Application of Radiomics in the Diagnosis and Treatment Prediction of Pituitary Adenoma

Radiomics-based Diagnosis, Treatment and Outcome Prediction for Pituitary Adenoma

The images of patients with Pituitary adenoma were collected and analyzed based on the methods of radiomics.

Inclusion of pituitary adenoma patients diagnosed clinically or pathologically

1. Clinical data and pre-treatment imaging data of included patients (DICOM format)
2. Determine the subtype diagnosis of pituitary adenoma based on the patient's clinical and pathological data
3. Collect relevant data of patients before and after treatment
4. Using radiomics methods, extract radiomic features of patients and construct a radiomic model for predicting the diagnosis and treatment response of pituitary adenomas

Inclusion Criteria:

1. Gender unlimited, 18-80 years old;
2. Clinical diagnosis of Pituitary Adenoma and receive surgical treatment;
3. Received brain imaging;
4. informed consent signed

Exclusion Criteria:

1. Pregnant / lactating women
2. Contraindications of imaging examination
3. Lack of effective clinical data
4. MRI data before treatment cannot be obtained
5. Postoperative pathology not revealed pituitary adenoma