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Explore the use of the BANSMOM algorithm for automatic diagnosis of common heart diseases in the elderly. Addressing the challenges of developing a system for specific diseases and patient demographics. Future work involves refining algorithms for accurate diagnosis.
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RPS The Decision of Target of BANSMOM m5151117 Yumiko Kimezawa
Outline RPS • Previous Work • Problems of our Research • Common heart disease of the elderly • Target of BANSMOM • Future Work
Previous Work RPS • Study of PPD algorithm • Study of conventional automatic classification method • Template matching • Clustering
Previous Work RPS • Study of PPD algorithm • Study of conventional automatic classification method • Template matching • Clustering I was supposed to study these methods in detail
Problems of our Research RPS • BANSMOM must diagnose patients’ ECG automatically Problems • There are so many heart diseases • Appropriate algorithm for each disease needed • It takes a lot of time to develop the system Requirements • Narrow target of BANSMOM • Target people (the elderly) • Some specific diseases
Common heart disease of the elderly RPS • Ischemic heart disease (IHD) • Myocardic infraction • Angina • Arrhythmia • Atrial fibrillation (AF) • Paroxysmal supraventricular tachycardia • Ventricular tachycardia • Ventricular fibrillation (VF) • Atrio ventricular block (AVB)
Common heart disease of the elderly RPS • Valve disease • Hypertrophic cardiomyopathy (HCM) • Dilated cardiomyopathy (DCM) • Cardiac arrest (CA)
Common heart disease of the elderly RPS • Ischemic heart disease (IHD) • Myocardic infraction • Angina • Arrhythmia • Atrial fibrillation (AF) • Paroxysmal supraventricular tachycardia • Ventricular tachycardia • Ventricular fibrillation (VF) • Atrio ventricular block (AVB) Fatal arrhythmia Existing implantable cardioverter-defibrillator (ICD) or heart pacer will be effective
Target of BANSMOM RPS • UserThe elderly (age is not decided yet) • Heart diseases • Ischemic heart disease (IHD) • Myocardic infraction • Angina • Arrhythmia • Atrial fibrillation (AF) • Paroxysmal supraventricular tachycardia • Valve disease • Hypertrophic cardiomyopathy (HCM) • Dilated cardiomyopathy (DCM) • Cardiac arrest (CA)
Future Work RPS • Considering appropriate algorithm for our target