Using Artificial Intelligence for the Detection of Respiratory Diseases Associated With Pollution

Launched by UNIVERSITY OF MEDICINE AND PHARMACY "VICTOR BABES" TIMISOARA · Jul 15, 2024

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Eligibility criteria

• Inclusion Criteria:
• • Patients must be diagnosed with COPD and/or asthma and/or pulmonary neoplasm and/or secondary pulmonary, pleural or mediastinal determinations, suspected or confirmed, according to ICD-10.
• • Patients will be included regardless of the type of hospitalization, continuous or day.
• • The existence of freely expressed consent, carried out according to Ethics standards professional (from the observation sheet).
• • For stage 2
• • The use of HRCT images, in DICOM format, with a maximum cup thickness of 1.5 mm and with an average of 250 cups; no image acquisition errors;
• • Imaging monitoring at a time interval;.
• • Respiratory function evaluation data available: spirometry +/- the factor of gaseous diffusion (DLco);
• Exclusion Criteria:
• For both stages:
• • - Patients who do not have a stable real domicile (eg social cases) or are not from the Timis county
• • For stage 2
• • Patients who do not have HRCT images available or cannot be followed.
• • Patients who have insufficient quality HRCT images.
• • Patients who have a history of lung surgery.
• • Patients who have a history of allergies to contrast agents used in imaging HRCT.