• 제목/요약/키워드: personalized treatment

검색결과 144건 처리시간 0.027초

개인 맞춤형 의료진단 서비스 제공을 위한 효율적인 데이터마이닝 기법 (Efficient Mining for Personalized Medical treatment Diagnosis Service)

  • 권은희;이승철;이주창;김응모
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2007년도 가을 학술발표논문집 Vol.34 No.2 (C)
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    • pp.200-204
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    • 2007
  • 최근 유비쿼터스 환경의 발달로 인해 사용자 중심의 유비쿼터스 기술이 활발히 연구되고 있다. 이에 따른 각종 응용 분야가 활발히 연구 중이며, 그 중에서 특히 U-Health 기술이 주목받고 있다. U-Health 기술은 질병의 치료라는 전통적인 관점의 의료 서비스에서 벗어나 건강한 상태의 지속적인 관리와 질병의 예방이라는 적극적이고 확장된 개념으로 발전해가고 있다. 건강상태를 관리하고 진단하기 위해서는 기존의 진단데이터를 효율적으로 관리하고, 그것을 토대로 하여 유용한 정보를 얻어 낼 수 있는 방법이 필요하다. 지금까지는 데이터를 처리하기 위하여 통계적인 수치나 전문가에 의한 전문지식을 토대로 하는 방법을 사용하고 있다. 그러나, 건강상태를 관리하고 진단을 목적으로 하는 시스템에서는 높은 정확성이 보장되어야 한다. 또한 유비쿼터스 환경의 특성상 적은 메모리의 사용과 빠른 마이닝 속도가 수반되어야 한다. 본 논문에서는 튜플기반의 진단데이터들을 마이닝하여 진단패턴을 뽑아내는 의료 진단 마이닝 알고리즘을 제안한다. 본 알고리즘은 진단패턴정보의 정확성을 높일 수 있는 장점을 가지며, 튜플기반의 데이터들을 트리 구조로 구성함으로써 마이닝 속도를 향상시킨다. 더 나아가 트리 구조의 컴팩트한 데이터 구조로 메모리 적재가 용이하다. 이는 센서가 부착된 개별 사용자로부터 실시간으로 들어오는 건강상태와 진단패턴과의 비교, 분석을 가능하게 함으로써 보다 정확하고 빠른 진단결과를 내려줄 수 있는 의사결정시스템의 사용에 적합하다.

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중년기 요양 환자의 건강사정도구 개발 (Development of Health Assessment Tool for Middle-aged Adults in Long-term Care Settings)

  • 박윤진;김남초
    • 재활간호학회지
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    • 제20권1호
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    • pp.1-11
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    • 2017
  • Purpose: This was a methodological study to develop a valid and reliable health assessment tool for middle-aged adults in long-term care settings (HATMAL). Methods: At the first stage of this study, initial 56-items HATMAL were derived via literature review, survey for needs assessment, and focus group interviews with experts. At the second stage, 54 items HATMAL were finalized via content validity test with 5 experts and a pilot study with 30 nurses. At the third stage, validity and reliability tests were conducted with 100 middle-aged patients in a long-term care hospital. Data were analyzed by factor analysis using SPSS 18.0 program. Results: Exploratory factor analysis resulted in 3 factors; functional assessment, symptom assessment, and comfort assessment. These 3 factors explained 83.8% of total variance and construct validity was confirmed. Test-retest reliability was .67 for appetite changes, .76 for regulating for behavior problems, and 1.0 for other items. Conclusion: Results indicate that HATMAL is valid and reliable to assess the health for middle-aged patients in long-term care settings. This study would contribute to provide more effective personalized treatment and care for middle-aged patients in long-term care settings considering their own characteristics.

Future Cancer Therapy with Molecularly Targeted Therapeutics: Challenges and Strategies

  • Kim, Mi-Sook
    • Biomolecules & Therapeutics
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    • 제19권4호
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    • pp.371-389
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    • 2011
  • A new strategy for cancer therapy has emerged during the past decade based on molecular targets that are less likely to be essential in all cells in the body, therefore confer a wider therapeutic window than traditional cytotoxic drugs which mechanism of action is to inhibit essential cellular functions. Exceptional heterogeneity and adaptability of cancer impose significant challenges in oncology drug discovery, and the concept of complex tumor biology has led the framework of developing many anticancer therapeutics. Protein kinases are the most pursued targets in oncology drug discovery. To date, 12 small molecule kinase inhibitors have been approved by US Food and Drug Administration, and many more are in clinical development. With demonstrated clinical efficacy of bortezomib, ubiquitin proteasome and ubiquitin-like protein conjugation systems are also emerging as new therapeutic targets in cancer therapy. In this review, strategies of targeted cancer therapies with inhibitors of kinases and proteasome systems are discussed. Combinational cancer therapy to overcome drug resistance and to achieve greater treatment benefit through the additive or synergistic effects of each individual agent is also discussed. Finally, the opportunities in the future cancer therapy with molecularly targeted anticancer therapeutics are addressed.

Risk Assessment and Pharmacogenetics in Molecular and Genomic Epidemiology

  • Park, Sue-K.;Choi, Ji-Yeob
    • Journal of Preventive Medicine and Public Health
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    • 제42권6호
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    • pp.371-376
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    • 2009
  • In this article, we reviewed the literature on risk assessment (RA) models with and without molecular genomic markers and the current utility of the markers in the pharmacogenetic field. Epidemiological risk assessment is applied using statistical models and equations established from current scientific knowledge of risk and disease. Several papers have reported that traditional RA tools have significant limitations in decision-making in management strategies for individuals as predictions of diseases and disease progression are inaccurate. Recently, the model added information on the genetic susceptibility factors that are expected to be most responsible for differences in individual risk. On the continuum of health care, from diagnosis to treatment, pharmacogenetics has been developed based on the accumulated knowledge of human genomic variation involving drug distribution and metabolism and the target of action, which has the potential to facilitate personalized medicine that can avoid therapeutic failure and serious side effects. There are many challenges for the applicability of genomic information in a clinical setting. Current uses of genetic markers for managing drug therapy and issues in the development of a valid biomarker in pharmacogenetics are discussed.

위암에서 순환종양세포의 임상적 의의 (Clinical Significance of Circulating Tumor Cells in Gastric Cancer)

  • 전혜경;김광하
    • 대한상부위장관⦁헬리코박터학회지
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    • 제18권3호
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    • pp.162-167
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    • 2018
  • Cancer specimens obtained via surgical resection or biopsy are generally used to understand tumor-associated alterations; however, those approaches cannot always be performed because of their invasive nature, and they may fail to reflect current tumor dynamics and drug sensitivity, which may change during the therapeutic process. Therefore, many research groups have focused on developing a non-invasive biomarker with the ability to monitor tumor dynamics. Circulating tumor cells (CTCs) are metastatic cells released from the primary tumor into the bloodstream. Hematogenous spreading of CTCs is a crucial step in the metastatic cascade, which leads to the formation of overt metastases. CTCs have attracted considerable attention because of their easy accessibility and their superiority over conventional tumor markers. Detecting CTCs is considered a valuable modality to determine prognosis and monitor response to systemic therapies in patients with gastric cancer. Moreover, molecular analyses of CTCs may provide important biological information for individual patients with cancer, which may lead to the development of personalized cancer treatment. In this article, we review potential roles and clinical applications of CTCs in patients with gastric cancer.

Spatial and Temporal Electrodynamics in Acuzones: Test-Induced Kinematics and Synchronous Structuring. Phenomenological Study

  • Babich, Yuri F.;Babich, Andrey Y.
    • Journal of Acupuncture Research
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    • 제38권4호
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    • pp.300-311
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    • 2021
  • Background: So far there is no confidence in the basics of acupoint/meridian phenomena, specifically in spatial and temporal electrical manifestations in the skin. Methods: Using the skin electrodynamic introscopy, the skin areas of 32 × 64 mm2 were monitored for spectral electrical impedance landscape with spatial resolution of 1 mm, at 2 kHz and 1 MHz frequencies. The detailed baseline and 2D test-induced 2 kHz-impedance phase dynamics and the 4-parameter time plots of dozens of individual points in the St32-34 regions were examined in a healthy participant and a patient with mild gastritis. Non-thermal stimuli were used: (1) (for the sick subject), microwaves and ultraviolet radiation applied alternately from opposite directions of the meridian; and (2) (for the healthy one) microwaves to St17, and cathodic/anodic stimulation of the outermost St45, alternately. Results: In both cases, the following phenomena have been observed: emergence of in-phase and/or antiphase coherent structures, exceeding the acupoint conditional size of 1 cm; collective movement along the meridian; reversible with a reversed stimulus; counter-directional dynamics of both whole structures and adjacent points; local abnormalities in sensitivity and dynamics of the 1 MHz and 2 kHz parameters indicating existence of different waveguide paths. Conclusion: It is assumed that these findings necessitate reconsideration of some basic methodological issues regarding neurogenic/acupuncture points as spatial and temporal phenomena; this requires development of an appropriate approach for identifying the acuzones patterns. These findings may be used for developing new approaches to personalized/controlled therapy/treatment.

Effect of Nokyongdaebo-tang on chronic anemia in Taeumin wiwansuhan-pyohan disease (胃脘受寒表寒病) patient: a case report

  • Ha, Su-Jeong;Jung, Hee Tae;Song, Si Yeon;Ko, Myung-Hyun;Park, Ji-Hye;Yoo, Hwa-Seung;Park, So-Jung
    • 대한한의학회지
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    • 제41권4호
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    • pp.112-119
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    • 2020
  • Objectives: The present study reports a case of chronic anemia patient who was significantly improved after taking Nokyongdaebo-tang (NYDBT) Methods: A 48-year-old male patient diagnosed with iron deficiency anemia (IDA) visited the Daejeon Korean medicine Hospital of Daejeon University on June 2018. The patient was treated with Korean medicine for 23 months including acupuncture, herbal medicine and Sasang constitutional medicine prescription. Improvement of anemia was assessed by changes of Hemoglobin value. Laboratory analysis was used to evaluate the safety of treatment. Results: Chronic anemia has significantly improved since taking NYDBT on 9 days (2019.12.09-2019.12.17). The Hb value has been maintained in the normal range since it first entered the normal range on January 18, 2020. The patient had become transfusion-free and this condition persisted for 6 months after stopping the transfusion. Conclusion: This case demonstrates the therapeutic potential of Sasang constitutional medicine for chronic anemia as a personalized medicine.

Cu-64 as a Cancer Theranostics Agent

  • Kwang Il Kim
    • 대한방사성의약품학회지
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    • 제8권2호
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    • pp.139-150
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    • 2022
  • Theranostics, a composite word of therapy and diagnosis, is known as personalized medicine and the concept of diagnosis and treatment at the same time. In nuclear medicine, it means performing both therapeutic and diagnostic radioisotope therapy using the same target molecule. The increased production and utilization of 64Cu opens a new era of theranostics. The studies introduced here have shown that 64CuCl2 and various compounds or biomolecules labeled with 64Cu are unique radiopharmaceuticals with physiological properties suitable for use as diagnostic and therapeutic agents. So far, these two abilities have been described only for radioactive iodine. Although 64Cu has complex chemical properties compared to other PET radioisotopes such as 68Ga, it has an appropriate half-life and enables high-quality PET images similar to 18F, which is an advantage in terms of diagnosis. In addition, since it also has therapeutic properties through the release of β- particles and Auger electrons by electron capture, radiopharmaceuticals using 64Cu stand for innovative radiopharmaceuticals for theranostic purposes. Therefore, based on the initial results obtained using 64Cu as a therapeutic agent, it is expected that additional research on the application of 64Cu will lead to a new era in the theranostics field.

O2O기반 코치 매칭을 위한 자원관리 (Resource Management for O2O based Coach Matching)

  • 김지연;김재철
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.318-320
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    • 2022
  • 병원 내 치료를 마치고 지역사회로 복귀하는 운동재활자가 운동재활을 위해 처음 접하게 되는 어려움은 운동재활자의 현재 건강상태를 기반으로 적절한 운동지도자와 함께 운동을 어디에서 진행해야 되는 지에 대한 선택의 어려움에 있다. 이에 병원의 임상데이터 연계를 통해 개인의 질환 정보에 따른 건강상태를 기반으로 지역사회에서 개인맞춤형 운동재활 서비스(AI based Rehabilitation Exercise Service system: 이하, ARES 시스템)의 제공이 요구되고 있다. 본 연구에서는 ARES 시스템의 지역사회 운동재활을 위한 시설 및 코치와의 접근성 향상을 위하여 O2O(Online-to-Offline) 연계 코치 매칭을 위한 자원관리 시스템을 설계하였다.

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Current status of image-enhanced endoscopy in inflammatory bowel disease

  • Young Joo Yang
    • Clinical Endoscopy
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    • 제56권5호
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    • pp.563-577
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    • 2023
  • In inflammatory bowel disease (IBD), chronic inflammation leads to unfavorable clinical outcomes and increases the risk of developing colorectal neoplasm (CRN); thereby highlighting the importance of endoscopically evaluating disease activity as well as detecting and characterizing CRN in patients with IBD. With recent advances in image-enhanced endoscopic (IEE) technologies, especially virtual chromoendoscopy (VCE) platforms, this review discusses state-of-the-art IEE techniques and their applicability in assessing disease activity and surveillance colonoscopy in patients with IBD. Among various IEE, VCE demonstrated the capacity to identify quiescent disease activity. And endoscopic remission defined by the new scoring system using VCE platform better predicted clinical outcomes, which may benefit the tailoring of therapeutic strategies in patients with IBD. High-definition dye-chromoendoscopy (HD-DCE) is numerically superior to high-definition white light endoscopy (HD-WLE) in detecting CRN in IBD; however, discrepancy is observed in the statistical significance. VCE showed comparable performance in detecting dysplasia to HD-WLE or DCE and potential for optical diagnosis to differentiate neoplastic from nonneoplastic lesions during surveillance colonoscopy. Applying these novel advanced IEE technologies would provide opportunities for personalized medicine in IBD and optimal treatment of CRN in patients with IBD.