1.Gluteus Maximus Transposition for Anal Incontinence.
Ji Young CHANG ; Cheong Tong KIM ; Kweon Cheon KIM ; Young Don MIN
Journal of the Korean Society of Coloproctology 1997;13(1):137-144
Anal incontinence following pelvic trauma, surgery or neurologic disorder has significant medical and social implications. When no known functioning sphincter muscles are present, surgical correction of this distressing condition other than by stomal fecal diversion is aimed at recreating a sphincter mechanism under voluntary control. The use of the gluteus maximus encircling the neorectum with a contractile muscualr ring provides an active control of continence and reserves the anorectal angulation. The sacrifice of the entire gluteus maximum muscle in an ambulatory patient will cause difficulty in climbing stairs; however, the use of the anatomically dissected lower half will preserve its function. With careful dissection, the lower half of the g1uteus maximus muscle together with its neurovascular supply can be developed for anal sphincter reconstruction. Three Patient, (two men and one woman) underwent g1uteus maximus transposition for complete anal incontinence. The indication for operation were sphincter destruction secondary to extensive soft tissue necrosis on perianal, perineal and buttock area due to necrotizing fascitis(n=2), and soft tissue defect on perianal, buttock area due to trauma(n=1). The procedure is performed with the use of a diverting colostomy. The inferior portion of the origin of each gluteus maximus is detached from the sacrum and coccyx, bifurcated,and tunneled subcutaneously to encircle the anus. The ends were sutured together to form two opposing slings of voluntary muscles. Postoperatively two patient regained continence to solid stool, one to liquid stool as well. The technique of constructing sphincter is simple and utilizes principles of muscle tendon transfer without jeopardizing function of gait. Furthermore the gluteus maximus muscle, being an accessory muscle of anal continence, is an ideal structure for this reconstruction.
Anal Canal
;
Buttocks
;
Coccyx
;
Colostomy
;
Fecal Incontinence
;
Gait
;
Humans
;
Male
;
Muscle, Skeletal
;
Muscles
;
Necrosis
;
Nervous System Diseases
;
Sacrum
;
Tendon Transfer
2.Pathologic Classification of the Resected Gastric Carcinoma.
Gu KANG ; Hyung Sik SHIN ; Min Chul LEE ; Young Euy PARK ; Joo Seop KIM ; Chul Jae PARK ; Soo Tong PAI
Korean Journal of Pathology 1992;26(1):17-27
A total of 212 cases of gastric carcinoma resected at Kang-Dong Sacred Heart Hospital during the period of 4 years from December 1986 to December 1990 were examined according to Borrmann, Mulligan-Rember, Ming and WHO methods based on histopathological investigations. In Mulligan-Rember (M-R) classification, intestinal cell type (IC) was frequently seen in Borrmann type I and II; pyloro-cardiac gland cell type (PC) in II and III, and mucous cell type (MC) in IV and III. Expanding growth pattern was more frequent in IC, infiltrative growth pattern in MC, and PC showed less infiltrative growth than MC. In gross type, the most expanding growth pattern was seen in Advanced gastric carcinoma type (AGC) I and the next one was in AGC II; the ratio of infiltrative versus expanding type was highest in AGC IV and next in AGC resembling early gastric carcinoma (EGC) and AGC III in order. On WHO classification except squamous type, all the papillary type showed expanding growth and infiltrative growth was frequently seen in signet-ring cell, undifferentiated, tubular and mucinous types in order. Lymphoid stroma was more frequently found in expanding type than infiltrative type. The frequency of angioinvasion of tumor cells observed was high in AGC resembling EGC, AGC II, III, IV, I and EGC in order. In WHO classification excluding squamous type, undifferentiated and signet-ring cell types occurred more frequently under the age of 60 and papillary type were more frequnetly seen over the age of 60. But tubular type had no difference between the two age groups. In Ming's classification, expanding type was more frequently seen than infiltrative type over the age of 60.
3.Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and AttentionDeficit/Hyperactivity Disorder With Psychological Test Reports
Tong Min KIM ; Young-Hoon KIM ; Sung-Hee SONG ; In-Young CHOI ; Dai-Jin KIM ; Taehoon KO
Journal of Korean Medical Science 2025;40(11):e26-
Background:
Psychological test reports are essential in assessing intellectual functioning, aiding in diagnosing and treating intellectual disability (ID) and attention-deficit/ hyperactivity disorder (ADHD). However, these reports can have several problems because they are diverse, unstructured, subjective, and involve human errors. Additionally, physicians often do not read the entire report, and the number of reports is lower than that of diagnoses.
Methods:
We developed explainable predictive models for classifying IDs and ADHDs based on written reports to address these issues. The reports of 1,475 patients with IDs and ADHDs who underwent intelligence tests were used for the models. These models were developed by analyzing reports using natural language processing (NLP) and incorporating the physician’s diagnosis for each report. We selected n-gram features from the models’ results by extracting important features using SHapley Additive exPlanations and permutation importance to make the models explainable. Developing the n-gram feature-based original text search system compensated for the lack of human readability caused by NLP and enabled the reconstruction of human-readable texts from the selected n-gram features.
Results:
The maximum model accuracy was 0.92, and the 80 human-readable texts were restored from four models.
Conclusion
The results showed that the models could accurately classify IDs and ADHDs, even with a few reports. The models were also able to explain their predictions. The explainability-enhanced model can help physicians understand the classification process of IDs and ADHDs and provide evidence-based insights.
4.Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and AttentionDeficit/Hyperactivity Disorder With Psychological Test Reports
Tong Min KIM ; Young-Hoon KIM ; Sung-Hee SONG ; In-Young CHOI ; Dai-Jin KIM ; Taehoon KO
Journal of Korean Medical Science 2025;40(11):e26-
Background:
Psychological test reports are essential in assessing intellectual functioning, aiding in diagnosing and treating intellectual disability (ID) and attention-deficit/ hyperactivity disorder (ADHD). However, these reports can have several problems because they are diverse, unstructured, subjective, and involve human errors. Additionally, physicians often do not read the entire report, and the number of reports is lower than that of diagnoses.
Methods:
We developed explainable predictive models for classifying IDs and ADHDs based on written reports to address these issues. The reports of 1,475 patients with IDs and ADHDs who underwent intelligence tests were used for the models. These models were developed by analyzing reports using natural language processing (NLP) and incorporating the physician’s diagnosis for each report. We selected n-gram features from the models’ results by extracting important features using SHapley Additive exPlanations and permutation importance to make the models explainable. Developing the n-gram feature-based original text search system compensated for the lack of human readability caused by NLP and enabled the reconstruction of human-readable texts from the selected n-gram features.
Results:
The maximum model accuracy was 0.92, and the 80 human-readable texts were restored from four models.
Conclusion
The results showed that the models could accurately classify IDs and ADHDs, even with a few reports. The models were also able to explain their predictions. The explainability-enhanced model can help physicians understand the classification process of IDs and ADHDs and provide evidence-based insights.
5.Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and AttentionDeficit/Hyperactivity Disorder With Psychological Test Reports
Tong Min KIM ; Young-Hoon KIM ; Sung-Hee SONG ; In-Young CHOI ; Dai-Jin KIM ; Taehoon KO
Journal of Korean Medical Science 2025;40(11):e26-
Background:
Psychological test reports are essential in assessing intellectual functioning, aiding in diagnosing and treating intellectual disability (ID) and attention-deficit/ hyperactivity disorder (ADHD). However, these reports can have several problems because they are diverse, unstructured, subjective, and involve human errors. Additionally, physicians often do not read the entire report, and the number of reports is lower than that of diagnoses.
Methods:
We developed explainable predictive models for classifying IDs and ADHDs based on written reports to address these issues. The reports of 1,475 patients with IDs and ADHDs who underwent intelligence tests were used for the models. These models were developed by analyzing reports using natural language processing (NLP) and incorporating the physician’s diagnosis for each report. We selected n-gram features from the models’ results by extracting important features using SHapley Additive exPlanations and permutation importance to make the models explainable. Developing the n-gram feature-based original text search system compensated for the lack of human readability caused by NLP and enabled the reconstruction of human-readable texts from the selected n-gram features.
Results:
The maximum model accuracy was 0.92, and the 80 human-readable texts were restored from four models.
Conclusion
The results showed that the models could accurately classify IDs and ADHDs, even with a few reports. The models were also able to explain their predictions. The explainability-enhanced model can help physicians understand the classification process of IDs and ADHDs and provide evidence-based insights.
6.Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and AttentionDeficit/Hyperactivity Disorder With Psychological Test Reports
Tong Min KIM ; Young-Hoon KIM ; Sung-Hee SONG ; In-Young CHOI ; Dai-Jin KIM ; Taehoon KO
Journal of Korean Medical Science 2025;40(11):e26-
Background:
Psychological test reports are essential in assessing intellectual functioning, aiding in diagnosing and treating intellectual disability (ID) and attention-deficit/ hyperactivity disorder (ADHD). However, these reports can have several problems because they are diverse, unstructured, subjective, and involve human errors. Additionally, physicians often do not read the entire report, and the number of reports is lower than that of diagnoses.
Methods:
We developed explainable predictive models for classifying IDs and ADHDs based on written reports to address these issues. The reports of 1,475 patients with IDs and ADHDs who underwent intelligence tests were used for the models. These models were developed by analyzing reports using natural language processing (NLP) and incorporating the physician’s diagnosis for each report. We selected n-gram features from the models’ results by extracting important features using SHapley Additive exPlanations and permutation importance to make the models explainable. Developing the n-gram feature-based original text search system compensated for the lack of human readability caused by NLP and enabled the reconstruction of human-readable texts from the selected n-gram features.
Results:
The maximum model accuracy was 0.92, and the 80 human-readable texts were restored from four models.
Conclusion
The results showed that the models could accurately classify IDs and ADHDs, even with a few reports. The models were also able to explain their predictions. The explainability-enhanced model can help physicians understand the classification process of IDs and ADHDs and provide evidence-based insights.
7.Prognostic Singnificance of Peritumoral Lymphatic Vessel Invasion in Breast Cancer.
Lee Su KIM ; Geun Tong PARK ; Min Gyun IM ; Sung KIM ; Chang Sig CHOI ; Bong Hwa LEE
Journal of Korean Breast Cancer Society 1998;1(2):177-185
The well-known prognostic factors for breast cancer, such as axillary lymph node status, do not always account for the exact outcome. The development of other accurate prognostic factors would help in assessing high risk for the disease recurrence and death. Recently, there are reports that peritumoral lymphatic vessel invasion is a good prognostic factors to solid tumors in animal studies and clinical trials. This study was performed to estimate the significance of peritumoral lymphatic vessel invasion (PLVI) as a prognostic factor in breast cancer. Also, PLVI was compared withb establishwd established clinicopathological prognostic factors and hormone receptors. MATERIALS AND METHODS: A group of patient was selected from the Department of Surgery, College of Medicine, Hallym University, which consists of 43 out of 96 patients who received curative operation from 1985 to 1993. Peritumoral lymphatic vessel invasion by tumor cells on H&E stain was considered PLVI positive. We classified 43 breast-cancer patients into 32 with negative PLVI and 11 with positive PLVI. We estimated the correlation between the PLVI and other established prognostic factors. We also calculated survivals based on PLVI. RESULT: The 4-year disease-free survival rate was 61.8+/-.7%, and the 4-year overall survival rate was 73.0+/-.0%. The receptor status of estrogen and of progesterone had significant impacts on survival (ER: p=0.0001, PR: p=0.0001). Also, metastasis status of lymph node had significant impacts on overall survival (p=0.0148). We found a significant correlation between PLVI and tumor size (p=0.004), estrogen receptor (p=0.002), progesterone receptor(p=0.006), but could not find any significant correlation between PLVI and menopausal status, histologic grade, unclear grade, lymph node metastasis. PLVI status was correlated with disease free survival rate (p=0.01) and overall survival rate(p=0.01). CONCLUSIONS: The determination of PLVI in breast cancer tissue may be useful as a prognostic factor, but it is necessary to investigate the PLVI in a large number of patients before this conclusion can be stated with certainty.
Animals
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Breast Neoplasms*
;
Breast*
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Disease-Free Survival
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Estrogens
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Humans
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Lymph Nodes
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Lymphatic Vessels*
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Neoplasm Metastasis
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Progesterone
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Recurrence
;
Survival Rate
8.Hyperechogenicity of Renal Medulla and Urinary Bladder in Normal Neonates: Clinical Significance.
Young Tong KIM ; Jai Soung PARK ; Gun Soo HAN ; Il Young KIM ; Hye Kyung LEE ; Yong Sik MIN
Journal of the Korean Radiological Society 2000;42(1):187-190
PURPOSE: To evaluate the clinical significance of hyperechogenicity of the renal medulla and urinary bladder in normal neonates. MATERIALS AND METHODS: We investigated 31 clinically normal neonates, including one post-term, 16 pre-term, and 14 full-term babies, in whom hyperechogenicity of the renal medulla or urinary bladder was seen on ini-tial sonograms. All neonates underwent sonography while aged between 1 and 21 (mean: 2.5)days. For 14, fol-low-up sonography was performed 2-20 (mean : 6.8) days later. Eighteen neonates also underwent urinalysis, and two underwent a bacteriologic examination. RESULTS: Initial sonograms revealed (hyperechogenicity in the renal medulla (n=28) and urinary bladder (n=12). Twenty-five neonates were aged less than one week, four were aged 1-2 weeks, and two were aged 2-3 weeks. Urinalysis showed that six neonates were erythrocyte-positive (+/-:1, +1:4, +4:1), two were protein-pos-itive (+/-:2), and the others were negative. In all cases the results of bacteriologic study were negative. Follow-up sonography revealed that the hyperechogencity of renal medulla had regressed (n=12) or decreased (2), and that of the urinary bladder had regressed (n=4). CONCLUSION: In clinically normal neonates, hyperechogenicity of the renal medulla and urinary bladder was mostly visualized within the first week of life, and on follow-up sonography was seen to have regressed or decreased.
Follow-Up Studies
;
Humans
;
Infant, Newborn*
;
Urinalysis
;
Urinary Bladder*
9.Prevalence of cryptosporidiosis among the villagers and domestic animals in several rural areas of Korea.
Jae Ran YU ; Jong Kyu LEE ; Min SEO ; Seok Il KIM ; Woon Mok SOHN ; Sun HUH ; Hae Yeon CHOI ; Tong Soo KIM
The Korean Journal of Parasitology 2004;42(1):1-6
The present study was undertaken to investigate the infection status of Cryptosporidium parvum in the villagers and the reservoir hosts in several rural areas in Korea. A total 5, 262 fecal samples were collected from the inhabitants residing at Gangwon-do, Chungcheongbuk-do, Jeollanam-do, and Gyeongsangnam-do between the dates of September, 2001 to June, 2002. In addition, 1, 453 fecal samples were collected from livestock reared in Gokseong-gun, Jeollanam-do and Chungju-si, Chungcheongbuk-do. All the fecal smears were prepared by formalin-ether sedimentation, and examined by light microscopy after modified acid-fast staining. The overall positive rate of human cryptosporidiosis was 3.3%. Gokseong-gun, Jeollanam-do showed a 8.2% positive rate and appeared as the highest endemic area among the surveyed areas. Haman-gun, Gyeongsangnam-do showed a 0.4% positive rate and was the lowest endemic area. The positive rate of livestock infection in Gokseong-gun, Jeollanam-do was 94%, which was more than ten times higher than that of Chungju-si, Chungcheongbuk-do (9.3%). From these results, it was revealed that cryptosporidiosis was an endemic disease in some rural areas of Korea, and the livestock could be an important source of human infection.
Adolescent
;
Adult
;
Age Distribution
;
Aged
;
Animals
;
Animals, Domestic/*parasitology
;
Cattle
;
Cattle Diseases/*epidemiology/parasitology
;
Child
;
Child, Preschool
;
Cryptosporidiosis/*epidemiology/parasitology/veterinary
;
Cryptosporidium parvum/*isolation & purification
;
Feces/parasitology
;
Female
;
Human
;
Infant
;
Infant, Newborn
;
Korea/epidemiology
;
Male
;
Middle Aged
;
Parasite Egg Count
;
Prevalence
;
*Rural Population
;
Support, Non-U.S. Gov't
;
Swine
;
Swine Diseases/*epidemiology/parasitology
10.The Prognostic Factors for Patients with pT1a Renal Cell Carcinoma.
Jong Min KIM ; Phil Hyun SONG ; Hyun Tae KIM ; Tong Choon PARK
Korean Journal of Urology 2010;51(4):233-238
PURPOSE: Although the prognosis of patients with pT1a stage renal cell carcinoma (RCC) is generally good, some of these patients show distant metastasis. In this study, we intended to identify the perioperative and pathologic prognostic factors for patients with pT1a stage RCC. MATERIALS AND METHODS: A total of 93 patients who were diagnosed with pT1aN0M0 RCC between January 1995 and December 2004 were included. All the patients underwent radical (n=63, 67.7%) or partial (n=30, 32.3%) nephrectomy by a single surgeon. Preoperative data [age, sex, body mass index (BMI), and the presence of symptoms], follow-up duration, surgical methods, and pathological parameters (tumor size, tumor location, histologic type, Fuhrman's nuclear grade and the presence of microvascular invasion, hemorrhage, necrosis, calcification, and a cystic component in the tumor) were retrospectively analyzed to identify which of these were prognostic factors for pT1a RCC. RESULTS: The patients' mean age was 55.0+/-11.4 years and the mean follow-up duration was 63.6+/-31.1 months. The 5-year cancer-specific survival rate and the 5-year recurrence- free survival rate were 100% and 88.1%, respectively. Nine patients (9.7%) showed distant metastasis, but local recurrence was not shown. Fuhrman's nuclear grade (p=0.040, OR=5.147), microvascular invasion (p=0.011, OR=13.500), and tumor necrosis (p<0.001, OR=26.000) had a significant impact on distant metastasis in the univariate analysis. The multivariate analysis subsequently showed that microvascular invasion (p=0.033, OR=17.947) and tumor necrosis (p=0.002, OR=15.922) were independent prognostic factors. CONCLUSIONS: Microvascular invasion and tumor necrosis are the prognostic factors for patients with pT1a RCC.
Body Mass Index
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Carcinoma, Renal Cell
;
Follow-Up Studies
;
Hemorrhage
;
Humans
;
Multivariate Analysis
;
Necrosis
;
Neoplasm Metastasis
;
Nephrectomy
;
Prognosis
;
Recurrence
;
Retrospective Studies
;
Survival Rate