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Updated: Jul 5, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Selection of diagnostic tests for clinical decision making and translation to a problem oriented medical record
Giuseppe Realdi1, Lorenzo Previato, Nicola Vitturi
1Department of Medical and Surgical Sciences, Clinica Medica 1, University of Padova, Padova, Italy. giuseppe.realdi@unipd.it
Abstract:
The leading function of the physician is the clinical reasoning, which involves appropriate investigation of the problems of the patient, formulation of a diagnostic suspect based on the patient's symptoms and signs, gathering of additional relevant information, to select necessary tests and administration of the most suitable therapy. The problems of the patient are expressed by symptoms or signs or abnormal test results, requested for a variety of reasons. The entire scientific, as well as diagnostic approach, is based on three steps: to stumble in a problem; to try a solution through a hypothesis; to disprove or to prove the hypothesis by a process of criticism. Clinicians use the information obtained from the history and physical examination to estimate initial (or pre-test) probability and then use the results from tests and other diagnostic procedures to modify this probability until the post-test probability is such that the suspected diagnosis is either confirmed or ruled out. When the pre-test probability of disease is high, tests characterized by high specificity will be preferred, in order to confirm the diagnostic suspect. When the pre-test probability of disease is low, a test with high sensitivity is advisable to exclude the hypothetical disease. The above mentioned process of decision making has been transferred to a problem oriented medical record that is currently employed in our Clinic.
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