Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies.
Ryan WangLi-Ching ChenLama MoukheiberMira MoukheiberDana MoukheiberZach ZaimanSulaiman MoukheiberTess LitchmanKenneth SeastedtHari TrivediRebecca SteinbergPo-Chih KuoJudy GichoyaLeo Anthony CeliPublished in: CoRR (2022)
Keyphrases
- transfer learning
- fusion strategies
- early diagnosis
- x ray
- chronic obstructive pulmonary disease
- medical imaging
- computer aided diagnosis
- ct images
- chest radiographs
- computer aided
- early stage
- x ray images
- lung nodules
- early detection
- fusion method
- intraoperative
- computed tomography
- active learning
- reinforcement learning
- three dimensional
- labeled data
- cardiovascular disease
- medical images
- collaborative filtering
- semi supervised learning
- machine learning
- prostate cancer
- lung cancer
- learning algorithm
- machine learning algorithms
- text categorization
- text classification
- medical diagnosis
- data analysis
- logistic regression
- imaging modalities
- association rules
- semi supervised
- information extraction