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Construction and validation of the frailty risk prediction in patients with head and neck cancer based on random forest algorithm and logistic regressionh

Construction and validation of the frailty risk prediction in patients with head and neck cancer based on random forest algorithm and logistic regressionh

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500108319
Enrollment
Unknown
Registered
2025-08-28
Start date
2025-08-30
Completion date
Unknown
Last updated
2025-09-01

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Head and neck cancer

Interventions

Observation group of frail patients with head and neck cancer:None

Sponsors

Changsha Central Hospital (Changsha Central Hospital Affiliated to the University of South China)
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Age>=18 years old; 2. Clearly diagnosed as head and neck cancer by pathology and other methods (including laryngeal cancer, hypopharyngeal cancer, submandibular adenocarcinoma, tonsil cancer, parotid gland cancer, salivary gland cancer, tongue cancer, gum cancer, oropharyngeal cancer, lip/oral cancer, nasopharyngeal cancer, thyroid cancer, etc.); 3. Clear consciousness, the patient knows his own illness; 4. Have the ability to read words and have no comprehension barriers.

Exclusion criteria

Exclusion criteria: 1. Those with malignant tumors and recurrence in other parts; 2. Severe cardiovascular and liver pulmonary insufficiency or severe immune system disease; 3. Patients with severe cognitive dysfunction or mental illness.

Design outcomes

Primary

MeasureTime frame
Phenotype Frailty score;

Secondary

MeasureTime frame
M.D.Anderson Symptom Inventory-Head&Neck score;Nutrition Risk Screening 2002 score;Hospital Anxiety and Depression Scale score;Cancer-Related Fatigue Scale Score;Body Image Scale Score;

Countries

China

Contacts

Public ContactShu Ling

Changsha Central Hospital (Changsha Central Hospital Affiliated to the University of South China)

191293505@qq.com+86 136 7731 2900

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026