The paper describes a novel hybrid ensemble algorithm (HEA) that combines learning, class imbalance handling, and feature extraction. To address in the dataset, suggested approach integrates SMOTE oversampling random under sampling (RU) begin, Pearson correlation analysis is used to detect highly associated features dataset. This aids selection of most relevant features, which are either substantially related target variable or have strong association with other features. method seeks...

Background: Piriformis syndrome is a rare neuromuscular disorder that occurs when the piriformis muscle compresses sciatic nerve, leading to pain, tingling, or numbness in buttock region and along course of nerve. It often mimics other causes sciatica, making diagnosis management challenging. Conservative physiotherapy management, particularly soft tissue mobilization, has emerged as potential intervention alleviate symptoms restore function affected individuals. Objective: To determine...

This paper is to examine the current status of operational risk management in Pakistan concerning corporate and banking sector explore reasons for adoption or lack integrated approach management. It identifies imperatives implementation comprehensive solutions leading enterprise (ERM). The mode research qualitative. shows that effective can enhance organizational performance but appropriate infrastructure not available companies. highlights fact knowledge sectors insufficient sample...

Many people are affected by conditions like stroke, spinal cord diseases, cerebral palsy, and nerve injuries, leading to impaired leg function. Bionic foot assist in maintaining stability posture, offering vital aid those with mobility issues for improved quality of life rehabilitation. Consequently, the use bionic has increased. comprising electrical mechanical components, provide comfort support individuals problems. An encouraging solution is introduce robots help patients having problems...

Background & Objective: Low back pain (LBP) is an ever-increasing menace in the young men as well women. Many factors causing it have been identified, most common being improper spinal posture. LBP has targeted by physicians, anesthetists, surgeons and rehabilitation medicine specialists. We compared effects of Kinesio Taping dry needling on reduction disability improvement patients diagnosed with mechanical chronic LBP. Method: A randomized control trial (RCT) was conducted at Rawal...

Background of the study: Mechanical pain musculoskeletal origin, known as nonspecific LBP (NSLBP), has symptoms that change depending on type physical activity [1]. About 85% her patients present in primary care settings are NSLBP patients. Methodology: Randomized control trial (RCT) conducted between January 2020 and October, 2021, Rawal General Dental Hospital Al-Nafees, hospital Islamabad. Thirty were included study. Two participants discontinued. There two groups i.e., 15 KT group 13 DN...

This research work aims to find out social, cognitive and moral effects of facebook on adolescents in Pakistan, because about 65% the country comprises adolescents. The researcher applied quantitative methods, while survey was conducted for collection data. Structured questionnaires were used Data collected through purposive sampling method. analyzed by Statistical Package Social Sciences. findings revealed that social media, particularly Facebook has cognitive, effects, which improve their...

Introduction: Upper crossed syndrome is a common postural dysfunctional pattern that describes the tone of musculature shoulder girdle/ cervicothoracic region body.
 Objective: To determine association Crossed Syndrome and Neck pain among general population in Islamabad.
 Materials & Methods: A cross sectional survey was conducted from December 2017 to February 2018 Rawal General Dental Hospital Islamabad, National Institute Rehabilitation Sciences Islamabad after approval...

Objective: The main objective of the study is to determine frequency injury lingual nerve & inferior alveolar in case mandibular 3rd molar impaction. Materials and Methods: This cross sectional was conducted Bakhtawar Amin Dental Hospital, Multan, during July 2018 December with permission ethical committee hospital. A total 100 extractions were performed age range from 15-80. 25 patients males 75 females. predictor variables for age, gender, level impaction(soft tissue, partial bony or...

Most enterprises adopted social media for marketing purposes. Traditional resources about one decade ago are now a day's costly and less productive than media. Companies that using like Facebook to provide different services therefore interact with customers, users produce valuable content which is available on free of cost. To enhance market capitalization, expand value effectiveness analyze competitor business strengths value. Businesses must monitor sites their own see customer's response...

Economics and conventional investment theory assumes that people are rational while markets efficient, but often think act irrationally, financial rarely follow textbook models of efficiency.Whereas behavioral finance uses knowledge from psychological studies in context decision making comparison to the so called predictable popular standard finance.Most oftenly investor behavior diverges logics rationality as investors victim numerous errors intervene they form up decision.Decison is...