# Use of Machine Learning Techniques for Serial Assessment of Systemic Inflammatory Markers in Breast Cancer Patients

> **NCT06447532** · — · ENROLLING_BY_INVITATION · sponsor: **Federal University of São Paulo** · enrollment: 4500 (estimated)

## Conditions studied

- Breast Cancer

## Interventions

- **PROCEDURE:** Surgery (Mastectomy or quadrantectomy)

## Key facts

- **NCT ID:** NCT06447532
- **Lead sponsor:** Federal University of São Paulo
- **Sponsor class:** OTHER
- **Phase:** —
- **Study type:** OBSERVATIONAL
- **Status:** ENROLLING_BY_INVITATION
- **Start date:** 2024-08-01
- **Primary completion:** 2024-12-31
- **Final completion:** 2027-02
- **Target enrollment:** 4500 (ESTIMATED)
- **Last updated:** 2025-03-12

## Collaborators

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## Primary source

ClinicalTrials.gov registry: https://clinicaltrials.gov/study/NCT06447532

## Citation

> US National Library of Medicine, ClinicalTrials.gov registration NCT06447532, "Use of Machine Learning Techniques for Serial Assessment of Systemic Inflammatory Markers in Breast Cancer Patients". Retrieved via AI Analytics 2026-06-25 from https://api.ai-analytics.org/clinical/NCT06447532. Licensed CC0.

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