The CaseInput model represents the complete input data structure for a medical case, including patient information, doctor’s case summary, and associated medical documents.
Fields Unique identifier for the medical case
Patient demographic and basic information Doctor’s initial case summary and clinical observations
lab_files
List[ProcessedFile]
default: "[]"
List of laboratory test files associated with this case Show ProcessedFile fields
Unique identifier for the file
MIME type or file extension
File category: either “lab” or “radiology”
Extracted text content from the file
AI-generated summary of the file contents
radiology_files
List[ProcessedFile]
default: "[]"
List of radiology files (images, reports) associated with this case Show ProcessedFile fields
Unique identifier for the file
MIME type or file extension
File category: either “lab” or “radiology”
Extracted text content from the file
AI-generated summary of the file contents
Example { "case_id" : "CASE-2024-001" , "patient_data" : { "name" : "John Doe" , "age" : 45 , "gender" : "Male" }, "doctor_case_summary" : "Patient presents with chest pain and shortness of breath. History of hypertension." , "lab_files" : [ { "file_id" : "LAB-001" , "file_name" : "blood_test_results.pdf" , "file_type" : "application/pdf" , "file_category" : "lab" , "text_data" : "Complete Blood Count: WBC 8.5, RBC 4.8..." , "ai_summary" : "Blood test shows normal CBC values with slightly elevated lipid panel." } ], "radiology_files" : [ { "file_id" : "RAD-001" , "file_name" : "chest_xray.png" , "file_type" : "image/png" , "file_category" : "radiology" , "ai_summary" : "Chest X-ray shows clear lung fields with no acute findings." } ] }
CaseSummary Comprehensive summary of a medical case generated by AI analysis, combining information from patient data, doctor’s notes, lab results, and radiology findings.
Fields Detailed narrative summary of the entire case
List of the most important clinical findings from all sources
Patient demographic information Doctor’s clinical observations and notes
Aggregated summary of all laboratory findings
Aggregated summary of all radiology findings
AI confidence score for the summary (0.0 to 1.0)
Example { "comprehensive_summary" : "45-year-old male presenting with acute chest pain. Clinical examination and diagnostic tests suggest possible cardiac involvement. Lab results show elevated cardiac markers. Chest X-ray unremarkable." , "key_findings" : [ "Elevated troponin levels" , "History of hypertension" , "Chest pain radiating to left arm" , "Normal chest X-ray" ], "patient_context" : { "name" : "John Doe" , "age" : 45 , "gender" : "Male" }, "doctor_notes" : "Patient presents with chest pain and shortness of breath. History of hypertension." , "lab_summary" : "Blood work shows elevated cardiac markers with troponin at 0.5 ng/mL. Lipid panel shows borderline high cholesterol." , "radiology_summary" : "Chest X-ray demonstrates clear lung fields with normal cardiac silhouette." , "confidence_score" : 0.92 }
