Common diseases in oncology and internal medicine
Conditions
Interventions
Without AI assistance group:NA
With AI assistance group:There are AI result prompts
AI first draft group:NA
AI group:AI automated report
final draft group:AI automated report
Human Group:NA
Sponsors
Dazhou Central Hospital
Eligibility
Sex/Gender
All
Age
18 Years to No maximum
Inclusion criteria
Inclusion criteria: 1. Patients who underwent DX, CT, and MRI examinations at Dazhou Central Hospital from 2017 to 2025; 2. Complete imaging data with corresponding clinical diagnosis reports; 3. Clear imaging data format suitable for model training and validation; 4. External validation data comes from remote imaging diagnosis platforms and other collaborating hospitals; 5. The study participants are on-duty radiologists who voluntarily participated.
Exclusion criteria
Exclusion criteria: 1. The quality of the imaging data is poor, making it impossible to conduct effective interpretation; 2. There is no corresponding clinical diagnosis information or the diagnosis information is incomplete; 3. The imaging data contains private information that cannot be de-identified; 4. The physician withdrew from the reading of the study due to personal reasons.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| METEOR;ROUGE-L;BLEU-4;readability;Accuracy;Completeness;Radgraph F1;RaTEScore;BLEU-1;Report writing time; | — |
Secondary
| Measure | Time frame |
|---|---|
| CIDEr-D; | — |
Countries
China
Contacts
Public ContactFanxin Zeng
Dazhou Central Hospital
Outcome results
None listed