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An application of Barnacle Mating Optimizer in Infectious Disease Prediction: A Dengue Outbreak Cases

Meta-heuristic algorithms have been significantly applied in addressing various real-world prediction problem, including in disease prediction. Having a reliable disease prediction model benefits many parties in providing proper preparation for prevention purposes. Hence, the number of cases can be reduced. In this study, a relatively new meta-heuristic algorithm namely Barnacle Mating Optimizer (BMO) is proposed for short term dengue outbreak prediction. The BMO prediction model is realized over real dengue cases data recorded in weekly frequency from Malaysia. In addition, meteorological data sets were also been employed as input. For evaluation purposes, error analysis relative to Mean Absolute Percentage Error (MAPE), Mean Square Error (MSE), and Mean Absolute Deviation (MAD) were employed to validate the performance of the identified algorithms which includes the comparison between BMO against Moth Flame Optimizer (MFO) and Grey Wolf Optimizer (GWO) algorithms. Upon simulation, the superiority is in favour to BMO by producing lower error rates.

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Publication Date
Thu Oct 07 2021
Journal Name
Romanian Neurosurgery
Indirect revascularization in an Iraqi child with Moyamoya Disease

Background: Moyamoya disease (MMD) is a rare cerebrovascular disease characterized by bilateral stenosis starting at the supraclinoid internal carotid artery (ICA), with the development of a collateral network of vessels. It is an established cause of stroke in the pediatric age group. Despite its increasing prevalence in various parts of the world, it remains largely underrecognized in the Middle East, particularly in Iraq. This is the first case of MMD in an Iraqi patient undergoing surgery. Case description: A 12-year-old boy presents with a 3-months history of progressive behavioural changes. MRI revealed diffuse infarcts of different ages. MRA and CT angiography revealed extensive asymmetrical steno-occlusive changes of t

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Publication Date
Wed Jul 01 2009
Journal Name
Journal Of The Faculty Of Medicine Baghdad
A study of 54 cases of cerebellar Astrocytoma (In paediatric age group)

Background: cerebellar astrocytroma is the commonest paediatric posterior fossa tumor.
Patients and method: 54 patients taken from the neuro-surgical unit in the specialized surgical hospital from Aug 1995 till March 2003, all patients studied thoroughly age, gender, Presentation, Radiological diagnoses, surgery, additive therapy & final outcome including 5 years survival &
conclusion is reached.
Results and discussion: the results show that more than half of the patients were at age 5-7 years with very slight male predominance, most cases diagnosed by CT, some with MRI or MRI
alone.Surgery was done for all cases & 16 patients' preceeded by VP shunt. The final out come is compared with other si

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Publication Date
Wed Apr 01 2009
Journal Name
Journal Of The Faculty Of Medicine Baghdad
A study of 62 cases of sciatic nerve injury

Objectives: a study of surgical procedures used in the management of sciatic n injury & acomparism between them including comparism with other universal studies.
Patients and methods: 62 patients collected from the neuro-surgical unit in the specialized surgical hospital from Jan-2004 till October 2007, all patients studied thoroughly regarding age, Gender, type of injury, time of injury & outcome.
Results: 85% of our patients were ♂, 45% were in the age of 21-30 years, most injured by bullet or shells, the delay in surgery was mostly 1-3m, the repair is by direct suture 45%, 29% release of adhesions 16%, excision of neuroma & suturing, 9.6% by nerve graft, the direct suturing carried the&nbsp

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Publication Date
Sat Dec 30 2023
Journal Name
Iraqi Journal Of Science
Machine Learning Prediction of Brain Stroke at an Early Stage

     The healthcare sector has traditionally been an early adopter of technological progress, gaining significant advantages, particularly in machine learning applications such as disease prediction. One of the most important diseases is stroke. Early detection of a brain stroke is exceptionally critical to saving human lives. A brain stroke is a condition that happens when the blood flow to the brain is disturbed or reduced, leading brain cells to die and resulting in impairment or death. Furthermore, the World Health Organization (WHO) classifies brain stroke as the world's second-deadliest disease. Brain stroke is still an essential factor in the healthcare sector. Controlling the risk of a brain stroke is important for the surviv

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Publication Date
Sat Feb 26 2022
Journal Name
Iraqi Journal Of Science
An application of Bacteriocin-Producing Vaginal Lactobacillus Crispatus IS30 in A Gel Formula Against Some Vaginal Pathogens

     The aim of this study was to evaluate the possibility of using Lactobacillus cells as a probiotic to treat some vaginal infections. For this purpose, thirty Lactobacillus isolates were collected from vaginal samples subjected to a screening program to investigate their antagonism abilities against four vaginosis species: Pseudomonas aeruginosa, Escherichia coli, Klebsiella pneumonia and Proteus spp.  Eighteen isolates were selected from the primary screening (agar plug diffusion method) based on their ability to inhibit the growth of 4 indicators which then subjected to a secondary screening program with two methods: detection of bacteriocin activity and

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Publication Date
Wed Jul 01 2009
Journal Name
Journal Of The Faculty Of Medicine Baghdad
Lymphocyte subsets phenotype in patients with infectious mononucleosis

Background: Infectious mononucleosis (IM) is a lymphoproliferative disease caused primarily by the Epstein-Barr virus (EBV) infection. The initial viral infection by EBV occurs in B lymphocytes and is followed by an extensive proliferation of T lymphocytes. Previous studies on immunity to EBV (including IM) have mainly focused on activation of peripheral blood T cells, which are responsible for the lymphocytosis in blood during acute IM.
Patients and Methods: Indirect immunofluorescence technique analysis was performed to detect the percentage of CD3, CD4, CD8, CD19, and CD56 positive lymphocytes.
Results: Our results on the phenotype of T cells in samples from patients with infectious mononucleosis sh

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Publication Date
Sun Oct 03 2010
Journal Name
Journal Of The Faculty Of Medicine Baghdad
Jejunoileal Atresia A study of 60 cases in children welfare teaching hospital.

Background: Congenital defects in continuity of the intestine are morphologically divided into either stenosis or atresia and constitute one of the most common causes of neonatal intestinal obstruction. 
Patients and methods: This is a prospective study for analyzing (60)neonates with jejunoileal atresia who were managed at Children Welfare Teaching Hospital in Baghdad over a three years peroid extending from 1st January 2004 to 1st January 2007.
Results: Thirty six patients (60%) had jejunal atresia while ileal atresia was in(24) patients(40%).The most common type of jejunoileal atresia was type IIIa (38.3%) of the cases and the second was the type II (25%).The clinical presentation for jejunal atresi

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Publication Date
Wed Sep 07 2016
Journal Name
Journal Of The Faculty Of Medicine
Non discogenic lumbar radiculopathy ((A study of 104 cases))

AW Ali T, Journal of the Faculty of Medicine, 2016 - Cited by 1

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Publication Date
Wed Oct 01 2008
Journal Name
Journal Of The Faculty Of Medicine Baghdad
A study of 124 with cases carpal tunnel syndrome

Background: carpal tunnel syndrome (CTS) a relatively common disease affecting ♀ more than ♂, usually at the age between 40 -60 , diagnosed by EMG & NCS, treated when moderate
to severe by surgical decompression of the median nerve.
Objective: To study the role of surgery in the management of CTS.
Patients & method: 124 patients collected from the neuro-surgical departments of the specialized surgical hospital from August 2001 till March 2007, all patients studied thoroughly
regarding age, sex, associated diseases, clinical features, EMG studies, surgery & out come & follow up for at least one year.
Results & discussion: there was around 2:1 ♀:♂ , with age predomena between 40-60

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Publication Date
Sun Oct 02 2016
Journal Name
Journal Of The Faculty Of Medicine Baghdad
Non discogenic lumbar radiculopathy ((A study of 104 cases))

Background: All though the most common etiology of lumbar radiculopathy is herniated disc or spinal stenosis, however there are several intraspinal or extra spinal pathogenic processes that may cause lumbar radiculopathy.
Objective: To assess how often, and review the pathologies that cause non discogenic lumbar radiculopathy.
Patients and Methods: A prospective study was conducted on 600 patients who had lumbar radiculopathy. During one year period we examined 600 patients in outpatient clinic with presumed diagnosis of lumbar disc herniation.Through history and comprehensive physical and neurological examination were performed for all patients. Diagnostic test were done including laboratory, electrophysiological and radiological

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