Thyroid disease is a common disease affecting millions worldwide. Early diagnosis and treatment of thyroid disease can help prevent more serious complications and improve long-term health outcomes. However, thyroid disease diagnosis can be challenging due to its variable symptoms and limited diagnostic tests. By processing enormous amounts of data and seeing trends that may not be immediately evident to human doctors, Machine Learning (ML) algorithms may be capable of increasing the accuracy with which thyroid disease is diagnosed. This study seeks to discover the most recent ML-based and data-driven developments and strategies for diagnosing thyroid disease while considering the challenges associated with imbalanced data in thyroid dise

Background: Polycystic ovary syndrome (PCOS) is one of the most common female endocrine disorders leading to infertility. Majority of women with PCOS have insulin resistance and elevated hemoglobin A1c.The presence of thyroid dysfunction may affect the levels of HbA1c and the results of ovulation induction programs.                                                                    &nbsp

The study of the good and malignant traumas constitutes an important aspect of the medicine science currently simply because most of these traumas are considered one of the incurable morbid cases,

Background: Sub-clinical hypothyroidism (SCTD) is most commonly an early stage of hypothyroidism. Although the condition may resolve or remain unchanged, within a few years in some patients, overt hypothyroidism may develop, with low free T4 levels as well as a raised thyroid stimulating hormone(TSH) level. In general thyroid dysfunction is a condition known to reduce the likelihood of pregnancy and to adversely affect pregnancy outcome. As screening for thyroid disease becomes more common, SCTD is being diagnosed more frequently in clinical practice. The aim of the study is to find out the effect of treating SCTD with thyroxin on the fertility status of the female patient.
Patients and methods: Forty thr

Background: Fibromyalgia (FMS) is characterized by chronic widespread pain and allodynia (pain from stimuli which are not normally painful with pain that may occur other than in the area stimulated) of more than 3 months duration. The current hypothesis of the etiology of FMS includes inflammatory and neuroendocrine disorders. Many features of fibromyalgia and hypothyroidism are virtually the same, and thyroid hormone treatment trials have reduced or eliminated fibromyalgia symptoms. These findings led the authors to test the hypothesis that fibromyalgia patients are hypometabolic compared to matched control .

Patients and Methods: The samples  were taken from the patients attending the out-

Fifty-four Sprague-Dawley albino adult male rats were classified into three main groups each of 18 rats treated for a particular duration (1,2, and 4) weeks respectively. Each group was subdivided into three subgroups each of six rats treated as follows; group (1) serve as normal control, group (2, and 3) intra-peritoneal treated with TiO₂NPs (50,200) mg/kg respectively, body *weight of all rats was measured before and after the experiment, then rats were dissected at the end of each experiment and the weights of the thyroid was measured. The result showed a highly significant decrease (p<0.01) in thyroid gland weight, a highly significant increase (p<0.01) in body weights and TSH, while a highly significant decrease (p&

Background: Hyperthyroidism refers to overactive of thyroid gland leading to excessive synthesis of thyroid hormones and accelerated metabolism in the peripheral tissue.
Objective: The aim of this study is to evaluate a new member of the IL-1 super family of cytokines interleukin-33(IL-33) levels in serum .in order to evaluate its utility as clinical bio marker of autoimmune disease (i.e. hyperthyroidism)
Methods: The present study was conducted on 30 patients from the Iraqi female patients with hyperthyroidism attending Baghdad teaching hospital, in addition to 30 healthy controls. All subjects were (35-65) years old. Parameters measured in the sera of patients and healthy groups, were interleukin -33 (IL-33), Thyroxin (T4), Thyro

Background: Guidelines for blood products transfusion are needed to avoid unnecessary blood transfusion in acute and chronic anaemias to minimize complications.
Objective: To evaluate the practice of blood transfusion in Baghdad Teaching Hospital.
Patients and methods: One hundred and sixty adults Iraqi patients, who had blood transfusion, were selected randomly from different wards of Baghdad Teaching Hospital including General Medicine (GM), General Surgery (GS), Gynecology/Obstetrics (G/O), forty patients from each ward, from October 2011 to October 2012. Collected data included age, gender, type of ward, indication for transfusion, pre-transfusion packed cell volume (PCV) and hemoglobin (Hb), type (whole blood or red blood cell

Background: Autoimmune thyroiditis is one of autoimmune thyroid diseases. The cause of Hashimoto’s thyroiditis is not clearly identified; however, both genetic and environmental are suggested to play a role in pathogenesis of the disease. Helicobacter pylori (H pylori) is one of the possible causative agents.
Objectives: The aim of this study is to look for the association of H. pylori infection with Hashimoto’s thyroiditis.
Patients and Methods: a case-control study involved patients with Hashimoto’s thyroiditis (n=100) and  control group (hyperthyroidism n=50, healthy persons n=50), the study groups were subjected to serological investigation of anti- H. pyloriIgG antibodies, anti-thyroid peroxidase antibody, and anti-

Background: Chronic obstructive pulmonary disease (COPD) is a preventable disease with some significant extra pulmonary effects that may contribute to the severity in individual patients.. The systemic manifestations  of  COPD  include  a number of endocrine disorders , such  as  those  involving the pituitary, the thyroid , the gonads, the adrenals  and  the pancreas.  The  mechanisms  by which COPD  alters  endocrine function are incompletely understood  but likely involve  hypoxemia , hypercapnia , systemic inflammation and  glucocorticoid  administration.

Objective:  To evaluate the relationship bet