Background: This study examines the clinical outcomes and efficacy of management strategies for patients in the ICU of Government General Hospital, Nizamabad. It focuses on evaluating the impact of therapeutic interventions like oxygen therapy and CPAP adjustments in a critical care setting, particularly during the challenging period of the COVID-19 pandemic. Methods: A retrospective observational study was conducted involving 50 patients admitted to the ICU. The evaluation criteria included monitoring changes in oxygen saturation levels, the usage and adjustment of CPAP, and the presence of comorbid conditions. The study aimed to categorize patient outcomes into three groups: improvement, stability, and deterioration during their ICU stay. Results: Among the patients studied, 60% (30 patients) demonstrated clinical improvement, marked by increased oxygen saturation, reduced respiratory distress, and stabilized vital signs. 20% (10 patients) maintained a stable condition with no significant change in their health status. In contrast, another 20% (10 patients) experienced a deterioration in their condition, necessitating enhanced respiratory support. The study also found a high prevalence of comorbidities; 40% (20 patients) had hypertension, and 30% (15 patients) had diabetes mellitus. Conclusion: This study offers a comprehensive analysis of the clinical outcomes and management strategies in an ICU setting during a critical period. The findings highlight the effectiveness of personalized treatment approaches, the impact of comorbidities on patient outcomes, and the challenges posed by the COVID-19 pandemic. These insights are crucial for enhancing patient care in critical settings and for guiding future research in the field of critical care medicine.