Disease Recognition using Machine Learning Techniques

Name: Disease Recognition using Machine Learning Techniques
Brand: LAP Lambert Academic Publishing
SKU: 9783659897276
Price: 12063 HUF
Availability: InStock

Szerző: Garima Bhatia

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

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Healthcare is very important aspect in everyone's life. Elder people are usually dependent on medici...

Információk a könyvről

Szerző

Garima Bhatia

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

EAN

9783659897276

Enbook ID

13513759

Kiadó

LAP Lambert Academic Publishing

Súly

136

Méretek

150 x 220 x 5

Teljes leírás

Healthcare is very important aspect in everyone's life. Elder people are usually dependent on medicines and continuous health support from outside environment for their health management. The bones of people in age group 65 and above have become so weak that they are not able to walk within their homes, so, they prefer to stay alone rather than being shifted to old age homes or nursing care centers as it gives a feeling of independence to them. To prevent the late recognition and treatment of health problems, systems for automatic health monitoring, diagnose and care have been proposed. Once the system identifies a problem, the physician is notified with the details of the problem diagnosed. The movement pattern of people is acquired using a motion capture system and then classified into: Parkinson disease, Back pain, Normal, Hemiplegia and leg pain. The various classification techniques are applied on the dataset and the clustering is done. Validity of the clustering algorithm is done using CVAP. The classification accuracies of various classification techniques are compared and tested.

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Disease Recognition using Machine Learning Techniques

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