# Derivation and Validation of Hemodynamic Phenotypes of Cardiac Surgery

> **NCT07085208** · — · COMPLETED · sponsor: **Nanjing First Hospital, Nanjing Medical University** · enrollment: 10847 (actual)

## Conditions studied

- Phenotyping
- Machine Learning
- Cardiac Surgery
- Hemodynamic Parameters

## Interventions

- **PROCEDURE:** Unsupervised Machine Learning for Clinical Phenotyping

## Key facts

- **NCT ID:** NCT07085208
- **Lead sponsor:** Nanjing First Hospital, Nanjing Medical University
- **Sponsor class:** OTHER
- **Phase:** —
- **Study type:** OBSERVATIONAL
- **Status:** COMPLETED
- **Start date:** 2016-04-01
- **Primary completion:** 2024-08-31
- **Final completion:** 2024-12-31
- **Target enrollment:** 10847 (ACTUAL)
- **Last updated:** 2025-07-25


## Primary source

ClinicalTrials.gov registry: https://clinicaltrials.gov/study/NCT07085208

## Citation

> US National Library of Medicine, ClinicalTrials.gov registration NCT07085208, "Derivation and Validation of Hemodynamic Phenotypes of Cardiac Surgery". Retrieved via AI Analytics 2026-06-02 from https://api.ai-analytics.org/clinical/NCT07085208. Licensed CC0.

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*[Clinical trials dataset](/datasets/clinical-trials) · CC0 1.0*