AI-Assisted Comprehensive Management for Cancer Patients With Comorbidities (GCOG-CG001)
NCT07136727 · Status: NOT_YET_RECRUITING · Phase: NA · Type: INTERVENTIONAL · Enrollment: 5000
Last updated 2025-08-22
Summary
Combined with the digital whole process management data pool, a multi-modal data fusion framework is developed, and an AI model is established to realize risk stratification and personalized treatment Recommendation and dynamic prognosis prediction; validation of whole-process management based on multimodal digital fusion AI-aided decision support system through prospective non-randomized controlled interventional study The effect on survival, complication control and utilization of medical resources in patients with comorbid malignant tumors.
Conditions
- Oncological Comorbidities (e. g. Hypertension, Diabetes, Malnutrition)
Interventions
- OTHER
-
AI-assisted comprehensive management system
Precision Risk Stratification and personalized treatment recommendation through AI models may improve the suitability of treatment regimens and thus reduce the incidence of antineoplastic therapy-related adverse effects (e.g. , reduction of chemotherapy toxicity through nutritional intervention) , and improve the efficacy of chemotherapy, and prolonged progression-free survival (PFS) and overall survival (OS)
Sponsors & Collaborators
-
The First Affiliated Hospital of Xinxiang Medical College
lead OTHER
Principal Investigators
-
Wei Shen Wei Shen, MD, Doctor of Medicine · First Affiliated Hospital of Xinjiang Medical University
Study Design
- Allocation
- NON_RANDOMIZED
- Purpose
- TREATMENT
- Masking
- NONE
- Model
- PARALLEL
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2025-08-15
- Primary Completion
- 2027-05-01
- Completion
- 2031-05-01
Countries
- China
Study Locations
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