Feasibility Study of Deep Learning-based MDixon Quant for Quantitative Assessment of Chemotherapy-induced Fatty Liver
1 other identifier
interventional
120
1 country
1
Brief Summary
The purpose of this study is to quantitatively assess the changes in liver fat content in cancer patients before and after treatment. The main questions it aims to answer are:How does the liver fat fraction change before and after chemotherapy? In this study, patients undergoing mDixon Quant scanning are subjected to fully automated segmentation and measurement of liver fat content using artificial intelligence.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable
Started Dec 2023
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
December 25, 2023
CompletedFirst Submitted
Initial submission to the registry
November 27, 2024
CompletedFirst Posted
Study publicly available on registry
December 16, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 30, 2024
CompletedStudy Completion
Last participant's last visit for all outcomes
December 30, 2024
CompletedDecember 16, 2024
December 1, 2024
1 year
November 27, 2024
December 13, 2024
Conditions
Outcome Measures
Primary Outcomes (1)
Extract the whole liver fat fraction
Extract the whole liver fat fraction using the threshold extraction method.
one year
Study Arms (2)
neoadjuvant chemotherapy group
EXPERIMENTALCancer patients undergoing chemotherapy.
Non-neoadjuvant chemotherapy group
NO INTERVENTIONCancer patients not undergoing chemotherapy.
Interventions
Neoadjuvant chemotherapy
Eligibility Criteria
You may qualify if:
- CT/B ultrasound showed no fatty liver
- No MRI contraindications, including pacemaker, stent, metal implant, or claustrophobia
- Received neoadjuvant/adjuvant chemotherapy
You may not qualify if:
- Missing follow-up information
- Liver lesions (metastases, hemangioma, etc.)
- Poor image quality
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Yunnan Cancer Hospital
Kunming, Yunnan, 650118, China
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Lianhua Ye
Ethics Committee of Yunnan Provincial Cancer Hospital
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- DOUBLE
- Who Masked
- PARTICIPANT, OUTCOMES ASSESSOR
- Purpose
- DIAGNOSTIC
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 27, 2024
First Posted
December 16, 2024
Study Start
December 25, 2023
Primary Completion
December 30, 2024
Study Completion
December 30, 2024
Last Updated
December 16, 2024
Record last verified: 2024-12
Data Sharing
- IPD Sharing
- Will not share