Skip to content

A Randomized Controlled Trial of a Fine-Tuned DeepSeek R1-based Chatbot for Radiology Cancer Care: Multi-Scenario Interaction, Emotional Support, and Provider Burnout Reduction

A Randomized Controlled Trial of a Fine-Tuned DeepSeek R1-based Chatbot for Radiology Cancer Care: Multi-Scenario Interaction, Emotional Support, and Provider Burnout Reduction

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2500102740
Enrollment
Unknown
Registered
2025-05-19
Start date
2025-05-21
Completion date
Unknown
Last updated
2025-05-26

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

Conditions

Anxiety

Interventions

RHP group:Traditional manual communication mode, without REC intervention.
RHP+REC group:REC is responsible for routine voice-to-text communication, process guidance, and standardized responses
RHP only handles complex situations involving alarm prompts (such as emotional fluctuations, technical issues).

Sponsors

Chengdu BOE Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 75 Years

Inclusion criteria

Inclusion criteria: Patients:Patients with a clinical diagnosis of cancer, aged >=18 years; Have the basic ability to communicate, no serious hearing/language barriers; Radiology department to accept inspections (CT/MRI) or outpatient consultation. RHPs: radiology department nurses, technicians, doctor, participation in clinical interaction process; Informed consent to participate in trial (the single blind).

Exclusion criteria

Exclusion criteria: Patients: A history of severe communication impairment or mental illness; Inability to cooperate with the examination process (e.g., claustrophobia). RHPs: Previous participation in job burnout intervention research.

Design outcomes

Primary

MeasureTime frame
Dialogue quality scores;Burnout scores of RHPs;Double-blind assessed image quality scores;

Countries

China

Contacts

Public ContactFan Yang

Chengdu BOE Hospital

35406105@qq.com+86 191 1271 7952

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 15, 2026