In this paper, a novel Multi-Objective Hypergraph Particle Swarm Optimization (MOHGPSO) algorithm for structural health monitoring (SHM) systems is considered. This algorithm autonomously identifies the most relevant sensor placements in a combined fitness function without artificial intervention. The approach utilizes six established Optimal Sensor Placement (OSP) methods to generate a Pareto front, which is systematically analyzed and archived through Grey Relational Analysis (GRA) and Fuzzy Decision Making (FDM). This comprehensive analysis demonstrates the proposed approach’s superior performance in determining sensor placements, showcasing its adaptability to structural changes, enhancement of durability, and effective management of the life cycle of structures. Overall, this paper makes a significant contribution to engineering by leveraging advancements in sensor and information technologies to ensure essential infrastructure safety through SHM systems.

Objective: To find out the frequency of hypoglycemia among infants of diabetic mothers (IDMs) and factors affecting it. Study Design: Descriptive Cross Sectional study. Setting: Department of Neonatology, The Children’s Hospital and Institute of Child Health, Multan, Pakistan. Period: September 2019 t0 June 2020. Material & Methods: A total of 186 IDMs admitted to department of neonatology during the study period were enrolled. Bed side blood glucose (BG) was measured using “Accu Chek Performa Blood Glucose Meter” at 0, 2, 4, 6, 8, 12, 18 and 24 hours of life. All IDMs (Infants of Diabetic Mothers) were labeled either gestational diabetes mellitus (GDM) or pre GDM (pre-GDM). IDMs noted to have hypoglycemia during 1^st 24 hours of life were described as hypoglycemic and others were labeled as normoglycemic IDMs. Results: Hypoglycemia was noted among 77 (41.4%) IDMs. Duration of disease was significantly more among mothers of hypoglycemic infants (27.62+28.8months vs. 19.69+24.41 months, p=0.0444). Significantly more large for gestational age (LGA) IDMs were found to be hypoglycemic in comparison to normoglycaemic ones (32.5% vs. 16.5%, p=0.0110). Among a total of 77 IDMs noted to have hypoglycemia, 34 (44.1%) were born to mothers who had GDM while remaining 43 (55.9%) were born to pre-GDM mothers. Significantly more IDMs were preterm among pre-GDM mothers when compared to GDM mothers (53.5% vs. 23.5%, p=0.0077). Conclusion: Hypoglycemia is frequent problem among IDMs. Increased duration of diabetes among mothers, LGA as well as preterm IDMs are found to have significantly increased risk of developing hypoglycemia.

Objective: To determine the frequency of bacterial infection in children less than five years of age presenting with respiratory wheeze to Tertiary care centre. Study Design: Descriptive Case Series study. Setting: Department of Pediatrics, The Children’s Hospital and The Institute of Child Health, Multan. Period: November 2019 to April 2020. Material & Methods: A total of 130 children, presenting with respiratory symptoms were examined for presence of respiratory wheeze. After confirmation of chest auscultation, patients were enrolled. Information regarding duration of wheeze, axillary temperature, presence of chest in drawing and respiratory rate were recorded. Appropriate blood sample were drawn for total leukocyte count and differential leukocyte count from which absolute neutrophils count was calculated. Children were evaluated for the presence of bacterial infection as per operational definition. Results: There were 38 (29.23%) female and 92 (70.76%) male patients. Overall, mean age was13.17±5.49 with age range of 1-57 months. Bacterial infection was noted in 33 (25.38%) patients. Out of 130 patients presenting with wheeze, 50 patients (38.46%) had temperature range of 98.1-99⁰F. Absolute neutrophil count was more than 5000/dl in 42(32.30%) patients, out of these 33(78.6%) had bacterial infection. Chest X-rays were showing infiltrates in 110 (84.6%) patients. Conclusion: Children suffering from wheeze have bacterial infection if age is less than five years and there is fever, crepitations, elevated absolute neutrophil count and radiographic evidence of pneumonia.

Objectives: To compare the prevalence of psychosocial problems in children with and without epilepsy. Study Design: Comparative Cross Sectional study. Settings: The Children’s Hospital and The Institute of Child Health Multan (CH & ICH). Period: July 2019 to December 2019. Material & Methods: Fifty-nine patients of either gender, 5 -12 years of age, diagnosed as Epilepsy were included in group A. For the group B the patient of same number, age and gender without epilepsy visiting the general outpatient department of the hospital with acute illness were included. The children having known psychiatric disorder, and intellectual disability were excluded. Educational level of parents, socioeconomic status, Time of onset, type, outcome of epilepsy, number of antiepileptic medicines used and EEG findings were noted. Intelligence Quotient of each patient was calculated. A Pediatric Symptom Checklist was used for psychosocial problems in all children. Data was analyzed by using SPSS version 20. Result: Out of 118 patients (59 in group A and 59 in group B), 68% (n=73) were male. Mean age of the participants was 10.2years (st dev.±11.1). Patients age ranging between 5-9 years constituted 32% (n=38) while 68% (n=80) were more than 9 to 12 years. Most of the children belonged to low socioeconomic status 66% (n=78). Educational level of parents was below matric in 67.8% (n=80) and 32.2% (n=38) were above matric. In Group A 64.41% (n=38) patients had generalized tonic clonic type of epilepsy, 28.81% (n=17) partial/focal type and 3.39% (n= 2) myoclonic type. In 42% (n=52) of patient’s epilepsy was controlled while in 58% (n=7) patients it was uncontrolled. Psychosocial problems were detected in 59.3% (n=35) patients in epileptic group A while in 23.7% (n=14) in non-epileptic group B. Single use of antiepileptic was important factor causing psychosocial problems in epileptic children. Conclusion: Psychosocial problems are more common in Epileptic children, so psychological evaluation and management must be integral part of their therapy.