Body Sensor Networking, Design and Algorithms. Saeid Sanei

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Figure 2.1 Schematic of some possible blocking of heart arteries with different severities. (See color plate section for color representation of this figure)

A heart attack can cause other problems which may lead to more complication than the original problem of blocked arteries. For example, sudden cardiac death may occur when the ECGs become erratic. When the heart tissue that is responsible for regular electrical stimulus of heart muscle contractions is damaged, the heart stops effectively pumping the blood. Cardiomyopathy is a condition indicated by abnormal heart muscle. Abnormal muscles make it harder for the heart to pump blood to the rest of the body.

      With cardiomyopathy, the abnormal muscles make it harder for the heart to pump blood to the rest of the body. There are three main types of cardiomyopathy: dilated, owing to stretched and thinned muscles, which lessens the heart's ability to pump blood; hypertrophic, meaning thickened heart muscle; or restrictive, which is a rare problem where the heart muscle does not stretch normally so the chambers do not sufficiently fill with blood.

      Heart failure, or congestive heart failure, is when the heart's pumping action cannot meet the body's demand for blood. Heart failure has the same symptoms and signs as those seen with cardiomyopathy.

      There are also many types of congenital heart defects. A congenital heart defect is a defect in the development of the heart that is usually first noticed at birth, though some abnormal cases are not diagnosed until adulthood. Some people with such defects don't need any treatment, but others may need medication or surgical repair.

      In almost all heart diseases and abnormalities the ECG or heart sound patterns captured using a stethoscope deviate from the normal waveforms, and therefore researches have been undertaken to recognise or classify these patterns by applying signal processing and machine learning algorithms.

      On the other hand, in auscultation of heart sound, for example to detect heart murmur, often the lung sound due to breathing is also heard. Examining the lung sound can assist clinicians in the detection of wheezing, lung infection, asthma, and many other pulmonary diseases.

      In addition to the ECG (or EKG) and stethoscope, there are other anatomical or functional screening modalities to test and diagnose a heart disease. For example, a continual multichannel ECG system may be used to check the level of stress. This test measures the ability of a person's heart to respond to the body's demand for more blood during stress (exercise or work). Combination of ECG, heart rate, and blood pressure information may be examined as a person's exercise is gradually increased on a treadmill. The information helps to show how well the heart responds to the body's demands and may provide information to help diagnose and treat the defects. It can also be used to monitor the effects of heart treatment.

      Many people have intermittent symptoms such as intermittent chest pain or occasional feelings of their heart beating faster or irregularly. In such cases, ECG changes may not be sufficiently useful for monitoring the heart over a long period or outside clinics. Instead, a device called a Holter monitor can be used and worn for a longer time. This device acts similarly to a normal ECG.

      As another heart screening modality, an echocardiogram is a real-time moving picture of a functioning heart made by using ultrasound waves and generating meaningful images. It can show how well the heart chambers and heart valves operate (for example, effective or poor pumping action as the blood flows through the valves), before and after treatments, as well as other features.

      Calcium build-up (plaque), blood clot, or lipid in coronary arteries, which are indeed life-threatening, can also be detected from three-dimensional (3D) computerised tomography (CT) scan of the heart.

Body muscles, on the other hand, translate thoughts to actions and therefore are considered as the most important movement related component of human body. EMG recordings check the health of both the muscles and the nerves controlling the muscles. The EMG signals can be used to detect the problems with muscles during rest or activity. Disorders or conditions that cause abnormal EMG patterns can be neurological, pathological, or biological. These disorders include [12]: