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
Cutting costs by as much as
$43,700 per patient
COLORECTAL, HPB, FOREGUT & BARIATRIC
Up to 89%
accuracy in AI models for post-op complication prediction
COLORECTAL, HPB, FOREGUT & BARIATRIC
Cutting costs by as much as
$43,700 per patient
COLORECTAL, HPB, FOREGUT & BARIATRIC
Up to 89%
accuracy in AI models for post-op complication prediction
COLORECTAL, HPB, FOREGUT & BARIATRIC
7 Critical steps
for ML model development
COLORECTAL, HPB
Economic burden that may exceed
$100,000
per case
COLORECTAL, HPB, FOREGUT & BARIATRIC
7 Critical steps
for ML model development
COLORECTAL, HPB
Economic burden that may exceed
$100,000
per case
FOREGUT & BARIATRIC
Lower pH and higher conductivity
in drainage fluid associated with anastomotic leaks after esophagectomy
COLORECTAL, HPB, FOREGUT & BARIATRIC
Up to $13.9 million
per 1000 patients in estimated savings through Stream™ Platform
FOREGUT & BARIATRIC
Lower pH and higher conductivity
in drainage fluid associated with anastomotic leaks after esophagectomy
COLORECTAL, HPB, FOREGUT & BARIATRIC
Up to $13.9 million
per 1000 patients in estimated savings through Stream™ Platform
COLORECTAL
Up to $13.9 million per 1000
patients in estimated savings through Stream™ Platform.
HPB
Anastomotic leaks after colorectal surgery lead to
Up to 5.3x
longer hospital stays, higher costs, increased mortality, and poorer oncologic outcomes.
COLORECTAL
Up to $13.9 million per 1000
patients in estimated savings through Stream™ Platform.
HPB
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
Integration with chest tube drainage systems for
Continuous monitoring
of pleural fluid
COLORECTAL
Detection of leaks as early as
2 hours
postoperative
HPB, FOREGUT & BARIATRIC
Integration with chest tube drainage systems for
Continuous monitoring
of pleural fluid
COLORECTAL
Detection of leaks as early as
2 hours
postoperative
COLORECTAL
Safer, more controlled
experimental models for anastomotic leaks
COLORECTAL
Safer, more controlled
experimental models for anastomotic leaks
Publications
COLORECTAL
Clear leak risk
associated with smoking, alcohol use, malnutrition, and higher ASA score
COLORECTAL, HPB, FOREGUT & BARIATRIC
Anastomotic leaks after colorectal surgery lead to
80% of surgeons
as the complication that keeps them awake at night
COLORECTAL
Clear leak risk
associated with smoking, alcohol use, malnutrition, and higher ASA score
COLORECTAL, HPB, FOREGUT & BARIATRIC
Anastomotic leaks after colorectal surgery lead to
80% of surgeons
as the complication that keeps them awake at night
HPB
Unified standards and earlier detection approaches needed for
HPB leaks
COLORECTAL
Colorectal leaks: still lacking a
universal definition and grading system
HPB
Unified standards and earlier detection approaches needed for
HPB leaks
COLORECTAL
Colorectal leaks: still lacking a
universal definition and grading system
COLORECTAL
Detection of local changes in pH
within 10 minutes
of leak induction
COLORECTAL
A valuable model for advancing research into
early leak prediction and intervention
COLORECTAL
Detection of local changes in pH
within 10 minutes
of leak induction
COLORECTAL
A valuable model for advancing research into
early leak prediction and intervention
White Papers
COLORECTAL, HPB, FOREGUT & BARIATRIC
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
Using qualitative research to bring surgeons’ opinions into the ML model space
COLORECTAL
Latest evidence on clinical impact, economic burden, and classification challenges of leaks
COLORECTAL
Empowering clinicians with a review of pre-operative leak risk factors
COLORECTAL
Current evidence on intraoperative risk factors and emerging strategies for safer surgery outcomes
HPB
Mapping the evolving classification landscape and burden of HPB leaks
COLORECTAL, HPB, FOREGUT & BARIATRIC
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
Using qualitative research to bring surgeons’ opinions into the ML model space
COLORECTAL
Latest evidence on clinical impact, economic burden, and classification challenges of leaks
COLORECTAL
Empowering clinicians with a review of pre-operative leak risk factors
COLORECTAL
Current evidence on intraoperative risk factors and emerging strategies for safer surgery outcomes
HPB
Mapping the evolving classification landscape and burden of HPB leaks
Spec Sheets
Clinical Study Portfolio
COLORECTAL, HPB, FOREGUT & BARIATRIC
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
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
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
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.
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.
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