Clinical trial · Observational
Development of Machine Learning Models for the Prediction of Complications After Colonic, Colorectal and Small Intestine Anastomosis in Psychiatric and Non-psychiatric Patient Collectives (P-Study)
- Source
- ClinicalTrials.gov
- Retrieved
- Sep 8, 2026
- Layer
- normalized (units and labels harmonized; values unchanged)
- Run
- ING-CLINICALTRIALS-20260908-000001
Summary
Brief summary (as posted)
Our study aims to lay the basis for a predictive modeling service for postoperative complications and prolonged hospital stay in patients suffering from psychiatric diseases undergoing colorectal surgery. Furthermore, we aim to investigate the impact of preoperative Risk factors, psychiatric and psychosomatic diseases on the outcomes of colorectal surgery and the complications after colorectal surgeries like anastomosis insufficiency via predictive modeling techniques The service mentioned above will be publicly available as a web-based application
Conditions
Conditions (10)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Anastomotic Complication | — | UNRESOLVED | — |
| Anastomotic Leak | — | UNRESOLVED | — |
| Cancer | Malignant Neoplasm | ALIAS | 0.90 |
| Colitis Ulcerosa | — | UNRESOLVED | — |
| Diverticulitis | — | UNRESOLVED | — |
| Morbus Crohn | — | UNRESOLVED | — |
| Postoperative Complications | — | UNRESOLVED | — |
| Psychiatric Disorder | — | UNRESOLVED | — |
| Psychosomatic Disorder | — | UNRESOLVED | — |
| Small Intestine Anastomotic Leak | — | UNRESOLVED | — |
Interventions
Interventions (0)
Data not yet available
Design
Arms and outcomes
Arms (0)
[]Primary outcomes (5)
- measure
- Anastomotic insufficiency/leakage
- timeFrame
- From index surgery up to six weeks postoperatively
- description
- Predictive model with an app for the development of anastomosis insufficiency based on the risk factors.
- measure
- Complication after surgery/ Comprehensive Complication Index/ Clavian Dindo Score
- timeFrame
- From index surgery up to six weeks postoperatively
- description
- Impact of psychatric and psychosomatic disorders are having higher complication rates
- measure
- Length of Hospital Stay (in Days)
- timeFrame
- From surgery up to 12 weeks postoperatively
- description
- Impact of psychatric and psychosomatic disorders are having longer hospitalization
Eligibility
Eligibility (as posted)
- Sex
- All
- Minimum age
- 18 Years
Show eligibility criteria text
Inclusion Criteria: * Colocolic, colorectal and small intestine anastomosis * Neoplasia, * Diverticulitis * Mesenteric ischemia * Iatrogenic or traumatic perforation * Inflammatory bowel disease Exclusion Criteria: * Patients \<18 years * Patients suffering from recurrent colorectal cancer bearing * Peritoneal carcinomatosis or unresectable metastatic disease at the time of bowel resection and anastomosis will be excluded. * Patients who cannot be followed up on for more than six weeks after surgery
References
Publications (0)
Data not yet available