Lung cancer, similar to other cancer types, results from genetic changes. However, it is considered as more threatening due to the spread of the smoking habit, a major risk factor of the disease. Scientists have been collecting and analyzing the biological data for a long time, in attempts to find methods to predict cancer before it occurs. Analysis of these data requires the use of artificial intelligence algorithms and neural network approaches. In this paper, one of the deep neural networks was used, that is the enhancer Deep Belief Network (DBN), which is constructed from two Restricted Boltzmann Machines (RBM). The visible nodes for the first RBM are 13 nodes and 8 nodes in each hidden layer for the two RBMs. The enhancer DBN was tr

      Eight-hydroxyguanosine  (8-OHdG) is considered as one of the principle forms of oxygen radicals that stimulated the oxidative stress and has been extensively utilized as a biomarker for oncogenesis. The primary goal of the present study was to investigate the alteration in the levels of 8-OHdG, antioxidant profile and proinflammatory cytokines levels in patients with lung carcinoma. Blood samples were collected from 40 cases with lung cancer (stage III) admitted before the treatment, for health examination at the Nanakaly Hospital in Erbil city and 45 healthy samples of controls with ages ranging between 38-69 years for both groups. Circulating concentration of 8-OHdG, tumor necrosis factor and interleukin-6 were evaluated by

 In this paper, we estimate the survival function for the patients of lung cancer using different nonparametric estimation methods depending on sample from complete real data which describe the duration of survivor for patients who suffer from the lung cancer based on diagnosis of disease or the enter of patients in a hospital for period of two years (starting with 2012 to the end of 2013). Comparisons between the mentioned estimation methods has been performed using statistical indicator mean squares error, concluding that the survival function for the lung cancer by using shrinkage method is the best

bACKGROUND:

Background: Non-small cell lung cancer (NSCLC) is caused of 85% of all lung cancers. Among the most important factors for lung tumor growth and proliferation are the tyrosine kinase receptors that coded by the epidermal growth factor recep-tor (EGFR) gene. Activation of EGFR ultimately leads to developing of lung cancer. The present study was undertaken with an objective to detect EGFR mutations in bronchial wash from Iraqi patients with NSCLC before treatment. Methods: DNA was extracted from bronchial wash samples collected from 50 patients with NSCLC by using a Qiamp DNA Mini Kit (Qiagen, Hilden, Germany). Then, EGFR mutations were determined by using real-time RCR combined with two technologies, Amplification Refractory Mutation System (

Background: Neonatal infections are afrequent and important causes of neonatal morbidity and mortality especially in the developing countries.
Objective: The aim of the study is to determine the clinical picture, risk factors associated with neonatal sepsis and to estimate short term outcome from neonatal sepsis and its relation to birth weight, gestational age, onset of sepsis and type of bacteria.
Patients and Methods: A prospective study was conducted on 80 neonates presented with sepsis who had been admitted to intensive care unit in Children Welfare Teaching hospitals in Baghdad over six months period between (15th of January 2008 to 15th of June 2008).A thorough history and physical examination were carried out, and samples o

Background: Pulmonary hypertension (PH) is a hemodynamic and pathophysiological condition
defined as an increase in mean pulmonary arterial pressure (PAP) ≥25 mmHg at rest as assessed by
right heart catheterization (RHC). Although there is some underestimation and overestimation of PAP
between transthoracic Doppler echo (DE) and RHC, Doppler echo remains an indispensable screening
tool for the assessment of PH.
Objective: clinical evaluation of patients with primary pulmonary hypertension (PPH) and assess
vasoreactivity testing to identify patients who may benefit from long term therapy with calcium channel
blockers (CCBs).
Patients and methods: This prospective study was performed in the cardiac catheterization

Background: Chronic obstructive pulmonary disease (COPD) is a common disease and it accounts for over 10% of all hospital medical admission. Cigarette smoking is the most important risk factor. Pulmonary arterial hypertension (PHT) is a common complication of COPD and the increase in pulmonary artery pressure is often mild to moderate. The presence of pulmonary arterial pressure and its severity is readily and reliably determined by transthoracic echocardiography in majority of COPD patients.
Patients and Methods: This study included 55 patients with mean age 65.6 ±8.2 years .The mean duration of symptoms was 18 ±10 months. 32 patients (58%) were current smoker, 18 patients (33%) were exsmoker and 5 pat

There is a great risk of cardiovascular disease (CVD) and vascular thrombosis in patients with End-Stage Renal Disease (ESRD). These patients exhibit numerous abnormalities in coagulation, fibrinolytic, inhibitory protein abnormalities in multiple levels. The study aimed to assess hypercoagulable changes by measuring the levels of antithrombin, plasma fibrinogen and FXII activity in patients with ESRD, and to find their correlation with Hemoglobin (Hb) level, WBC count, reticulocyte percentage and platelet count. This study was conducted at Al-Hayat center, Al Karama Teaching Hospital on 50 ESRD patients aged < 60 years of both genders. In addition, 20 apparently healthy individuals were included as a control group. The mean Hb level, total

• ِAbstract:

Autonomic neuropathy, vasculogenic causes, endocrine deficit, drug-induced, psychosocial problems, or a combination of these causes might lead to Erectile dysfunction (ED).

• Aim:

This study aimed to compare between pudendal neuropathy against limb neuropathy in patients with diabetics and complaining from Erectile dysfunction by considering the Electrophysiological studies.

• Methodology:

84 diabetic subjects were enrolled in this analytic cross-sectional study with an average age of 38.4 years presented with impotence. All of them were assessed by Electrophysiological stud