Sunita Suralkar

Explainable Multimodal Temporal Learning for Air-Pollution-Associated Respiratory Health Monitoring: Study Protocol, Proposed MTAF-Net Framework, and Preliminary Longitudinal Dataset Analysis

Air pollution is an important environmental risk factor for respiratory morbidity, particularly among individuals with asthma, chronic obstructive pulmonary disease (COPD), and chronic bronchitis. This study proposes an explainable Multimodal Temporal Attention Fusion Network (MTAF-Net) for longitudinal respiratory-hea...