Diagnosis of Esophagitis Based on Face Recognition Techniques

Face recognition technology has evolved over years with the Principal Component Analysis (PCA) method being the benchmark for recognition efficiency. The face recognition techniques take care of variation of illumination, pose and other features of the face in the image. We envisage an application of these face recognition techniques for classification of medical images. The motivating factor being, given a condition of an organ it is represented by some typical features. In this paper we report the use of the face recognition techniques to classify the type of Esophagitis, a condition of inflammation of the esophagus. The image of the esophagus is captured in the process of endoscopy. We test PCA, Fisher Face method and Independent Component Analysis techniques to classify the images of the esophagus. Esophagitis is classified into four categories. The results of classification for each method are reported and the results are compared

Illness perceptions mediate the relationship between bowel symptom severity and health-related quality of life in IBS patients

PURPOSE: Irritable bowel syndrome (IBS) is a functional bowel disorder with a large negative impact on HRQOL. The present study examines whether severity of bowel symptoms is directly related to HRQOL, and/or indirectly, mediated by the patients’ illness perceptions. METHODS: Patients were recruited from an IBS support group (N = 123), and data were collected online. HRQOL was measured with the Quality of Life Measure for Persons with IBS and illness perceptions with the brief Illness Perception Questionnaire. Mediation models were tested using the bootstrapping procedure developed by Hayes. RESULTS: Irritable bowel syndrome symptom severity is directly related to total HRQOL and its subscales; after entering the mediator variables (i.e. the patients’ illness perceptions) into the model, this direct association remained only significant for total HRQOL. The relationship between bowel symptom severity and total HRQOL was partially mediated by illness perceptions, and its relationship with each of the HRQOL subscales was fully mediated by the patients’ illness perceptions. Perceived consequences were a mediator of the relationship between bowel symptom severity, total HRQOL as well as its subscales, with the exception of Sexuality. CONCLUSIONS: Bowel symptom severity not only has a direct relationship with HRQOL, but also an indirect relationship via the patients’ cognitive and emotional representations of their illness. In order to better understand this relationship, future research should not only include illness perceptions but also assess cognitive and behavioural coping responses. Clinicians wanting to improve patients’ HRQOL should not only focus on the patients’ symptoms, but also on their illness beliefs and coping responses

C-reactive protein and erythrocyte sedimentation rate in women with acute pelvic pain

We have measured the erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) level in 134 consecutive patients with acute pelvic pain. There were statistically significant differences (P < 0.001) in both values between the groups of patients with inflammatory (n = 42) and non-inflammatory (n = 92) causes of pelvic pain. No significant difference was observed between the subgroups within the two groups. Acute pelvic infection caused the highest elevations of ESR and CRP, with pelvic endometriosis provoking less elevations.link_to_subscribed_fulltex