This study will be conducted in two phases. In Phase I, CO2/O2 ratio and D-dimer levels will be measured prior to and following orthopedic or cancer-related surgery in 100 individuals at risk for developing PEs. In Phase II, the same measurements will be carried out on 350 high risk individuals who are experiencing PE symptoms. These individuals will also undergo computed tomography (CT) angiography and venography, in which blood flow will be visualized using x-rays. A follow-up evaluation will occur 30 days later. If any participant from Phase I or II experiences a PE or a medical condition that affects their lungs, such as asthma or chronic obstructive pulmonary disease (COPD), researchers may schedule a follow-up evaluation to obtain repeat measurements.