ECMED ELECTRONIC MEDICAL DATABASE PA TIENT- C ENTRIC MEDICAL DAT ABASE ER HAPAL | MIKE SIAPNO | NEL SICAT | KENO VELASQUEZ PHILIPPINE HEALTH SERVICE CONTEXT Medical records are not centralized. Not all communities have Internet access to avail of existing online medical applications. Many poor and remote communities have limited access to health facilities and services. Unsa man na?! Where will I get my records?! EMERGENCE OF TELEHEALTH SERVICES ECMED Telehealth is a health service delivery system using telecommunications technology. ECMED (easy med) or EleCtronic MEdical Database is a telehealth service which uses both the Internet and the GSM network. Patients own their records! SYSTEM ARCHITECTURE ECMED DEVELOPMENTS New web user interface. Use of Cake PHP framework. Integration of ECG service. Added SMS reporting and data queries. Development of urinalysis scoring software. Integration of automated urinalysis test. AUTOMATED URINALYSIS TEST image medical technologist scoresno color correct scorescolor correct scorescolor correct 2 scores GlucoseProteinpHS.G.GlucoseProteinpHS.G.GlucoseProteinpHS.G.GlucoseProteinpHS.G AUTOMATED URINALYSIS TEST no color correct scorescolor correct scorescolor correct 2 scores GlucoseProteinpHS.G.GlucoseProteinpHS.G.GlucoseProteinpHS.G. hit90%65%0%75%95%70%0%100%95%70%85%0% box away10%35%85%25%5%30%15%0%5%30%15%0% 2 boxes away0% 15%0% 85%0% 100% COLOR-BASED DIAGNOSIS MODELS Reference for diagnosis Image of reference using camera phone Sending of image to server via Internet or MMS Server processes image (Color based diagnosis) Diagnosis is sent back to patient upon request POSSIBLE DEPLOYMENT SCENARIOS Deployment in remote communities in order to provide an alternative access to health services. Example: Gawad Kalinga, Micro-financing Institutions, Rural Health Centers Automated Human Scoring Validation -can be used as an alternative means of scoring urinalysis tests after hospital/clinics own result verification. THESIS ADVISER: MAAM NO GUICO EXAMPLES OF COLOR-BASED DIAGNOSES Diagnosis of lung cancer by the analysis of exhaled breath with a colorimetric sensor array. A colorimetric sensor array has 36 spots composed of different chemically sensitive compounds The colours of these spots change based on the chemicals with which they come into contact. COLOR-BASED DIAGNOSIS: CLINICAL IMAGES SOUTHERN ILLINOIS UNIVERSITY EDWARDSVILLE Classification of skin tumors using computer imaging and pattern recognition. Successfully classified 86% of malignant melanoma using relative color features, compared to the clinical accuracy by dermatologists in detection of melanoma of approximately 75%.