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Book Review: Deep Learning

Kim KG

No abstract available.
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Correction: Methods of Hematoxylin and Eosin Image Information Acquisition and Optimization in Confocal Microscopy

Yoon WB, Kim H, Kim KG, Choi Y, Chang HJ, Sohn DK

In the article, Methods of Hematoxylin and Erosin Image Information Acquisition and Optimization in Confocal Microscopy, there was a typographical error in the title.
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Virulence of Cultured Supernatant in Porphyromonas gingivalis W50 under Hemin- and Menadione-Limited Culture Condition

Kim KJ, Kim EC, Kim KG, Lee HO, Jang SI, Chung CP

No abstract available.
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Understanding and Application of Multi-Task Learning in Medical Artificial Intelligence

Kim YJ, Kim KG

In the medical field, artificial intelligence has been used in various ways with many developments. However, most artificial intelligence technologies are developed so that one model can perform only one...
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Development of an Optimized Deep Learning Model for Medical Imaging

Kim YJ, Kim KG

Deep learning has recently become one of the most actively researched technologies in the field of medical imaging. The availability of sufficient data and the latest advances in algorithms are...
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Crohn's Disease with Intraabdominal Abscess as the Initial Diagnosis

Song MS, Yi JI, Kim KG, Dong SH, Kim HJ, Kim BH, Jang YW, Chang R

  • KMID: 1890989
  • Korean J Gastrointest Endosc.
  • 1997 Jun;17(3):430-434.
Intraabdominal abscesses and their sequalae have long been observed in patients with Crohn's disease. Patients with Crohn's disease account for little more than 0.5% of all patients coming to laparotomy...
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Limb Salvage Surgery Using Whole Knee Joint Allograft Reconstruction in Osteosarcoma

Kang HG, Kim JH, Kim KG

  • KMID: 2336321
  • J Korean Orthop Assoc.
  • 2014 Jun;49(3):244-249.
Limb salvage should be considered after complete remission in young and physically active patients with osteosarcoma. Herein we described a patient who was treated with whole knee allograft reconstruction for...
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The Recent Progress in Quantitative Medical Image Analysis for Computer Aided Diagnosis Systems

Kim TY, Son J, Kim KG

Computer-aided diagnosis (CAD) has become one of the major research subjects in medical imaging and diagnostic radiology. Many different CAD schemes are being developed for use in the detection and/or...
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A Case of Adenosquamous Carcinoma Developed at the Gastrojejunal Anastomotic Site

Hwang NC, Kim KG, Lim SJ, Park SJ, Kim YK, Kim SY, Kim YJ, Cho MK, Lee GJ, Suh DY, Kang MJ

  • KMID: 1647239
  • Korean J Gastroenterol.
  • 2002 Nov;40(5):334-337.
Adenosquamous carcinoma, a rare malignant tumor of the stomach, is characterized by the presence of two different cell components, adenomatous type and squamous type. It is even less frequently encountered...
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Detection and Weak Segmentation of Masses in Gray-Scale Breast Mammogram Images Using Deep Learning

Kim YJ, Kim KG

Purpose: In this paper, we propose deep-learning methodology with which to enhance the mass differentiation performance of convolutional neural network (CNN)-based architecture. Materials and Methods: We differentiated breast mass lesions from...
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A Study on Pupil and Iris Segmentation of the Anterior Segment of the Eye

Kang HC, Kim KG, Oh WV, Hwang JM

OBJECTIVE: The goal of this study was to develop a novel pupil and iris segmentation algorithm. We evaluated segmentation performance based on a fractal model. Two methods were compared: Daugman's...
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Applying Deep Learning in Medical Images: The Case of Bone Age Estimation

Lee JH, Kim KG

OBJECTIVES: A diagnostic need often arises to estimate bone age from X-ray images of the hand of a subject during the growth period. Together with measured physical height, such information...
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Anesthetic management for a pediatric patient with joubert syndrome: A case report

Lee YS, Kim WY, Kim KG, Chang MS, Kim JH, Park YC

Joubert syndrome is a rare autosomal recessive condition in which there is complete or partial agenesis of the cerebellar vermis. The clinical features are hypotonia, ataxia, mental retardation, abnormal ocular...
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Comparison of 67Ga planar imaging and SPECT for the evaluation of activity in undetermined minimal pulmonary tuberculosis

An M, Chang WK, Kim KG, Kim SM, Kim YK, Kim YJ, Park BY, Cho MK, Lee GJ

BACKGROUND: We have studied the 67Ga SPECT to determine the activity of pulmonary tuberculosis, especially in patients with minimal extent of the disease on chest radiographs. Because active minimal pulmonary...
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Deep Learning in Thyroid Ultrasonography to Predict Tumor Recurrence in Thyroid Cancers

Kil J, Kim KG, Kim YJ, Koo HR, Park JS

Purpose: To evaluate a deep learning model to predict recurrence of thyroid tumor using preoperative ultrasonography (US). Materials and Methods: We included representative images from 229 US-based patients (male:female = 42:187;...
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A Study of Joint Space Narrowing and Erosion in Rheumatoid Arthritis

Kang HC, Kim KG, Bae JP, Jeong CB, Kim S

  • KMID: 2330911
  • J Korean Soc Med Inform.
  • 2009 Dec;15(4):483-492.
OBJECTIVE: This study was conducted to measure radiographic joint space width and to estimate erosion in the hands of patients with rheumatoid arthritis. It showed that joint space width, homogeneity,...
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Methods of Hematoxylin and Erosin Image Information Acquisition and Optimization in Confocal Microscopy

Yoon WB, Kim H, Kim KG, Choi Y, Chang HJ, Sohn DK

OBJECTIVES: We produced hematoxylin and eosin (H&E) staining-like color images by using confocal laser scanning microscopy (CLSM), which can obtain the same or more information in comparison to conventional tissue...
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Factors Associated with Website Operation among Small Hospitals and Medical and Dental Clinics in Korea

Park YT, Kim YJ, Kim KG

Objectives: The objective of this study was to investigate the factors associated with website operation among medical facilities. Methods: A cross-sectional study design was employed to investigate 1,519 hospitals, 33,043 medical...
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Application of Stereo-Imaging Technology to Medical Field

Nam KW, Park J, Kim IY, Kim KG

OBJECTIVES: There has been continuous development in the area of stereoscopic medical imaging devices, and many stereoscopic imaging devices have been realized and applied in the medical field. In this...
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Design of Automatic Hand Sanitizer System Compatible with Various Containers

Lee J, Lee JY, Cho SM, Yoon KC, Kim YJ, Kim KG

Objectives: Demand for hand sanitizers has surged since the coronavirus broke out and spread around the world. Hand sanitizers are usually applied by squirting the sanitizer liquid when one presses...
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