CALYPSO Pilot Study: Machine Learning Based Predictions of Surgical Complications
CALYPSO
Pilot Study for a Clinical Analytical Platform for Surgical Outcomes
1 other identifier
observational
200
1 country
1
Brief Summary
This is a pilot study of surgical patients whose postoperative care will be augmented with a personalized risk prediction platform (CALYPSO app).
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jun 2016
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
June 1, 2016
CompletedFirst Submitted
Initial submission to the registry
July 7, 2016
CompletedFirst Posted
Study publicly available on registry
July 11, 2016
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 1, 2017
CompletedStudy Completion
Last participant's last visit for all outcomes
February 1, 2017
CompletedJuly 3, 2018
January 1, 2018
7 months
July 7, 2016
July 2, 2018
Conditions
Outcome Measures
Primary Outcomes (1)
Thirty Day Overall Complications
30 days after surgery
Secondary Outcomes (12)
Thirty Day Mortality
30 days after surgery
Wound Complications
30 days after surgery
Cardiac Complications
30 days after surgery
Respiratory Complications
30 days after surgery
Thrombotic complications
30 days after surgery
- +7 more secondary outcomes
Study Arms (2)
CALYPSO-augmented
Patients' postoperative care will be augmented with the CALYPSO platform.
Historical Control
Patients' postoperative care was performed using standard practice, before adopting the CALYPSO platform
Interventions
Software platform of machine-learning based predictive models of surgical complication.
Previous standard of care based on surgeon judgement alone.
Eligibility Criteria
Patients undergoing high risk general and oncologic abdominal surgery.
You may qualify if:
- \>18 years of age
- Undergoing elective surgery
- Undergoing high risk colon, rectal, pancreas, gastric surgery with predicted length of stay greater or equal to 3 days
You may not qualify if:
- Surgeries with less than 3 days of anticipated length of stay (e.g. stoma takedown)
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Duke Universitylead
Study Sites (1)
Duke University Medical Center
Durham, North Carolina, 27710, United States
MeSH Terms
Interventions
Intervention Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Zhifei Sun, MD
Duke University Department of Surgery
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
July 7, 2016
First Posted
July 11, 2016
Study Start
June 1, 2016
Primary Completion
January 1, 2017
Study Completion
February 1, 2017
Last Updated
July 3, 2018
Record last verified: 2018-01
Data Sharing
- IPD Sharing
- Will not share