A Bipolar View on Medical Diagnosis in OvaExpert System
نویسندگان
چکیده
In the paper we present OvaExpert a unique tool for supporting gynecologists in the diagnosis of ovarian tumor, combining classical diagnostic scales with modern methods of machine learning and soft computing. A distinguishing feature of the system is its comprehensiveness, which makes it usable at any stage of a diagnostic process. We gather all the results and solutions making up the system, some of which were described in our other publications, to provide an overall picture of OvaExpert and its capabilities. A special attention is paid to a property of supporting uncertainty modeling and processing, that is an essential part of the system.
منابع مشابه
Bipolar mood disorder ( manic phase) in a patient with neurofibromatosis type 1 with cerebral involvement
Even though neurofibromatosis ( NF) is not a rare neurological disorder, but there is few studies regarding the relationship between NF and psychological disorders. A 14 year old girl with NF type 1 associated with multiple cerebral lesions was admitted in psychiatric ward due to restlessness , hypertalktiveness aggressive behavior, and flight of idea. Psychiatric diagnosis, based on DSM IV ...
متن کاملSolving the problem of incomplete data in medical diagnosis via interval modeling
This paper presents an approach to making accurate and high-quality decisions under incomplete information. Our comprehensive approach includes interval modeling of incomplete data, uncertaintification of classical models and aggregation of incomplete results. We conducted a thorough evaluation of our approach using medical data for ovarian tumor diagnosis, where the problem of missing data is ...
متن کاملValidating MARK2 Gene Polymorphism as a Predictor of Response to Lithium Treatment in Bipolar Patients
Background: Lithium is a therapeutic option for the treatment of the acute phase of the bipolar disorder and long-term management of this disorder. However, it is estimated that 10 to 60% of patients do not properly response to this medication. Methods: To investigate the role of MARK2 gene in response to lithium, we genotyped the MARK2 rs10792421 polymorphism in Iranian bipolar pa...
متن کاملThe role of borderline personality disorder characteristics as a predictor of suicidal ideation in patients with bipolar disorder
Background and Purpose: The aim of this study was to investigate the role of borderline personality disorder (BPD) characteristics as a predictor of suicidal in patients with bipolar disorder. Method: This research was a cross-sectional study and the people who were selected were 50 (25 women, 25 men) who were hospitalized in Shahid Beheshti hospital. They had referred to the psychiatrists an...
متن کاملResearch Paper: Xerostomia in Schizophrenia and Bipolar Patients: Is There Any Relation?
Abstract Introduction: Psychiatric disorders such as bipolar disorder and schizophrenia cause vascular, neurological, and neurobiological changes. On other hand, salivary glands are influenced by changes in the autonomic nervous system. Therefore, this hypothesis was formed that psychiatric disorders can affect salivary glands through neurological pathways. This study aimed to evaluate if sc...
متن کامل