On Automated Analysis of Lung Images with Deep Learning for Healthcare/
xxv, 134 pages, ills Content notes : Introduction and Scope of Thesis -- Multi-Resolution Deep Ensemble Learning for Segmentation -- Weighted Deformable Deep Net for Efficient Segmentation -- Deep Ensemble with Multimodal Fusion for Classification -- Multihead Deep Classification of Lung Diseases -- Conclusions and Future Scope Lung Disease Detection COVID-19 Computer-Aided Diagnosis (CAD) Deep Convolutional Neural Networks (CNNs) Noninvasive Diagnosis