• International Journal of Computer Science & Network Security
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• 제23권10호
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• pp.81-88
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• 2023

In the present scenario, enormous amounts of data are produced every second. These data also contain private information from sources including media platforms, the banking sector, finance, healthcare, and criminal histories. Data mining is a method for looking through and analyzing massive volumes of data to find usable information. Preserving personal data during data mining has become difficult, thus privacy-preserving data mining (PPDM) is used to do so. Data perturbation is one of the several tactics used by the PPDM data privacy protection mechanism. In Perturbation, datasets are perturbed in order to preserve personal information. Both data accuracy and data privacy are addressed by it. This paper will explore and compare several perturbation strategies that may be used to protect data privacy. For this experiment, two perturbation techniques based on random projection and principal component analysis were used. These techniques include Improved Random Projection Perturbation (IRPP) and Enhanced Principal Component Analysis based Technique (EPCAT). The Naive Bayes classification algorithm is used for data mining approaches. These methods are employed to assess the precision, run time, and accuracy of the experimental results. The best perturbation method in the Nave-Bayes classification is determined to be a random projection-based technique (IRPP) for both the cardiovascular and hypothyroid datasets.

• Asian Pacific Journal of Cancer Prevention
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• 제17권10호
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• pp.4577-4581
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• 2016

Objective: The aim of this study was to assess thyroid function in breast cancer patients exposed to therapeutic external beam radiation. The focus was on possible progressive changes and any relationships between the incidence of primary hypothyroidism, the time required to become hypothyroid, and factors such as chemotherapy, hormonotherapy and immunotherapy. Materials and Methods: Seventy females undergoing 3D conformal and IMRT radiation therapy for breast cancers were enrolled in a non-randomized prospective study. The patients was divided into two groups: those after mastectomy or breast conserving surgery (BCS) were irradiated to a scar of the chest wall/breast and the ipsilateral supraclavicular and the axillary areas (supraclavicular radiotherapy group - SC-RT group - 32 patients) and the control group receiving adjuvant chest wall/breast RT only (BCT group - 38 patients).The total doses were 50.0 to 70 Gy in 5 to 7 weeks. The median follow-up term was 24 months (range, 1-40 months). Thyroid function was evaluated by measuring thyroid stimulating hormone (TSH), free thyroxine (fT4), and free triiodothyronine (fT3) levels. The minimum, maximum and mean thyroid gland doses for 20 Gy (V20) were calculated for all patients. Results: Statistically significant results were obtained for the SC-RT group. Two yearsa fter the end of RT the chance of an event was increased in 6% of the population (p=0.009) in the SC-RT group. In the BCT group no significance was noted. No statistically significant differences were found for V20, chemio-, immunotherapy and hormonotherapy or Ki67 values (p=0.12). No significant results were obtained for development of hypothyroidism and clinical factors (age, thyroid volume, treatment modalities). Conclusion: Radiotherapy is associated with a higher incidence of thyroid toxicity in breast cancer patients. Routine thyroid function monitoring should be recommended in such cases.

• 대한핵의학회지
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• 제39권6호
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• pp.489-490
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• 2005

Purpose: The thyroglossal duct runs from the base of the tongue to the thyroid. Rarely the thyroid completely fails to migrate and results in ectopic thyroid tissue, which can be demonstrated scintigraphically. A 31-year old female patient was referred for thyroid scintigraphy due to protruding mass at the base of the tongue. She was mildly hypothyroid. Te-99m pertechnetate thyroid scan was performed to rule out ectopic thyroid gland. There showed a focal area of intense tracer uptake in sublingual area, suggesting the sublingual thyroid. In addition there noted diffusely increased tracer uptake in both breasts. The patient delivered a baby 6 months prior to the scan and was on breast-feeding. Free Tc-99m pertechnetate physiologically secrets into the salivary glands, the stomach, the gastrointestinal tract, the genitourinary tract and the mammary glands and sodium-iodide symporter plays a role in the accumulation of free Tc-99m pertechnetate. We report simultaneous visualization of lactating breasts and ectopic thyroid gland in the base of the tongue.

• 대한두경부종양학회지
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• 제22권2호
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• pp.137-141
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• 2006

Purpose : It has been generally accepted that lobectomy is a standard surgical procedure in treatment of benign thyroid nodules. However lobectomy may cause postoperative hypothyroidism. Most of surgeons believe that nodulectomy has its limitation in treatment of thyroid nodules due to recurrence of nodules and presence of cancer. The current study attempts to determine whether nodulectomy is justified in aspects of preservation of thyroid function, risk of recurrence and complications. Methods: Data was collected retrospectively on 74 patients undergoing thyroidectomy(single nodulectomy, n=43;bilateral nodulectomies, n=9;lobectomy with nodulectomy, n=22) for benign thyroid nodules from 1999 to 2004. All patients were evaluated for complication, postoperative thyroid function, and recurrence of benign nodule and cancer were followed by regular ultrasonographic examination for 2-6 years. Results : The pathologic results of 74 patients were nodular hyperplasia(55 patients), Hashimoto's thyroiditis(8 patients), follicular adenoma(7 patients) and papillary carcinoma(4 patients). Average operation time was 30 minutes from skin incision to specimen out. In postoperative follow-up of 70 patients, six cases(8.5%) became mild hypothyroid, and ultrasonographically detected micronodule was also six cases(8.5%). There were no other complications. Conclusion : Thyroid nodulectomy appears to have advantages of relatively few complication and simple procedure with no access to laryngeal nerves. Therefore, it may be one of treatment options in selected cases of benign thyroid nodules.

• Tuberculosis and Respiratory Diseases
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• 제42권2호
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• pp.238-243
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• 1995

갑상선 기능저하증은 수면 무호흡 증후군의 한 원인이 될 수 있다. 수면 무호흡 증후군 환자에서 병력과 이학적 검사상 갑상선 기능저하의 가능성에 대한 충분한 평가가 필요하며 갑상선 기능저하증 환자에서도 수면 무호흡 증후군의 증상 및 가능성에 대한 고려가 필요하다. 저자들은 갑상성 기능저하증이 동반된 수면 무호흡 증후군 1예를 경험하였기에 문헌 고찰과 함께 보고하는 바이다.

• Tuberculosis and Respiratory Diseases
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• 제59권3호
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• pp.321-325
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• 2005

저자들은 복수나 심낭액, 심부전의 소견 없이 갑상선기능저하증에 의해 발생한 일측성 흉막액을 진단하고, levothyroxine sodium 치료로 호전을 보인 환자 1예를 경험하였기에 문헌 고찰과 함께 보고하는 바이다.

• 한국임상수의학회지
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• 제23권2호
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• pp.149-152
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• 2006

The canine thyroglobulin autoantibody assay is to be used for the diagnosis of autoimmune thyroid disease in dogs. Antithyroglobulin antibodies are present in about 50 percent of hypothyroid dogs. In this report, the sera of the five canine patients ($P1{\sim}P5$) referred to the Veterinary Medical Teaching Hospital in Seoul National University were assessed by T4, TSH and thyroglobulin autoantibody (TgAA). P1 was diagnosed as severe hypothyroidism since he showed very high TSH levels with low T4 values. P2 and P3 born with a genetic predisposition were assessed as normal in thyroid function. P4 was normal, but needed follow-up examination for TgAA assay. P5 showed the positive result in TgAA assay, so it was diagnosed as autoimmune thyroiditis. As the cases above show, not only T4 and TSH, but also TgAA assay to be considered for more accurate assessment of the status of the thyroid.

• 대한핵의학회지
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• 제6권2호
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• pp.41-47
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• 1972

The radioimmunoassay of human thyrotropin was performed in various thyroid states, utilizing the anti-h-T.S.H. antibody and purified human thyrotropin supplied from National Institute of Arthritis and Metabolic Diseases, Bethesda, Ma., U.S.A., and human thyrotropin standard-A obtained from National Institute for Biologic Standards, Mill Hill, London, England. $^{131}I$ labelled h-TSH was prepared after the Chloramine-T method of Greenwood et al. This double antibody system had a assay sensitivity of about $1.0{\mu}U/ml$ of plasma HTS-A and could detect the plasma h-TSH level in the euthyroid patients. Plasma h-TSH level of the normal 26 Korean was $1.1{\pm}0.83{\mu}U/ml$, and that of the 8 hypothyroidisms were 8.3 to $67.5{\mu}U/ml$. In hyperthyroidisms, no cases showed the plasma h-TSH levels over $1.0{\mu}U/ml$. Between the hypothyroidism and euthyroidsm, no overlap is noticed on plasma h-TSH levels. A case of transient hypothyroid state identified by determination of plasma h-TSH level is presented. These results revealed that the radioimmunoassay of h-TSH in plasma could be a sensitive method to diagnose the hypothyroidsm, if not caused by a pituitary disease.

• 대한핵의학회지
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• 제6권1호
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• pp.41-49
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• 1972

The author observed the thyroid $^{131}I$ uptake rate using an intradermal injection method. The amount of activity remaining at the site of intradermal injection of 0.1 ml. of $5{\mu}Ci.\;of\;^{131}I$ in physiologic saline was measured in 79 cases of hyperthyroidism and in 24 cases of hypothyroidism. The cases had been confirmed by clinical and laboratory findings, at the department of medicine, (radioisotope clinic) Pusan National University Hospital. Twenty-nine normal control cases were examined currently by the same technique during the period from Jan. 1967 to June 1970. The following results were obtained: 1. In the normal group, the ranges and mean values of the thyroid uptake 10, 15, 20, 25, 30 and 60 minutes after intradermal $^{131}I$ injection, were $0{\sim}10%(6.33{\pm}1.63),\;0{\sim}15%(7.83{\pm}2.12),\;0{\sim}15%(8.46{\pm}2.82),\;5.1{\sim}20%(9.66{\pm}2.27),\;5.1{\sim}25%(10.47{\pm}2.52),\;5.1{\sim}30%(13.03{\pm}4.42)$. 2. In the hyperthyroid group, the ranges and mean values of the thyroid uptake 10, 15, 20, 25, 30 and 60 minutes after intradermal $^{131}I$ injection were $5.1{\sim}45%(22.25{\pm}7.04),\;10.1{\sim}50%(28.32{\pm}6.67),\;15.1{\sim}55%(34.78{\pm}11.63),\;15.1{\sim}65%(37.95{\pm}7.72),\;20.1{\sim}65%(41.49{\pm}0.05)\;and\;20.18096(48.71{\pm}12.51)$. 3. In the hypothyroid group, he ranges of thyroid $^{131}I$ uptake by intradermal $^{131}I$ injection at 10, 15, 20, 25, 30 and 60 minutes lay between 0 and 10%, and the the mean values were $4.23{\pm}1.76,\;5.08{\pm}1.68,\;5.56{\pm}1.70,\;6.02{\pm}1.75,\;6.37{\pm}1.91\;and\;6.95{\pm}2.07$. 4. In conclusion, thyroid function test using an intradermal injection method in cases of hyperthyroidism, showed characteristic values which seemed to be of diagnostic significance.

• 대한핵의학회지
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• 제21권2호
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• pp.151-154
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• 1987

Total 114 patients were studied prospectively with radioiodine uptake (RAIU) and $^{99m}TcO_4^-$ thyroid scan to design a very simple, rapid and inexpensive method measuring the thyroid uptake on thyroid scan. After the RAIU was obtained at 24 hours after P.O. of $^{131}I$, Thyroid scan was performed at 20 minutes after LV. of $^{99m}TcO_4^-$ and the bilateral salivary glands were included in the scan field. Pinhole collimated and computer assisted gamma camera was used. Three regions of interest were set on each salivary gland and on the thyroid by automatic edge detection method. Mean counts per pixel were calculated for each ROI and the salivary-thyroid ratio (STR) was defined as; $$STR(%)=\frac{Mean\;counts\;per\;pixel\;of\;salivary\;glands\;(KC)}{Mean\;counts\;per\;pixel\;of\;thyroid\;gland\;(KC)}\times100$$ 114 cases consisted of 41 normal, 55 hyperthyroid and 18 hypothyroid patients and correlation between the STR and the RAID were evaluated in total and each group. The STR and the RAID showed reverse linear regression in 114 cases (r= -0.8, P=0) and closer correlation was shown in hyperthyroid group (r= -0_9, p=0). Mean STR in normal group was 47.6%. In predicting the RAID by STR, sensitivity and specificity were 88.3% and 64.9% in 114 cases and 95.3% and 83.3% in hyperthyroid group. It is recommended that the STR be used in place of the RAID giving same information at saving time, money and radiation exposure.