A5037249955- Lung Cancer Diagnosis and Treatment
- Radiomics and Machine Learning in Medical Imaging
- Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Pulmonary Hypertension Research and Treatments
- Sarcoidosis and Beryllium Toxicity Research
- Head and Neck Cancer Studies
Wake Forest University
2023-2024
University of Toronto
2023
Airway-related quantitative imaging biomarkers are crucial for examination, diagnosis, and prognosis in pulmonary diseases. However, the manual delineation of airway structures remains prohibitively time-consuming. While significant efforts have been made towards enhancing automatic modelling, current public-available datasets predominantly concentrate on lung diseases with moderate morphological variations. The intricate honeycombing patterns present tissues fibrotic disease patients...
Airway-related quantitative imaging biomarkers are crucial for examination, diagnosis, and prognosis in pulmonary diseases. However, the manual delineation of airway trees remains prohibitively time-consuming. While significant efforts have been made towards enhancing modelling, current public-available datasets concentrate on lung diseases with moderate morphological variations. The intricate honeycombing patterns present tissues fibrotic disease patients exacerbate challenges, often...