<b>Soft Computing Healthcare Intelligence through Multisensory Activity Recognition</b> Remote patient monitoring through telemedicine has become very usual nowadays. Sensor are attached to the patient’s body and they monitor the vital signs during various activity, the data acquires from sensor is given as input to genetic algorithm based activity recognition system. If any deviations are found in vital signs during any activity, it is informed to the physician. Simulation was performed by taking 10 sample patients and some activities. Results prove the efficiency of the algorithm. Telemedicine, Sensor 294-300 Issue-1 Volume-2 S. M. Sivakama Sundari | Dr. A. Rijuvana Begum