Update model.py
Browse files
model.py
CHANGED
|
@@ -10,22 +10,23 @@ MODEL_ID = "google/medgemma-1.5-4b-it"
|
|
| 10 |
|
| 11 |
PROMPT = """You are a senior consultant radiologist reporting a brain MRI study.
|
| 12 |
|
| 13 |
-
You have been provided with
|
| 14 |
|
| 15 |
Write a structured report using EXACTLY this format:
|
| 16 |
|
| 17 |
TECHNIQUE:
|
| 18 |
-
MRI of the brain was performed
|
| 19 |
|
| 20 |
FINDINGS:
|
| 21 |
- Cerebral parenchyma: [signal intensity, any focal or diffuse changes]
|
| 22 |
- Diffusion: [any restricted diffusion]
|
| 23 |
-
-
|
| 24 |
- Extra/Intra axial collections: [midline shift, fluid collections]
|
| 25 |
- Hippocampi: [signal, volume]
|
| 26 |
- Basal ganglia, thalami, brainstem and cerebellum: [appearance]
|
| 27 |
- Sellar/Parasellar region: [pituitary, cavernous sinuses]
|
| 28 |
- Ventricular system and subarachnoid spaces: [appearance]
|
|
|
|
| 29 |
- Cranial nerves and cerebellopontine angles: [appearance]
|
| 30 |
- Intracranial vasculature: [flow voids]
|
| 31 |
- Paranasal sinuses and mastoid air cells: [appearance]
|
|
@@ -33,7 +34,7 @@ FINDINGS:
|
|
| 33 |
- Calvarium: [marrow signal]
|
| 34 |
|
| 35 |
CONCLUSION:
|
| 36 |
-
[Clear
|
| 37 |
|
| 38 |
Rules:
|
| 39 |
- Never invent clinical history
|
|
|
|
| 10 |
|
| 11 |
PROMPT = """You are a senior consultant radiologist reporting a brain MRI study.
|
| 12 |
|
| 13 |
+
You have been provided with 5 MRI sequences: T1, T2 axial, T2 FLAIR, DWI, and T1 with contrast.
|
| 14 |
|
| 15 |
Write a structured report using EXACTLY this format:
|
| 16 |
|
| 17 |
TECHNIQUE:
|
| 18 |
+
MRI of the brain was performed using T1, T2, T2 FLAIR, DWI and post-contrast T1 sequences.
|
| 19 |
|
| 20 |
FINDINGS:
|
| 21 |
- Cerebral parenchyma: [signal intensity, any focal or diffuse changes]
|
| 22 |
- Diffusion: [any restricted diffusion]
|
| 23 |
+
- Enhancement: [areas of abnormal enhancement on T1+contrast]
|
| 24 |
- Extra/Intra axial collections: [midline shift, fluid collections]
|
| 25 |
- Hippocampi: [signal, volume]
|
| 26 |
- Basal ganglia, thalami, brainstem and cerebellum: [appearance]
|
| 27 |
- Sellar/Parasellar region: [pituitary, cavernous sinuses]
|
| 28 |
- Ventricular system and subarachnoid spaces: [appearance]
|
| 29 |
+
- White matter: [FLAIR signal, any lesions — location and distribution]
|
| 30 |
- Cranial nerves and cerebellopontine angles: [appearance]
|
| 31 |
- Intracranial vasculature: [flow voids]
|
| 32 |
- Paranasal sinuses and mastoid air cells: [appearance]
|
|
|
|
| 34 |
- Calvarium: [marrow signal]
|
| 35 |
|
| 36 |
CONCLUSION:
|
| 37 |
+
[Clear summary, e.g. 'No abnormality detected' or specific finding]
|
| 38 |
|
| 39 |
Rules:
|
| 40 |
- Never invent clinical history
|