - Intra-operative Risk Factors for AL in Colorectal Surgery

Current evidence on intraoperative risk factors and emerging strategies for safer surgery outcomes

HPB

Anastomotic Atlas HPB: Introduction

Mapping the evolving classification landscape and burden of HPB leaks

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

Anastomotic Atlas: Colorectal - Introduction to Colorectal Anastomotic Leakage

Latest evidence on clinical impact, economic burden, and classification challenges of leaks

COLORECTAL

Anastomotic Atlas: Colorectal - Pre-operative Risk Factors for AL in Colorectal Surgery

Empowering clinicians with a review of pre-operative leak risk factors

COLORECTAL

Anastomotic Atlas: Colorectal - Intra-operative Risk Factors for AL in Colorectal Surgery

Current evidence on intraoperative risk factors and emerging strategies for safer surgery outcomes

HPB

Anastomotic Atlas HPB: Introduction

Mapping the evolving classification landscape and burden of HPB leaks

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

HPB

Surgical Expert Systems: Postoperative Pancreatic Fistula

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

HPB

Surgical Expert Systems: Postoperative Pancreatic Fistula

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

CostAL

Read about CostAL, a study that examines how early detection of anastomotic leaks with Stream™ Platform can improve outcomes and reduce healthcare costs. By comparing patient data before Stream™ Platform was deployed clinically to after implementation, this study aims to demonstrate the economic benefit of early leak prediction, with positive impacts for patients, healthcare providers, and health systems.

FOREGUT & BARIATRIC

ACES Pilot

Review FluidAI’s ACES study, which explores the use of Stream™ Platform to monitor post-surgical drain fluid in esophagectomy patients, aiming to detect early signs of anastomotic leaks. Insights from this study will shape future device enhancements and study designs tailored to esophageal surgery.

COLORECTAL

Home-Stream

Learn about Home-Stream, which aims to evaluate the potential for at-home monitoring using Stream™ Platform, with patients and caregivers operating the technology. Safety, usability, and effectiveness are assessed, alongside analyses to examine correlations between Stream™ Platform and standard laboratory, radiological, and clinical assessments - data that may be valuable but missed during early discharge.

COLORECTAL, HPB, FOREGUT & BARIATRIC

Traditional Feasibility

ExploreFluidAI’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

CostAL

Read about CostAL, a study that examines how early detection of anastomotic leaks with Stream™ Platform can improve outcomes and reduce healthcare costs. By comparing patient data before Stream™ Platform was deployed clinically to after implementation, this study aims to demonstrate the economic benefit of early leak prediction, with positive impacts for patients, healthcare providers, and health systems.

FOREGUT & BARIATRIC

ACES Pilot

Review FluidAI’s ACES study, which explores the use of Stream™ Platform to monitor post-surgical drain fluid in esophagectomy patients, aiming to detect early signs of anastomotic leaks. Insights from this study will shape future device enhancements and study designs tailored to esophageal surgery.

COLORECTAL

Home-Stream

Learn about Home-Stream, which aims to evaluate the potential for at-home monitoring using Stream™ Platform, with non-professional users operating the technology. Safety, Usability, and effectiveness gets assessed, alongside analyses to examine correlations between Stream™ Platform and standard laboratory, radiological, and clinical assessments - data that may be valuable but missed during early discharge.

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