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Evaluation method for interoperability of weapon systems applying natural language processing techniques (자연어처리 기법을 적용한 무기체계의 상호운용성 평가방법)

  • Yong-Gyun Kim;Dong-Hyen Lee
    • Journal of The Korean Institute of Defense Technology
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    • v.5 no.3
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    • pp.8-17
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    • 2023
  • The current weapon system is operated as a complex weapon system with various standards and protocols applied, so there is a risk of failure in smooth information exchange during combined and joint operations on the battlefield. The interoperability of weapon systems to carry out precise strikes on key targets through rapid situational judgment between weapon systems is a key element in the conduct of war. Since the Korean military went into service, there has been a need to change the configuration and improve performance of a large number of software and hardware, but there is no verification system for the impact on interoperability, and there are no related test tools and facilities. In addition, during combined and joint training, errors frequently occur during use after arbitrarily changing the detailed operation method and software of the weapon/power support system. Therefore, periodic verification of interoperability between weapon systems is necessary. To solve this problem, rather than having people schedule an evaluation period and conduct the evaluation once, AI should continuously evaluate the interoperability between weapons and power support systems 24 hours a day to advance warfighting capabilities. To solve these problems, To this end, preliminary research was conducted to improve defense interoperability capabilities by applying natural language processing techniques (①Word2Vec model, ②FastText model, ③Swivel model) (using published algorithms and source code). Based on the results of this experiment, we would like to present a methodology (automated evaluation of interoperability requirements evaluation / level measurement through natural language processing model) to implement an automated defense interoperability evaluation tool without relying on humans.

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A Review of the Latest Research Trends in Rosacea and Recommendations for More Effective Oriental Medicine Treatments - Focusing on Autonomic Nervous System Regulation - (주사피부염의 최신 연구 동향 및 더욱 효과적인 한방치료를 위한 제언 - 자율신경 기능조절을 중심으로 -)

  • EunKyung Lee;Byunghyun Kim;YeEun Hong;Heejae Lee;Kyuseok Kim;Haejeong Nam;YoonBum Kim
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.37 no.3
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    • pp.17-28
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    • 2024
  • Objectives : The aim of this study is to explore the potential of oriental medicine in managing rosacea through the regulation of the autonomic nervous system. Methods : We reviewed studies on the pathophysiology and medical treatment (both western and oriental medicine) of rosacea, as well as the relationship between rosacea and the autonomic nervous system, using four databases: PubMed, OASIS, RISS, and NDSL. Results : Rosacea is a chronic recurrent inflammatory disease characterized by symptoms such as facial flushing, inflammatory papules, and pustules. In Western medicine, symptomatic treatments like vasoconstrictors, doxycycline, and anti-inflammatory drugs are primarily used. According to the pathophysiological mechanisms of rosacea, the autonomic nervous system is closely related, particularly with sympathetic overactivity causing vasodilation and local inflammation in rosacea patients. Additionally, recent studies report that rosacea patients frequently exhibit neuropsychiatric symptoms such as anxiety, depression, and insomnia, which are closely linked to autonomic dysfunction and contribute to the worsening of skin symptoms. However, current studies on the use of oriental medicine for rosacea focus mainly on anti-inflammatory effects at the local level, similar to conventional treatments. Conclusions : Based on the close involvement of the autonomic nervous system in the pathophysiological mechanisms of rosacea and numerous studies showing that oriental medicine can effectively regulate autonomic function, applying such treatments to rosacea patients may improve not only skin symptoms but also the frequently associated neuropsychiatric symptoms like anxiety, depression and insomnia.

Development and Feasibility Assessment of Mobile Application-Based Digital Therapeutics for Postoperative Supportive Care in Gastric Cancer Patients Following Gastrectomy

  • Ji-Hyeon Park;Hyuk-Joon Lee;JeeSun Kim;Yo-Seok Cho;Sunjoo Lee;Seongmin Park;Hwinyeong Choe;Eunhwa Song;Youngran Kim;Seong-Ho Kong;Do Joong Park;Byung-Ho Nam;Han-Kwang Yang
    • Journal of Gastric Cancer
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    • v.24 no.4
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    • pp.420-435
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    • 2024
  • Purpose: This study aimed to develop and assess the feasibility and effectiveness of digital therapeutics for supportive care after gastrectomy. Materials and Method: The study included 39 patients with gastric cancer who underwent minimally invasive gastrectomy and were able to use a mobile application (app) on their smartphones. The developed research app automatically calculates and provides daily targets for calorie and protein intake based on the patient's body mass index (BMI). Patients recorded their daily diets, weights, and symptoms in the app and completed special questionnaires to assess the feasibility of the app in real-world clinical practice. Results: At the 10-week follow-up, the mean questionnaire scores for ease of learning, usability, and effectiveness of the app (primary endpoint) were 2.32±0.41, 2.35±0.43, and 2.4±0.39 (range: 0-3), respectively. Patients were classified as underweight (<18.5, n=4), normal (18.5-24.9, n=24), or overweight (≥25.0, n=11) according to predischarge BMI. Underweight patients showed higher compliance with app usage and a higher rate of achieving the target calorie and protein intake than normal weight and overweight patients (98% vs. 77% vs. 81%, p=0.0313; 102% vs. 75% vs. 61%, P=0.0111; 106% vs. 79% vs. 64%, P=0.0429). Two patients transitioned from underweight to normal weight (50.0%), one patient (4.3%) transitioned from normal weight to underweight, and two patients (22.2%) transitioned from overweight to normal weight. Conclusions: The mobile app is feasible and useful for postoperative supportive care in terms of ease of learning, usability, and effectiveness. Digital therapeutics may be an effective way to provide supportive care for postgastrectomy patients, particularly in terms of nutrition.

A Study on the Effect of Educational Service Quality on Educational Satisfaction in Cooking Educational Institutions - Focusing on the moderating effect of mentoring - (조리교육기관의 교육서비스품질이 교육만족도에 미치는 영향관계 연구 - 멘토링 조절효과를 중심으로 -)

  • Myung-Jin Oh;Bong-Sun Lee
    • Journal of the Health Care and Life Science
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    • v.11 no.2
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    • pp.311-320
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    • 2023
  • This study identified the relationship between empathy, tangibility, certainty, reliability, and educational satisfaction, which are sub-factors of educational service quality, and analyzed how educational service quality affects educational satisfaction through the moderating effect of mentoring. A total of 381 response samples were constructed for empirical analysis to analyze demographic characteristics, student use patterns, validity and reliability, correlation, and hypothesis verification, and a total of six hypotheses were established and verified using variables selected based on previous studies and preliminary surveys. First, as a result of the verification of Hypothesis 1, it was found that all constituent factors of education service quality had a positive (+) significant effect on education satisfaction. Second, as a result of the moderating effect of mentoring in Hypothesis 2, it was found that education satisfaction was increased in the confidence, reliability, and mentoring of education service quality. Therefore, empathy, tangibility, certainty, and reliability of education service quality are factors necessary to increase education satisfaction, and academy operators and managers are required to reflect this and operate strategies to increase the competitiveness of the academy.

A Retrospective Herb-Drug Interaction Study of Oryeong-san (Wuling-san) Co-administration in Type 2 Diabetes Patients Receiving Hypoglycemic Treatment (표준 치료를 받고 있는 제2형 당뇨병 환자에서 오령산 병용 투여의 후향적 약물 상호작용 연구)

  • Mee-ryoung Song;Woo-nyoung Jung;Yeon-joo Yoo;Min-seong Lee;Young-min Ahn;Se-young Ahn;Byung-cheol Lee
    • The Journal of Internal Korean Medicine
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    • v.45 no.4
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    • pp.602-614
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    • 2024
  • Objectives: This study investigated the effects of Korean medicine Oryeong-san (五苓散) on blood glucose levels and evaluated its safety in patients with type 2 diabetes. Methods: A total of 87 patients aged 19 years and older, hospitalized for at least three days at the Kyung Hee University Korean Medical Hospital from January 1, 2021, to December 31, 2023 and continuously consumed Oryeong-san for a minimum of three days, were included. Their clinical characteristics and laboratory tests were reviewed retrospectively. The effects of Oryeong-san on fasting (FBS) and 2-hour postprandial (PP2) blood glucose were assessed by comparing the averages of measurements taken before and after the treatment. To evaluate the safety of the herbal extract, liver function test and kidney function test results were compared, including aspartate aminotransferase (AST), alanine aminotransferase (ALT), blood urea nitrogen (BUN), creatinine (Cr), and estimated glomerular filtration rate (eGFR). Results: The average duration of Oryeong-san consumption was 17.71±26.82 days. Although the FBS decreased and the PP2 slightly increased, these changes were not statistically significant (p>0.05). Safety assessments showed that the average levels of AST decreased, while the level of ALT increased, without statistical significance. The BUN levels also significantly decreased, while Cr and eGFR levels remained stable. Conclusion: This study indicates that Oryeong-san is safe for use in type 2 diabetes patients without significant impact on blood glucose and that it has a positive safety profile.

Recent outcome of extremely low birth weight infants - The use of CRIB(clinical risk index for babies) II score for analyzing the survival rate - (초극소 저출생 체중아의 최근 치료 성적 - CRIB(clinical risk index for babies) II 점수를 이용한 생존율 분석 -)

  • Kim, Do-Hyeon;Shim, So-Yeon;Kim, Jae-Ri;Shin, Seung-Han;Kim, Eun Sun;Joung, Kyoung-Eun;Kim, Sang Duk;Lee, Jin A;Choi, Chang Won;Kim, Ee-Kyung;Kim, Han-Suk;Kim, Beyong Il;Choi, Jung-Hwan
    • Clinical and Experimental Pediatrics
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    • v.49 no.9
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    • pp.952-958
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    • 2006
  • Purpose : The survival rate of infants weighing less than 1,000 g at birth(extremely low birth weight infants, ELBWI) has increased due to recent advances in perinatal and neonatal intensive care. The purpose of this study was to evaluate the survival rates of ELBWI born at Seoul National University Hospital during the last six years. Methods : A total of 99 infants were divided into three groups(period I: 2000 to 2001, period II: 2002 to 2003, period III : 2004 to 2005) based on date of birth. We compared the survival rate of ELBWI over the three periods, using CRIB II score for adjustment for clinical severity. Results : Overall survival rate of ELBWI was 74.7 percent. The survival rate of ELBWI increased over the three periods(period I: 60.7 percent, period II : 73.3 percent, period III : 85.3 percent). The threshold of viability(defined as survival of at least 50 percent of infants) was 25 weeks of gestation and 600 g at birth. The birth weight-specific survival rates increased considerably over the three periods for infants <750 g at birth(period I: 10 percent, period II: 46.2 percent, period III : 70.6 percent). The survival rates of ELBWI over the three periods increased much remarkably after adjustment for clinical severity by CRIB II score. Conclusion : In our institution, survival rates of ELBWI during the last six years continued to improve, particularly for infants weighing <750 g at birth. This increase in survival rates was not associated with the clinical severity of ELBWI.

A RETROSPECTIVE MULTICENTER CLINICAL STUDY OF INSTALLED US II / SS II IMPLANTS AFTER MAXILLARY SINUS FLOOR ELEVATION (상악동저 거상술 후 Osstem Implant (US II / SS II)의 다기관 후향적 임상연구)

  • Kook, Min-Suk;Park, Hong-Ju;Kim, Su-Gwan;Kim, Young-Kyun;Cho, Yong-Seok;Choi, Gab-Lim;Oh, Young-Hak;Oh, Hee-Kyun
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.34 no.3
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    • pp.341-349
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    • 2008
  • Purpose: The purpose of this study was to evaluate the $Osstem^{(R)}$ implants (US II/SS II implants) through the retrospective study for the clinical success rate during the installation of the $Osstem^{(R)}$ implants (US II/SS II implants) by using of the procedures of maxillary sinus floor elevation. Materials and methods: The current study was researched in the 6 medical institutions: Chonnam National University, Chosun University, Pusan DaeDong Hospital, Bundang Seoul National University Hospital, Ap-Seon Clinic, and All Clinic. Based on the total number of 116 patients whose treatment was the installation of the US II/SS II implants with the procedures of the maxillary sinus floor elevation, they were conferred on the dental records of the patients under the joint consultation of the 6 medical institutions. On the dental recording charts, there were included in as the following; the name of the institutions, gender, age, with or without smoking or drinking, with or without the generalized diseases, the height of the alveolar bone on the operational sites, elapsed edentulous state period, the state of the opposed or adjacent teeth, the methods of the maxillary sinus floor elevation, secondary time period for surgery, the lengths, types, and diameters of implants, with or without bone transplantation or the types of bone, postoperative current bone height, current adjacent soft tissue state of the implants, with or without the success of the installations of the implants. We have done our survey with the clinical and radiolographical examinations and dental questionaries. The success and survival rate of the implants was evaluated. Results 1. Total number of the patients with the installation of the US II implants were 62. The 252 numbers of US II implants were installed on the 89 maxillary sinuses. The patient's mean age was 54.1 years old and there were 36 men and 27 women. 2. Total number of patients with the installation of SS II implant were 57. The 165 numbers of SS II implants were planted on the 80 maxillary sinuses. Their mean age was 48.7 years old and there were 37 men and 20 women. 3. The follow-up period was 30.7 months(21-49 mon) on average. The vertical bone loss of installed implants after the procedures of the maxillary sinus elevation was 1.1 mm on average in SS II and 1.3 mm on average in US II. There existed no statistical significance on each group. The mean enlarged bone height after the maxillary sinus floor elevation was 8.2 mm. 4. For the procedures of the maxillary sinus elevation, the Lateral approach technique occupied 87.1%, which was the most used one. In addition, the most frequently used transplanted bone was autogenous bone only which was 72.7% during the maxillary sinus floor elevation. 5. The complication of maxillary sinus floor elevation were perforation of sinus membrane, disesthesia on doner site, exposure of cover screw and exposure of maxillar bone. 6. The survival rate of US II and SS II after maxillary sinus floor elevation was 99.2% and 95.8%, respectively. And the success rate of US II and SS II after maxillary sinus floor elevation was 97.6% and 89.7%, respectively. Conclusion : On the evaluation of the analysis of our study, both US II and SS II implants showed the excellent clinical results by use of the procedures of maxillary sinus floor elevation.

Development of validated Nursing Interventions for Home Health Care to Women who have had a Caesarian Delivery (조기퇴원 제왕절개 산욕부를 위한 가정간호 표준서 개발)

  • HwangBo, Su-Ja
    • Journal of Korean Academy of Nursing Administration
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    • v.6 no.1
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    • pp.135-146
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    • 2000
  • The purpose of this study was to develope, based on the Nursing Intervention Classification (NIC) system. a set of standardized nursing interventions which had been validated. and their associated activities. for use with nursing diagnoses related to home health care for women who have had a caesarian delivery and for their newborn babies. This descriptive study for instrument development had three phases: first. selection of nursing diagnoses. second, validation of the preliminary home health care interventions. and third, application of the home care interventions. In the first phases, diagnoses from 30 nursing records of clients of the home health care agency at P. medical center who were seen between April 21 and July 30. 1998. and from 5 textbooks were examined. Ten nursing diagnoses were selected through a comparison with the NANDA (North American Nursing Diagnosis Association) classification In the second phase. using the selected diagnoses. the nursing interventions were defined from the diagnoses-intervention linkage lists along with associated activities for each intervention list in NIC. To develope the preliminary interventions five-rounds of expertise tests were done. During the first four rounds. 5 experts in clinical nursing participated. and for the final content validity test of the preliminary interventions. 13 experts participated using the Fehring's Delphi technique. The expert group evaluated and defined the set of preliminary nursing interventions. In the third phases, clinical tests were held at in a home health care setting with two home health care nurses using the preliminary intervention list as a questionnaire. Thirty clients referred to the home health care agency at P. medical center between October 1998 and March 1999 were the subjects for this phase. Each of the activities were tested using dichotomous question method. The results of the study are as follows: 1. For the ten nursing diagnoses. 63 appropriate interventions were selected from 369 diagnoses interventions links in NlC., and from 1.465 associated nursing activities. From the 63 interventions. the nurses expert group developed 18 interventions and 258 activities as the preliminary intervention list through a five-round validity test 2. For the fifth content validity test using Fehring's model for determining lCV (Intervention Content Validity), a five point Likert scale was used with values converted to weights as follows: 1=0.0. 2=0.25. 3=0.50. 4=0.75. 5=1.0. Activities of less than O.50 were to be deleted. The range of ICV scores for the nursing diagnoses was 0.95-0.66. for the nursing interventions. 0.98-0.77 and for the nursing activities, 0.95-0.85. By Fehring's method. all of these were included in the preliminary intervention list. 3. Using a questionnaire format for the preliminary intervention list. clinical application tests were done. To define nursing diagnoses. home health care nurses applied each nursing diagnoses to every client. and it was found that 13 were most frequently used of 400 times diagnoses were used. Therefore. 13 nursing diagnoses were defined as validated nursing diagnoses. Ten were the same as from the nursing records and textbooks and three were new from the clinical application. The final list included 'Anxiety', 'Aspiration. risk for'. 'Infant behavior, potential for enhanced, organized'. 'Infant feeding pattern. ineffective'. 'Infection'. 'Knowledge deficit'. 'Nutrition, less than body requirements. altered', 'Pain'. 'Parenting'. 'Skin integrity. risk for. impared' and 'Risk for activity intolerance'. 'Self-esteem disturbance', 'Sleep pattern disturbance' 4. In all. there were 19 interventions. 18 preliminary nursing interventions and one more intervention added from the clinical setting. 'Body image enhancement'. For 265 associated nursing activities. clinical application tests were also done. The intervention rate of 19 interventions was from 81.6% to 100%, so all 19 interventions were in c1uded in the validated intervention set. From the 265 nursing activities. 261(98.5%) were accepted and four activities were deleted. those with an implimentation rate of less than 50%. 5. In conclusion. 13 diagnoses. 19 interventions and 261 activities were validated for the final validated nursing intervention set.

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Determination of Tumor Boundaries on CT Images Using Unsupervised Clustering Algorithm (비교사적 군집화 알고리즘을 이용한 전산화 단층영상의 병소부위 결정에 관한 연구)

  • Lee, Kyung-Hoo;Ji, Young-Hoon;Lee, Dong-Han;Yoo, Seoung-Yul;Cho, Chul-Koo;Kim, Mi-Sook;Yoo, Hyung-Jun;Kwon, Soo-Il;Chun, Jun-Chul
    • Journal of Radiation Protection and Research
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    • v.26 no.2
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    • pp.59-66
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    • 2001
  • It is a hot issue to determine the spatial location and shape of tumor boundary in fractionated stereotactic radiotherapy (FSRT). We could get consecutive transaxial plane images from the phantom (paraffin) and 4 patients with brain tumor using helical computed tomography(HCT). K-means classification algorithm was adjusted to change raw data pixel value in CT images into classified average pixel value. The classified images consists of 5 regions that ate tumor region (TR), normal region (NR), combination region (CR), uncommitted region (UR) and artifact region (AR). The major concern was how to separate the normal region from tumor region in the combination area. Relative average deviation analysis was adjusted to alter average pixel values of 5 regions into 2 regions of normal and tumor region to define maximum point among average deviation pixel values. And then we drawn gross tumor volume (GTV) boundary by connecting maximum points in images using semi-automatic contour method by IDL(Interactive Data Language) program. The error limit of the ROI boundary in homogeneous phantom is estimated within ${\pm}1%$. In case of 4 patients, we could confirm that the tumor lesions described by physician and the lesions described automatically by the K-mean classification algorithm and relative average deviation analyses were similar. These methods can make uncertain boundary between normal and tumor region into clear boundary. Therefore it will be useful in the CT images-based treatment planning especially to use above procedure apply prescribed method when CT images intermittently fail to visualize tumor volume comparing to MRI images.

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A Trial of Aerosolized Colistin for the Treatment of Nosocomial Pneumonia due to Multidrug-resistant Acinetobacter baumannii (다제내성 A. baumannii에 의한 병원획득폐렴에서 Colistin 분무치료의 시도)

  • Kim, Changhwan;Kim, Dong-Gyu;Kang, Hye-Ryun;Choi, Jeong-Hee;Lee, Chang Youl;Hwang, Yong Il;Shin, Tae Rim;Park, Sang Myeon;Park, Yong Bum;Lee, Jae Young;Jang, Seung Hun;Kim, Cheol Hong;Mo, Eun Kyung;Lee, Myung Goo;Hyun, In-Gyu;Jung, Ki-Suck;Choi, Young-Jin;Lee, Jae Woong
    • Tuberculosis and Respiratory Diseases
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    • v.64 no.2
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    • pp.102-108
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    • 2008
  • Background: Recently, multidrug-resistant (MDR) A. baumannii has been implicated for a significant proportion of nosocominal pneumonia in many intensive care units (ICUs), and its acquisition may increase mortality and the length of stay in the ICU. Aerosolized colistin has been successfully used in patients with cystic fibrosis, but there is a lack of data regarding the use of aerosolized colistin in patients with nosocomial pneumonia. Methods: We conducted the present study to assess the effectiveness of aerosolized colistin for the treatment of MDR A. baumannii nosocomial pneumonia. We retrospectively reviewed the medical records of 10 patients who had been hospitalized in the medical ICU and had received aerosolized colistin as a therapy for MDR A. baumannii pneumonia. Results: The mean duration of aerosolized colistin therapy was $12.7{\pm}2.4$ days. Nine (90%) of 10 patients showed a favorable response to the therapy. Follow-up cultures were available for all patients, and the responsible pathogen was completely eradicated. One patient suffered from bronchospasm, which resolved after treatment with nebulized salbutamol. Conclusion: Our results corroborate previous reports that aerosolized colistin may be an effective and safe choice for the treatment of nosocomial pneumonia caused by MDR A. baumannii. Larger prospective controlled clinical studies are warranted to validate further the effectiveness and safety of aerosolized colistin therapy.