• Title/Summary/Keyword: 한양대학교병원

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Prediction of Amyloid β-Positivity with both MRI Parameters and Cognitive Function Using Machine Learning (뇌 MRI와 인지기능평가를 이용한 아밀로이드 베타 양성 예측 연구)

  • Hye Jin Park;Ji Young Lee;Jin-Ju Yang;Hee-Jin Kim;Young Seo Kim;Ji Young Kim;Yun Young Choi
    • Journal of the Korean Society of Radiology
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    • v.84 no.3
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    • pp.638-652
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    • 2023
  • Purpose To investigate the MRI markers for the prediction of amyloid β (Aβ)-positivity in mild cognitive impairment (MCI) and Alzheimer's disease (AD), and to evaluate the differences in MRI markers between Aβ-positive (Aβ [+]) and -negative groups using the machine learning (ML) method. Materials and Methods This study included 139 patients with MCI and AD who underwent amyloid PET-CT and brain MRI. Patients were divided into Aβ (+) (n = 84) and Aβ-negative (n = 55) groups. Visual analysis was performed with the Fazekas scale of white matter hyperintensity (WMH) and cerebral microbleeds (CMB) scores. The WMH volume and regional brain volume were quantitatively measured. The multivariable logistic regression and ML using support vector machine, and logistic regression were used to identify the best MRI predictors of Aβ-positivity. Results The Fazekas scale of WMH (p = 0.02) and CMB scores (p = 0.04) were higher in Aβ (+). The volumes of hippocampus, entorhinal cortex, and precuneus were smaller in Aβ (+) (p < 0.05). The third ventricle volume was larger in Aβ (+) (p = 0.002). The logistic regression of ML showed a good accuracy (81.1%) with mini-mental state examination (MMSE) and regional brain volumes. Conclusion The application of ML using the MMSE, third ventricle, and hippocampal volume is helpful in predicting Aβ-positivity with a good accuracy.

The Moderating Effect of Reasons for Living on the Relationship Between Depression and Suicidal Ideation Among Psychiatric Patients (정신건강의학과 환자의 우울과 자살사고의 관계에서 자살하지 않는 이유의 조절효과)

  • Hyunjee, Bang;Daeho, Kim;Il Bin, Kim;Eunkyung, Kim
    • Korean Journal of Psychosomatic Medicine
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    • v.30 no.2
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    • pp.179-186
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    • 2022
  • Objectives : This study aimed to examine the moderating effects of reasons for living on the relationship between depression and suicidal ideation among psychiatric patients. Methods : Patients were recruited from the department of psychiatry of university hospital. A total of 137 participants completed self-report questionnaires assessing depression (Beck Depression Inventory), suicidal ideation (Ultra-Short Suicidal Ideation Scale) and reasons for living (The Reasons for Living Inventory). Results : Among 4 sub-scales of the reasons for living inventory, survival and coping beliefs, fear of death and social disapproval, and future expectation moderated the relationship between depression and suicidal ideation. Conclusions : The results suggest that the reasons for living can work as a protective factor on the relationship between depression and suicidal ideation among psychiatric patients.

Role of Chest Radiographs and CT Scans and the Application of Artificial Intelligence in Coronavirus Disease 2019 (코로나바이러스감염증 2019에서 흉부X선사진 및 CT의 역할과 인공지능의 적용)

  • Seung-Jin Yoo;Jin Mo Goo;Soon Ho Yoon
    • Journal of the Korean Society of Radiology
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    • v.81 no.6
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    • pp.1334-1347
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    • 2020
  • Coronavirus disease (COVID-19) has threatened public health as a global pandemic. Chest CT and radiography are crucial in managing COVID-19 in addition to reverse transcription-polymerase chain reaction, which is the gold standard for COVID-19 diagnosis. This is a review of the current status of the use of chest CT and radiography in COVID-19 diagnosis and management and anㄷ introduction of early representative studies on the application of artificial intelligence to chest CT and radiography. The authors also share their experiences to provide insights into the future value of artificial intelligence.

Clinical Characteristics of Formal Thought Disorder in Schizophrenia (조현병에서 형식적 사고장애의 임상적 특성)

  • Yang, Chaeyoung;Kim, Han-sung;Kim, Eunkyung;Kim, Il Bin;Park, Seon-Cheol;Choi, Joonho
    • Korean Journal of Biological Psychiatry
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    • v.28 no.2
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    • pp.70-77
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    • 2021
  • Objectives Our study aimed to present the distinctive correlates of formal thought disorder in patients with schizophrenia, using the Clinical Language Disorder Rating Scale (CLANG). Methods We compared clinical characteristics between schizophrenia patients with (n = 84) and without (n = 82) formal thought disorder. Psychometric scales including the CLANG, the Brief Psychiatric Rating Scale (BPRS), the Young Mania Rating Scale (YMRS), the Calgery Depression Scale for Schizophrenia (CDSS) and the Word Fluency Test (WFT) were used. Results After adjusting the effects of age, sex and total scores on the BPRS, YMRS and WFT, the subjects with disorganized speech presented significantly higher score on the abnormal syntax (p = 0.009), lack of semantic association (p = 0.005), discourse failure (p < 0.0001), pragmatics disorder (p = 0.001), dysarthria (p < 0.0001), and paraphasic error (p = 0.005) items than those without formal thought disorder. With defining the mentioned item scores as covariates, binary logistic regression model predicted that discourse failure (adjusted odds ratio [aOR] = 5.88, p < 0.0001) and pragmatics disorder (aOR = 2.17, p = 0.04) were distinctive correlates of formal thought disorder in patients with schizophrenia. Conclusions This study conducted Clinician Rated Dimensions of Psychosis Symptom Severity (CRDPSS) and CLANG scales on 166 hospitalized schizophrenia patients to explore the sub-items of the CLANG scale independently related to formal thought disorders in schizophrenia patients. Discourse failure and pragmatics disorder might be used as the distinctive indexes for formal thought disorder in patients with schizophrenia.

Giant Intramyocardial Aneurysm in a Patient with Intercoronary Communication between the Left Circumflex Artery and Right Coronary Artery: A Case Report (우관상동맥과 좌회선지간 교통이 있는 환자에서 나타난 거대 심근내 동맥류: 증례 보고)

  • Yu Hyun Lee;Noh Hyuck Park;Ji Yeon Park;Seon-Jeong Kim
    • Journal of the Korean Society of Radiology
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    • v.81 no.1
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    • pp.213-218
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    • 2020
  • Coronary artery aneurysm is a rare disease. It occurs in the epicardial space, mostly along the course of major coronary arteries. Here, we report a case of a giant incidental aneurysm embedded in the basal posterior wall of the left ventricle. A 43-year-old woman was referred to our institution for the evaluation of cardiac palpitations that had been present from the previous 2 months. She reported no medical history (such as Kawasaki's disease or hypertension) or previous operative history. Echocardiogram and subsequent cardiac CT revealed a giant aneurysm in the left ventricle, with a direct fistulous connection to a dilated and tortuous left circumflex artery, which showed direct communication with the straight right coronary artery.

Serial Magnetic Resonance Imaging Findings in Hyperglycemia-Related Osmotic Demyelination Syndrome: A Case Report (고혈당에 의한 삼투압성 탈수초화 증후군 환자의 연속 자기공명영상 소견: 증례 보고)

  • Jong Hyuk Kim;Noh Hyuck Park;Ji Yeon Park;Seon-Jeong Kim
    • Journal of the Korean Society of Radiology
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    • v.81 no.1
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    • pp.243-247
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    • 2020
  • We report a rare case of hyperglycemia-related osmotic demyelination syndrome (ODS) with focus on the imaging findings. A 61-year-old man with diabetes was admitted for general weakness and severe thirst. A few days later, he complained of dysarthria, dysphasia, and dysmetria. Laboratory examinations showed significant hyperglycemia, but normal electrolyte levels. Brain MRI revealed T2-signal abnormalities that were symmetrical, non-space occupying, and located in the central pons with a peripheral sparing pattern, which were suggestive of ODS. In addition, subsequent MRI revealed progression of signal hyperintensity; however, the patient's symptoms improved.

Magnetic Resonance Imaging and Clinical Features of Chlorfenapyr-Induced Toxic Leukoencephalopathy: A Case Report (클로르페나피르 중독에 의한 백색질뇌증 환자의 임상양상과 자기공명영상 소견: 증례 보고)

  • Jong Hyuk Kim;Noh Hyuck Park;Ji Yeon Park;Seon-Jeong Kim
    • Journal of the Korean Society of Radiology
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    • v.81 no.4
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    • pp.985-989
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    • 2020
  • Chlorfenapyr is widely used as an insecticide, despite it being fatal to humans. However, chlorfenapyr-induced central nervous system toxicity has rarely been reported. We report the magnetic resonance imaging (MRI) findings in a rare case of chlorfenapyr-induced toxic leukoencephalopathy. A 71-year-old man who had ingested chlorfenapyr approximately two weeks prior visited our hospital and presented with bilateral lower motor weakness and voiding dysfunction that had developed two days before admission. Brain MRI revealed extensive bilateral white matter abnormalities involving the corpus callosum, internal capsule, brain stem, and bilateral middle cerebellar peduncle. Furthermore, spine MRI revealed diffuse swelling and hyperintensity on the T2-weighted images.