• 제목/요약/키워드: Underlying Disease

검색결과 996건 처리시간 0.035초

뉴럴네트워크를 이용하여 EEG Data의 기저질환 유무 분류 (Classification of the presence or absence of underlying disease in EEG Data using neural network)

  • 윤희진
    • 디지털융복합연구
    • /
    • 제18권12호
    • /
    • pp.279-284
    • /
    • 2020
  • 2020년 1월, COVID19는 온 지구를 팬데믹에 빠트렸다. 이로 인해 경제적으로 큰 손실을 가져왔으며, 사회적으로 혼란을 일으키고 있다. 이러한 코로나19는 심장병, 고혈압, 당뇨, 뇌졸중, 우울증, 암 등과 같은 기저질환자들에게 감염률이 월등히 높다. 또한, 기저질환자가 기저질환이 없는 사람들보다 치명률이 훨씬 높다고 연구되었다. 본 연구에서는 뇌파데이터를 이용하여 기저질환의 유·무를 분류하였다. 기저질환자 유·무에 대한 분류를 위해 사용된 데이터는 데이터사이언스랩에서 제공하는 뇌파데이터로 33개의 특징과 69개의 샘플로 이루어졌다. 데이터의 전처리는 Z-score를 사용하였다. 분류는 뉴럴네트워크 인 NEWFM와 ZNN엔진을 사용하였다. 실험 결과 기저질환자의 유·무에 대한 분류결과 NEWFM은 77.94%, ZNN은 76.47%의 실험 결과를 얻었다. 이 연구를 통해 뇌파데이터를 측정하고 기저질환의 유무를 분류하고 높은 감염률을 보이는 기저질환자들이 COVID19로부터 예방 할 수 있으리라 기대한다. 이를 기반으로 향후 기저질환에 대한 세분류를 할 수 있는 연구가 필요하고, 각 기저질환이 전염병에 미치는 영향에 대해서도 연구가 필요하다.

Phenotype of Chronic Obstructive Pulmonary Disease Based on Computed Tomography-Defined Underlying Pathology

  • Kim, Won-Dong
    • Tuberculosis and Respiratory Diseases
    • /
    • 제85권4호
    • /
    • pp.302-312
    • /
    • 2022
  • Chronic obstructive pulmonary disease (COPD) is a complex and heterogeneous disease. Not all patients with COPD respond to available drugs. Identifying respondents to therapy is critical to delivering the most appropriate treatment and avoiding unnecessary medication. Recognition of individual patients' dominant characteristics by phenotype is a useful tool to better understand their disease and tailor treatment accordingly. To look for a suitable phenotype, it is important to understand what makes COPD complex and heterogeneous. The pathology of COPD includes small airway disease and/or emphysema. Thus, COPD is not a single disease entity. In addition, there are two types (panlobular and centrilobular) of emphysema in COPD. The coexistence of different pathological subtypes could be the reason for the complexity and heterogeneity of COPD. Thus, it is necessary to look for the phenotype based on the difference in the underlying pathology. Review of the literature has shown that clinical manifestation and therapeutic response to pharmacological therapy are different depending on the presence of computed tomography-defined airway wall thickening in COPD patients. Defining the phenotype of COPD based on the underlying pathology is encouraging as most clinical manifestations can be distinguished by the presence of increased airway wall thickness. Pharmacological therapy has shown significant effect on COPD with airway wall thickening. However, it has limited use in COPD without an airway disease. The phenotype of COPD based on the underlying pathology can be a useful tool to better understand the disease and adjust treatment accordingly.

Effectiveness and safety of seasonal influenza vaccination in children with underlying respiratory diseases and allergy

  • Kang, Jin-Han
    • Clinical and Experimental Pediatrics
    • /
    • 제57권4호
    • /
    • pp.164-170
    • /
    • 2014
  • Influenza causes acute respiratory infections and various complications. Children in the high-risk group have higher complication and hospitalization rates than high-risk elderly individuals. Influenza prevention in children is important, as they can be a source infection spread in their communities. Influenza vaccination is strongly recommended for high-risk children with chronic underlying circulatory and respiratory disease, immature infants, and children receiving long-term immunosuppressant treatment or aspirin. However, vaccination rates in these children are low because of concerns regarding the exacerbation of underlying diseases and vaccine efficacy. To address these concerns, many clinical studies on children with underlying respiratory diseases have been conducted since the 1970s. Most of these reported no differences in immunogenicity or adverse reactions between healthy children and those with underlying respiratory diseases and no adverse effects of the influenza vaccine on the disease course. Further to these studies, the inactivated split-virus influenza vaccine is recommended for children with underlying respiratory disease, in many countries. However, the live-attenuated influenza vaccine (LAIV) is not recommended for children younger than 5 years with asthma or recurrent wheezing. Influenza vaccination is contraindicated in patients with severe allergies to egg, chicken, or feathers, because egg-cultivated influenza vaccines may contain ovalbumin. There has been no recent report of serious adverse events after influenza vaccination in children with egg allergy. However, many experts recommend the trivalent influenza vaccine for patients with severe egg allergy, with close observation for 30 minutes after vaccination. LAIV is still not recommended for patients with asthma or egg allergy.

Mammary Paget's disease without underlying malignancy of the breast

  • Jang, Nuri;Kang, Suhwan;Bae, Young Kyung
    • Journal of Yeungnam Medical Science
    • /
    • 제35권1호
    • /
    • pp.99-103
    • /
    • 2018
  • Mammary Paget's disease (MPD) is usually accompanied by underlying breast malignancy; however, a few cases have been reported as only skin lesions without any evidence of malignancy of the breast on imaging tests and microscopic examination of surgical specimen. Here, we describe a 47-year-old woman who visited our hospital who had an eczematous lesion on right nipple and areola for over 10 years. The lesion was diagnosed as Paget's disease by punch biopsy; however, imaging studies demonstrated no breast malignancy or lymph node metastasis. The patient underwent surgery of on the nipple and areola including underlying breast tissue. No underlying malignancy was found upon microscopic examination, except for Paget's disease. Immunohistochemical stains revealed that the tumor cells were positive for cytokeratin 7, and negativity for p63, cytokeratin 5/6, estrogen receptor, progesterone receptor, and human epidermal growth factor receptor 2. We report a case of MPD without underlying malignancy. To the best of our knowledge, this is the third case reported in Korea.

Clinical Approach to Children with Proteinuria

  • Jang, Kyung Mi;Cho, Min Hyun
    • Childhood Kidney Diseases
    • /
    • 제21권2호
    • /
    • pp.53-60
    • /
    • 2017
  • Proteinuria is common in pediatric and adolescent patients. Proteinuria is defined as urinary protein excretion at levels higher than $100-150mg/m^2/day$ in children. It can be indicative of normal or benign conditions as well as numerous types of severe underlying renal or systemic disease. The school urine screening program has been conducted in Korea since 1998. Since then, numerous patients with normal or benign proteinuria as well as early stage renal diseases have been referred to the hospital. Benign proteinuria includes orthostatic proteinuria and transient proteinuria. Most causes of proteinuria can be categorized into 3 types: 1) overflow, 2) tubular, and 3) glomerular. Although treatment should be directed at the underlying cause of the proteinuria, prompt evaluation, diagnosis, and long-term monitoring of these pediatric patients can prevent potential progression of the underlying disease process. This article provides an overview of proteinuria: its causes, methods of assessment, and algorithmic suggestions to differentiate benign from pathologic renal disease.

간동맥 화학색전술을 받은 간암환자의 영양상태에 미치는 영향요인 (Influencing Factors of Nutritional Status among Liver Cancer Patients Receiving Transcatheter Arterial Chemoembolization(TACE))

  • 손영실;강인순
    • 보건의료산업학회지
    • /
    • 제11권1호
    • /
    • pp.159-169
    • /
    • 2017
  • Objectives : The purpose of this descriptive observational study was to identify the factors influencing the nutritional status of patients with liver cancer receiving transarterial chemoembolization(TACE) Methods : A total of 100 participants were enrolled in this study. Data were collected and descriptive statistics and logistic regression were performed. Results : Among participants, 41.0% had a risk of malnutrition and 59.0% had a normal nutritional status. Statistically significant differences between the normal and risk groups were found for the following factors: occupation; economical status; regular exercise; underlying disease; adverse events right after TACE; current adverse events; duration after TACE; depression; and self-care performance. Underlying disease(OR=5.134, p=.005) and self-care performance(OR=0.931, p=.032) had statistically associated with nutritional status. Conclusions : The findings suggest that underlying disease and self-care performance influence the nutritional status among liver cancer patients receiving transcatheter arterial chemoembolization(TACE).

전폐절제술에 관한 임상적 연구 (Clinical Evaluation of Pneumonectomy)

  • 권은수;정황규
    • Journal of Chest Surgery
    • /
    • 제28권2호
    • /
    • pp.150-155
    • /
    • 1995
  • For study the influencing factors to the complication after pneumonectomy, authors performed retrospective analysis in 33 patients managed surgically from February 1985 to February 1994 in the Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital.Among 33 patients, the underlying diseases were distributed 15 patients[45.5% pulmonary tuberculosis, 14[42.% lung cancer and 4[12.1% bronchiectasis. Numbers of complication according to the underlying disease after pneumonectomy were 8 in pulmonary tuberculosis, 2 in lung cancer and 1 in brochiectasis. Study was analyzed on age, sex distribution, etiology of underlying diseases and operated sides contributing to the complication. The results were characterized that the rate of occurrence of complication after pneumonectomy was not affected by age, sex and operated side differences but affected by the underlying disease.The development of complication after pneumonectomy in patients with pulmonary tuberculosis revealed statistically borderline significance comparing to the others[p=0.07 .

  • PDF

Acalculous Diffuse Gallbladder Wall Thickening in Children

  • Lee, Ji Haeng;No, Young Eun;Lee, Yeoun Joo;Hwang, Jae Yeon;Lee, Joon Woo;Park, Jae Hong
    • Pediatric Gastroenterology, Hepatology & Nutrition
    • /
    • 제17권2호
    • /
    • pp.98-103
    • /
    • 2014
  • Purpose: Gallbladder (GB) wall thickening can be found in various conditions unrelated to intrinsic GB disease. We investigated the predisposing etiologies and the outcome of acalculous GB wall thickening in children. Methods: We retrospectively analyzed 67 children with acalculous GB wall thickening who had visited our institute from June 2010 to June 2013. GB wall thickening was defined as a GB wall diameter > 3.5 mm on abdominal ultrasound examination or computed tomography. Underlying diseases associated with GB wall thickening, treatment, and outcomes were studied. Results: There were 36 boys and 31 girls (mean age, $8.5{\pm}4.8years$ [range, 7 months-16 years]). Systemic infection in 24 patients (35.8%), acute hepatitis in 18 (26.9%), systemic disease in 11 (16.4%), hemophagocytic lymphohistiocytosis in 4 (6.0%), acute pancreatitis in 3 (4.5%), and specific liver disease in 3 (4.5%) predisposed patients to GB wall thickening. Systemic infections were caused by bacteria in 10 patients (41.7%), viruses in 5 patients (20.8%), and fungi in 2 patients (8.3%). Systemic diseases observed were systemic lupus erythematosus in 2, drug-induced hypersensitivity in 2, congestive heart failure in 2, renal disorder in 2. Sixty-one patients (91.0%) received symptomatic treatments or treatment for underlying diseases. Five patients (7.5%) died from underlying diseases. Cholecystectomy was performed in 3 patients during treatment of the underlying disease. Conclusion: A wide range of extracholecystic conditions cause diffuse GB wall thickening that resolves spontaneously or with treatment of underlying diseases. Surgical treatments should be avoided if there are no definite clinical manifestations of cholecystitis.

만성 기침의 감별진단 (Differential Diagnosis of Chronic Coughing)

  • 도남용;박준희
    • 대한후두음성언어의학회지
    • /
    • 제27권2호
    • /
    • pp.87-90
    • /
    • 2016
  • Cough, the most common symptom, encountered in the outpatient clinic can be caused by various underlying diseases. It defines as chronic cough that the duration of cough is more than 8 weeks with a normal chest X-ray findings. The cause of cough can be found out for more than 90% through the appropriate diagnostic approach and Upper airway cough syndrome, Asthma and Gastroesophageal reflex disease are the most common causes of disease to non-smokers. Chronic cough can be due to not one reason but various reasons and achieve good results by a systematic approach to diagnosis and a concrete treatment on the basis of the sufficient understanding of the underlying disease.

  • PDF

주기성 사지운동장애와 사망률 (Periodic Limb Movement Disorder and Mortality)

  • 최재원
    • 수면정신생리
    • /
    • 제30권1호
    • /
    • pp.3-8
    • /
    • 2023
  • Periodic limb movement disorder (PLMD) is a sleep-related movement disorder characterized by involuntary, rhythmic limb movements during sleep. While PLMD itself is not considered life-threatening, its association with certain underlying health conditions raises concerns about mortality risks. PLMD has been found to be associated with cardiovascular diseases such as hypertension and cardiovascular disease. The fragmented sleep caused by the repetitive limb movements and associated arousals may contribute to sympathetic activation, chronic sleep disruption, sleep deprivation, and subsequent cardiovascular problems, which can increase mortality risks. The comorbidities and health factors commonly associated with PLMD, such as obesity, diabetes, and chronic kidney disease, may also contribute to increased mortality risks. PLMD is often observed alongside other neurological disorders, including restless legs syndrome (RLS) and Parkinson's disease. The presence of PLMD in these conditions may exacerbate the underlying health issues and potentially contribute to higher mortality rates. Further research is needed to elucidate the specific mechanisms linking PLMD to mortality risks and to develop targeted interventions that address these risks.