• 제목/요약/키워드: Medical Error

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Enhancing Medical Images by New Fuzzy Membership Function Median Based Noise Detection and Filtering Technique

  • Elaiyaraja, G.;Kumaratharan, N.
    • Journal of Electrical Engineering and Technology
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    • 제10권5호
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    • pp.2197-2204
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    • 2015
  • In recent years, medical image diagnosis has growing significant momentous in the medicinal field. Brain and lung image of patient are distorted with salt and pepper noise is caused by moving the head and chest during scanning process of patients. Reconstruction of these images is a most significant field of diagnostic evaluation and is produced clearly through techniques such as linear or non-linear filtering. However, restored images are produced with smaller amount of noise reduction in the presence of huge magnitude of salt and pepper noises. To eliminate the high density of salt and pepper noises from the reproduction of images, a new efficient fuzzy based median filtering algorithm with a moderate elapsed time is proposed in this paper. Reproduction image results show enhanced performance for the proposed algorithm over other available noise reduction filtering techniques in terms of peak signal -to -noise ratio (PSNR), mean square error (MSE), root mean square error (RMSE), mean absolute error (MAE), image enhancement factor (IMF) and structural similarity (SSIM) value when tested on different medical images like magnetic resonance imaging (MRI) and computer tomography (CT) scan brain image and CT scan lung image. The introduced algorithm is switching filter that recognize the noise pixels and then corrects them by using median filter with fuzzy two-sided π- membership function for extracting the local information.

Packet-Level Scheduling for Implant Communications Using Forward Error Correction in an Erasure Correction Mode for Reliable U-Healthcare Service

  • Lee, Ki-Dong;Kim, Sang-G.;Yi, Byung-K.
    • Journal of Communications and Networks
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    • 제13권2호
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    • pp.160-166
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    • 2011
  • In u-healthcare services based on wireless body sensor networks, reliable connection is very important as many types of information, including vital signals, are transmitted through the networks. The transmit power requirements are very stringent in the case of in-body networks for implant communication. Furthermore, the wireless link in an in-body environment has a high degree of path loss (e.g., the path loss exponent is around 6.2 for deep tissue). Because of such inherently bad settings of the communication nodes, a multi-hop network topology is preferred in order to meet the transmit power requirements and to increase the battery lifetime of sensor nodes. This will ensure that the live body of a patient receiving the healthcare service has a reduced level of specific absorption ratio (SAR) when exposed to long-lasting radiation. We propose an efficientmethod for delivering delay-intolerant data packets over multiple hops. We consider forward error correction (FEC) in an erasure correction mode and develop a mathematical formulation for packet-level scheduling of delay-intolerant FEC packets over multiple hops. The proposed method can be used as a simple guideline for applications to setting up a topology for a medical body sensor network of each individual patient, which is connected to a remote server for u-healthcare service applications.

치료기회상실로 인한 손해배상에 있어서 피침해법익 (Legal Interest in Damages Regarding Loss of Treatment Chance)

  • 엄복현
    • 의료법학
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    • 제20권3호
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    • pp.83-139
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    • 2019
  • 의료과오에 의한 손해배상책임의 인정은 크게 두 가지 축을 기본으로 하여 전개되어 왔다. 첫째는 의사의 과실 있는 진료행위가 있고 이로 인하여 생명·신체 등의 법익이 침해당하고, 생명·신체 침해로부터 발생한 재산적·비재산적 손해에 대한 배상이 문제되는 경우이다. 둘째는 의사의 설명의무 위반이 있고 이로 인하여 자기결정권이 침해당하고, 자기결정권 침해로부터 발생한 비재산적 손해에 대한 배상이 문제되는 경우이다. 그러나 의료과오가 있더라도 환자의 기존상태 등으로 말미암아 의사의 과실 있는 진료행위와 법익침해 사이에 인과관계 증명이 곤란하여 의사의 손해배상책임이 부정되는 경우가 있다. 예를 들어, 환자가 이미 심한 말기암에 걸려있어서 의사로부터 적절한 치료를 받았더라도 완치되었을 가능성이 매우 낮은 경우를 생각해 보자. 이 때 의사의 과실이 없더라도 환자는 사망하였을 가능성이 매우 크다는 이유로 환자에게 어떠한 손해배상도 인정하지 않는 것은 타당하지 않다. 의사의 과실 있는 진료행위로 인하여 환자에게는 최소한 정신적 고통과 같은 비재산적 손해가 발생하였기 때문이다. 위와 같은 경우에 우리 법원은 예외적으로 적절한 치료를 받을 기회를 상실했음을 이유로 하여 위자료 배상을 인정해주고 있다. 그러나 이론적 체계가 정교하지 못하여 어떤 것을 보호법익으로 삼는지 명확하게 밝히지 못하고 있다. 의사의 과실 있는 진료행위와 생명·신체라는 법익의 침해 사이에 인과관계가 부정되더라도 새로운 보호법익을 설정하여 환자에게 발생한 손해를 배상해주려는 최근의 논의가 바로 '치료기회상실의 법리'이다. 이 보호법익의 내용이 무엇인지에 관하여 치유가능성론, 기대권침해론, 연명할 상당한 정도의 가능성 침해론, 치료기회상실론 등이 주장되고 있다. 이 보호법익의 내용은 치료기회상실론에 따라 '의료수준에 비추어 적절한 치료를 받을 이익'으로 보는 것이 타당하다. 환자의 위와 같은 이익은 어느 누구로부터 침해받거나 방해받아서는 안 되는 인간의 존엄한 가치임과 동시에, 생명에 관한 근원적인 욕구이며 법적으로 보호받아야 할 가치 있는 이익이라고 할 수 있다. 이런 측면에서 '의료수준에 적절한 치료를 받을 이익'은 정신적 법익에 관한 일반적 인격권의 하나로써 구체화될 수 있다.

의료보험자료 상병기호의 정확도 추정 및 관련 특성 분석 -법정전염병을 중심으로- (Estimation of Disease Code Accuracy of National Medical Insurance Data and the Related Factors)

  • 신의철;박용문;박용규;김병성;박기동;맹광호
    • Journal of Preventive Medicine and Public Health
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    • 제31권3호
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    • pp.471-480
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    • 1998
  • This study was undertaken in order to estimate the accuracy of disease code of the Korean National Medical Insurance Data and disease the characteristics related to the accuracy. To accomplish these objectives, 2,431 cases coded as notifiable acute communicable diseases (NACD) were randomly selected from 1994 National Medical Insurance data file and family medicine specialists reviewed the medical records to confirm the diagnostic accuracy and investigate the related factors. Major findings obtained from this study are as follows : 1. The accuracy rate of disease code of NACD in National Medical Insurance data was very low, 10.1% (95% C.I. : 8.8-11.4). 2. The reasons of inaccuracy in disease code were 1) claiming process related administrative error by physician and non-physician personnel in medical institutions (41.0%), 2) input error of claims data by key punchers of National Medical Insurer (31.3%) and 3) diagnostic error by physicians (21.7%). 3. Characteristics significantly related with lowering the accuracy of disease code were location and level of the medical institutions in multiple logistic regression analysis. Medical institutions in Seoul showed lower accuracy than those in Kyonngi, and so did general hospitals, hospitals and clinics than tertiary hospitals. Physician related characteristics significantly lowering disease code accuracy of insurance data were sex, age group and specialty. Male physicians showed significantly lower accuracy than female physicians; thirties and fortieg age group also showed significantly lower accuracy than twenties, and so did general physicians and other specialists than internal medicine/pediatric specialists. This study strongly suggests that a series of policies like 1) establishment of peer review organization of National Medical Insurance data, 2) prompt nation-wide expansion of computerized claiming network of National Medical Insurance and 3) establishment and distribution of objective diagnostic criteria to physicians are necessary to set up a national disease surveillance system utilizing National Medical Insurance claims data.

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Rayleigh 적분의 수치해에 관한 오차분석 (Error Analysis in the Numerical Solution of Rayleigh Integral)

  • 이금원;김병기
    • 대한의용생체공학회:의공학회지
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    • 제11권1호
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    • pp.89-96
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    • 1990
  • The numerical evaluation of Rayleigh's integral for the sound source reconstruction can be speeded up by the use of angular frequency propagation method and the FFT. However, are several source of errors involved during the reconstruction. Besides the aliasing error due to undersampling in space, the wrap around error. which is caused by undersampling the kernel functionin frequency domain, and windowing effect are present. We found that there is no replicated source problem and the windowing effect is due to the windowing the kernel function In frequency domain, and, xero padding is always required to improve the quality of reconstruction.

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일개병원의 환자안전문화 인식도 조사결과 (The results of recognition survey for patient safety culture in a hospital)

  • 김기영;한혜미;박유리;김순애;신현수
    • 한국의료질향상학회지
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    • 제22권2호
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    • pp.75-90
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    • 2016
  • Objectives: This study measures the level of cognition of employee's patient safety culture and evaluates the current level through comparing the results to external levels. Ultimately it is performed to construct a strategic improvement plan through the basic database for patient's safety culture. Methods: A questionnaire survey of self reporting type was carried out using structured questionnaire of the patient's safety culture for employees currently employed in a hospital. Total responders was 1,129 and a response rate was 54.6%. The survey results were calculated with a percent positive response, and the current level was evaluated by comparing with the survey results of a hospital (2009 and 2014) and the survey result of The Agency for Healthcare Research and Quality(2014). Results: Sub-dimension of high percent positive response for each area were 'teamwork within hospital units' (80%), 'feedback & communication about error' (73%) and 'supervisor/manager expectations & actions promoting safety' (67%). Meanwhile, 'teamwork across hospital units' (31%), 'hospital management support for patient safety' (29%), 'staffing' (27%) and 'non-punitive response to error' (17%) were relatively low percent positive response. Compared to the survey results of AHRQ (2014) for each area, 'teamwork within hospital units' (80%), 'feedback & communication about error' (73%), 'frequency of event reporting' (66%) were at the top 50% percentile level and the remaining sub-dimensions showed a very low level in the lower 10% percentile area. Conclusion: In order to establish a system for patient safety culture within the hospital and evaluate the effect on this, it is necessary to periodically evaluate the patient's safety culture and establish regulations on hospital safety culture to comply with this.

Measurement Error Variance Estimation Based on Complex Survey Data with Subsample Re-Measurements

  • Heo, Sunyeong;Eltinge, John L.
    • Communications for Statistical Applications and Methods
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    • 제10권2호
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    • pp.553-566
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    • 2003
  • In many cases, the measurement error variances may be functions of the unknown true values or related covariates. This paper considers design-based estimators of the parameters of these variance functions based on the within-unit sample variances. This paper devotes to: (1) define an error scale factor $\delta$; (2) develop estimators of the parameters of the linear measurement error variance function of the true values under large-sample and small-error conditions; (3) use propensity methods to adjust survey weights to account for possible selection effects at the replicate level. The proposed methods are applied to medical examination data from the U.S. Third National Health and Nutrition Examination Survey (NHANES III).

약사에 의해 탐지된 항암제 처방오류 분석 (Analysis of Chemotherapy Prescribing Errors Detected by Pharmacists)

  • 이현주;양미경;조주희;김성은;석현주;김현아
    • 한국임상약학회지
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    • 제20권2호
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    • pp.120-127
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    • 2010
  • Objective: The purpose of this study was to identify the type and frequency of chemotherapy-related prescribing errors and assess the pharmacist intervention in preventing potential harm. Methods: This study was performed in satellite pharmacy of oncology/hematology unit in tertiary teaching hospital from April to September, 2009. All chemotherapy prescribing errors detected by pharmacists were recorded. Frequency and characteristics of prescribing errors were analyzed. Pharmacists reviewed 28, 495 chemotherapy orders from 12,719 patients during 6-month periods. Results: A total of 835 prescription errors (2.93%) in 734 patients (5.77%) were detected by pharmacists. Alkylating agents (37.6%) followed by antimetabolite (23.35%), and mitotic inhibitors (21.44%) were the most prevalent classes in which errors occurs. The most common types of error detected were incorrect dose (34%), incorrect solution (33%), incorrect route (9%) and omission errors (8%). Changes in chemotherapy order due to pharmacists' intervention occurred in all error cases. Conclusion: Pharmacists' intervention in reviewing chemotherapy and drug orders intercepted potential harm due to prescribing errors. The current study provided strategies for reduction of medication errors.

Imputation of Medical Data Using Subspace Condition Order Degree Polynomials

  • Silachan, Klaokanlaya;Tantatsanawong, Panjai
    • Journal of Information Processing Systems
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    • 제10권3호
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    • pp.395-411
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    • 2014
  • Temporal medical data is often collected during patient treatments that require personal analysis. Each observation recorded in the temporal medical data is associated with measurements and time treatments. A major problem in the analysis of temporal medical data are the missing values that are caused, for example, by patients dropping out of a study before completion. Therefore, the imputation of missing data is an important step during pre-processing and can provide useful information before the data is mined. For each patient and each variable, this imputation replaces the missing data with a value drawn from an estimated distribution of that variable. In this paper, we propose a new method, called Newton's finite divided difference polynomial interpolation with condition order degree, for dealing with missing values in temporal medical data related to obesity. We compared the new imputation method with three existing subspace estimation techniques, including the k-nearest neighbor, local least squares, and natural cubic spline approaches. The performance of each approach was then evaluated by using the normalized root mean square error and the statistically significant test results. The experimental results have demonstrated that the proposed method provides the best fit with the smallest error and is more accurate than the other methods.

위상기반 호흡연동 방사선치료 시 오차 분석 프로그램 개발 (Development of Error Analysis Program for Phase-based Respiratory Gating Radiation Therapy)

  • 송주영;나병식;정웅기;안성자;남택근;윤미선
    • 한국의학물리학회지:의학물리
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    • 제17권3호
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    • pp.136-143
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    • 2006
  • 방사선 치료 시 환자 호흡에 의한 치료부위의 움직임 영향을 줄이기 위해 환자 복부에 배치한 적외선 반사체 표식자의 호흡에 따른 주기적 움직임을 분석하여 안정된 일정 영역에서만 방사선이 조사되도록 하는 호흡연동 방사선치료 방법이 임상에서 활용되고 있다. 이러한 호흡연동 방사선치료에서 표식자의 운동 주기 중 안정된 특정 위상영역을 기반으로 방사선 조사 구간을 설정하는 방법은 진폭변위를 기반으로 하는 방법보다 안정적으로 치료를 수행할 수 있는 장점이 있으나, 치료 시 방사선 조사 구간 내 표식자 진폭의 변화가 발생해도 설정 위상 기반영역에만 포함되면 방사선이 조사되는 경우가 발생할 수 있어, 실제 호흡량의 변위에 따른 내부 장기의 움직임 정도를 정확히 반영하기에는 한계가 있다. 본 연구에서는 이와 같은 위상기반 호흡연동 방사선치료 시 발생할 수 있는 표식자 진폭의 변화와 이로 인한 치료 부위의 움직임에 의한 오차를 분석할 수 있는 프로그램을 개발하여 정확성과 임상 적용 타당성을 분석하였다. 모의치료 시 설정된 방사선 조사 구간 내 가상의 진폭 변위를 주어 작성한 치료 기록 파일과 팬텀을 사용하여 임상에서 발생할 수 있는 진폭 변위의 크기와 불규칙한 변화가 발생하였을 경우의 환경 설정 후 방사선을 조사하고 생성된 치료 기록 파일들을 개발한 프로그램으로 분석하였을 때, 정확한 오차 구간의 판별과 오차 계산이 수행됨을 확인할 수 있었다. 실제 위상기반 호흡연동 방사선 치료 환자에 적용하였을 때에도 설정된 허용기준을 벗어나는 지점의 오차 영역 인식과 오차 계산이 정확히 수행됨을 확인하여, 향후 위상기반 호흡연동 방사선치료 시 발생할 수 있는 방사선 조사 구간 내 환자 호흡량의 변화로 인한 치료 표적의 변위 오차 분석에 유용한 도구로 사용될 것으로 생각된다.

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