A5083271290- Advanced Neural Network Applications
- Retinal Imaging and Analysis
- Lung Cancer Research Studies
- Brain Metastases and Treatment
- Lung Cancer Treatments and Mutations
- Brain Tumor Detection and Classification
City Of Hope National Medical Center
2023
Central South University
2022
Xiangya Hospital Central South University
2022
Pineal region tumors (PRTs) are highly histologically heterogeneous. Germinoma is the most common PRT and treatable with radiotherapy chemotherapy. A non-invasive system that helps identify germinoma in pineal could reduce lab exams traumatic therapies. In this retrospective study, 122 patients confirmed PRTs pre-operative multi-modal MR images were included. Radiomics features extracted from different ROIs image sequences separately. computational framework combines a few classification...
Non-small cell lung cancer (NSCLC) has a high rate of brain metastasis. The purpose this study was to assess the differential distribution metastases from primary NSCLC based on mutation status. Brain MRI scans patients with were retrospectively analyzed. metastatic tumors grouped according status their and neuroimaging features these A total 110 1386 included in study. Gray matter density at tumor center peaked ~0.6 for all mutations. median depths 7.9 mm, 8.7 mm 9.1 EGFR, ALK KRAS groups,...