Purpose: Since accurate lung cancer segmentation is required to determine the functional volume of a tumor in [ 18 F]FDG PET/CT, we propose a two-stage U-Net architecture to enhance the performance of lung cancer segmentation using [ 18 F]FDG PET/CT. Methods: The whole-body [ 18 F]FDG PET/CT scan data of 887 patients with lung cancer were retrospectively used for network training and evaluation. The ground-truth tumor volume of interest was drawn using the LifeX software. The dataset was randomly partitioned into training, validation, and test sets. Among the 887 PET/CT and VOI datasets, 730 were used to train the proposed models, 81 were used as the validation set, and the remaining 76 were used to evaluate the model. In Stage 1, the global U-net receives 3D PET/CT volume as input and extracts the preliminary tumor area, generating a 3D binary volume as output. In Stage 2, the regional U-net receives eight consecutive PET/CT slices around the slice selected by the Global U-net in Stage 1 and generates a 2D binary image as the output. Results: The proposed two-stage U-Net architecture outperformed the conventional one-stage 3D U-Net in primary lung cancer segmentation. The two-stage U-Net model successfully predicted the detailed margin of the tumors, which was determined by manually drawing spherical VOIs and applying an adaptive threshold. Quantitative analysis using the Dice similarity coefficient confirmed the advantages of the two-stage U-Net. Conclusion The proposed method will be useful for reducing the time and effort required for accurate lung cancer segmentation in [ 18 F]FDG PET/CT.

The enhanced differentiation and activation of osteoclasts (OCs) in the inflammatory arthritis such as rheumatoid arthritis (RA) and gout causes not only local bone erosion, but also systemic osteoporosis, leading to functional disabilities and morbidity. The induction and amplification of NFATc1, a master regulator of OC differentiation, is mainly regulated by receptor activator of NF-κB (RANK) ligand-RANK and calcium signaling which are amplified in the inflammatory milieu, as well as by inflammatory cytokines such as TNFα, IL-1β and IL-6. Moreover, the predominance of CD4+ T cell subsets, which varies depending on the condition of inflammatory diseases, can determine the fate of OC differentiation. Anti-citrullinated peptide antibodies which are critical in the pathogenesis of RA can bind to the citrullinated vimentin on the surface of OC precursors, and in turn promote OC differentiation and function via IL-8. In addition to adaptive immunity, the activation of innate immune system including the nucleotide oligomerization domain leucine rich repeat with a pyrin domain 3 inflammasome and TLRs can regulate OC maturation. The emerging perspectives about the diverse and close interactions between the immune cells and OCs in inflammatory milieu can have a significant impact on the future direction of drug development.
Adaptive Immunity ; Antibodies ; Arthritis ; Arthritis, Rheumatoid ; Calcium Signaling ; Cytokines ; Gout ; Immune System ; Inflammasomes ; Interleukin-6 ; Interleukin-8 ; Leucine ; Osteoclasts ; Osteolysis ; Osteoporosis ; T-Lymphocyte Subsets ; Vimentin

OBJECTIVE: The policy to judge the level of emergency (emergent vs non-emergent) based on Korean Triage and Acuity Scale (KTAS) has been introduced by government to control the flow of emergency patients. The purpose of this study is to identify the variables expected to affect the disposition and to compare the relative importance of the variables. And we also evaluate the validity of the policy to judge the level of emergency based on KTAS. METHODS: We enrolled a total of 29,865 patients who visited a Wide Regional Emergency Center in Busan from Jan 2016 to Dec 2016. Data of those patients were extracted from National Emergency Department Information System (NEDIS) and analysed retrospectively. We determined disposition as the outcome variable. We evaluated the relationship between disposition and visit time, visit mode (firehouse ambulance, inter-facility transfer and self-transport), level of emergency based on KTAS, cause of morbidity. And we also evaluated general and conditional dominances of those variables to compare their relative importance each other. RESULTS: The disposition of the patients was discharge to home (53.5%), general ward admission (30.3%), intensive care unit admission (11.6%), and inter-facility transfer (4.8%). In the univariate analysis, age, gender, visit time, visit mode, cause of morbidity, KTAS level had a significant effect on the disposition. All variables that had a significant effect on univariate analysis also had a significant effect on disposition in multivariate analysis. As a result of dominance analysis, visit mode was the most important variable in both general dominance and conditional dominance. However, if KTAS was devided into 5 levels, it was the most important variable. CONCLUSION: Level of emergency based on KTAS was significantly effective on patient disposition, however it was relatively less important compared to the visit mode. If the visit mode is reflected in the triage system, triage accuracy is expected to be improved. And it also can be a good option to construct triage system based on 5 level KTAS.
Ambulances ; Busan ; Emergencies* ; Emergency Medical Services ; Emergency Service, Hospital* ; Humans ; Information Systems ; Intensive Care Units ; Multivariate Analysis ; Patients' Rooms ; Retrospective Studies ; Triage*

PURPOSE: The severity and mortality of motorcycle accidents are higher than those of other traffic accidents. The majority of risk factors for injury severity identified in previous studies are difficult to apply. This study attempted to identify the clinically useful risk factors for predicting severely injured patients presenting to the emergency department after a motorcycle accident. METHODS: Motorcycle accident patients who visited a Level I trauma center from October 2015 to March 2017 were analyzed. The patients were classified as the severely injured group (Injury Severity Score, ISS≥16) and non-severely injured group (ISS<16). RESULTS: A total of 271 patients were analyzed; 135 (49.8%) patients were included in the severely injured group. Multiple logistic regression analysis was performed with the statistically significant factors between the two groups, including age, systolic blood pressure, heart rate, Glasgow coma scale, alcohol ingestion, and site of injury. The final risk factors predicting severely injured patients were as follows: age (adjusted odds ratio [aOR], 1.023; 95% confidence interval [CI], 1.005– 1.041; p=0.011), systolic blood pressure (aOR, 0.981; 95% CI, 0.970–0.993; p=0.002) and site of injury including abdomen (aOR, 5.785; 95% CI, 2.513–13.316; p<0.001), chest (aOR, 4.567; 95% CI, 2.274–9.173; p<0.001), head and neck (aOR, 5.762; 95% CI, 2.656–12.504; p<0.001), and face (aOR, 2.465; 95% CI, 1.229–4.943; p=0.011). CONCLUSION: Motorcycle accident patients should be assessed promptly for injury to the chest or abdomen by a careful physical examination and focused assessment with sonography for trauma.
Abdomen ; Accidents, Traffic ; Blood Pressure ; Critical Care ; Eating ; Emergency Service, Hospital ; Glasgow Coma Scale ; Head ; Heart Rate ; Humans ; Injury Severity Score ; Logistic Models ; Mortality ; Motorcycles* ; Neck ; Odds Ratio ; Physical Examination ; Risk Factors ; Thorax ; Trauma Centers

“Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” is the 3rd edition of clinical practice guideline (CPG) for stroke rehabilitation in Korea, which updates the 2nd edition published in 2014. Forty-two specialists in stroke rehabilitation from 21 universities and 4 rehabilitation hospitals and 4 consultants participated in this update. The purpose of this CPG is to provide optimum practical guidelines for stroke rehabilitation teams to make a decision when they manage stroke patients and ultimately, to help stroke patients obtain maximal functional recovery and return to the society. The recent two CPGs from Canada (2015) and USA (2016) and articles that were published following the 2nd edition were used to develop this 3rd edition of CPG for stroke rehabilitation in Korea. The chosen articles' level of evidence and grade of recommendation were decided by the criteria of Scotland (2010) and the formal consensus was derived by the nominal group technique. The levels of evidence range from 1++ to 4 and the grades of recommendation range from A to D. Good Practice Point was recommended as best practice based on the clinical experience of the guideline developmental group. The draft of the developed CPG was reviewed by the experts group in the public hearings and then revised. “Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” consists of ‘Chapter 1; Introduction of Stroke Rehabilitation’, ‘Chapter 2; Rehabilitation for Stroke Syndrome, ‘Chapter 3; Rehabilitation for Returning to the Society’, and ‘Chapter 4; Advanced Technique for Stroke Rehabilitation’. “Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” will provide direction and standardization for acute, subacute and chronic stroke rehabilitation in Korea.
Canada ; Consensus ; Consultants ; Humans ; Korea* ; Practice Guidelines as Topic ; Rehabilitation* ; Scotland ; Specialization ; Stroke*

OBJECTIVES: In this study, we characterized human dental pulp cells (HDPCs) obtained by different culture methods to establish the most suitable methodology for dental tissue engineering and regenerative endodontic applications. MATERIALS AND METHODS: HDPCs were isolated by the outgrowth method (HDPCs-OG), the enzymatic digestion method (collagenase/dispase/trypsin, HDPCs-ED), or the combination of both methods (HDPCs-Combined). The expression of mesenchymal stem cell markers (CD105, CD90, and CD73) was investigated. In vitro differentiation capacities of HDPCs into adipogenic, osteogenic, and chondrogenic lineages were compared. Differentiation markers were analyzed by quantitative reverse-transcription polymerase chain reaction (RT-PCR) and western blotting. RESULTS: Our data indicated that whole HDPCs-ED, HPDCs-OG, and HDPCs-Combined could be differentiated into adipogenic, chrondrogenic, and osteogenic cell types. However, we found that the methods for isolating and culturing HDPCs influence the differentiation capacities of cells. HDPCs-OG and HDPCs-ED were preferably differentiated into adipogenic and osteogenic cells, respectively. Differentiation markers shown by RT-PCR and western blotting analysis were mostly upregulated in the treated groups compared with the control groups. CONCLUSIONS: Our findings confirmed that cell populations formed by two different culture methods and the combined culture method exhibited different properties. The results of this study could provide an insight into regenerative endodontic treatment using HDPCs.
Antigens, Differentiation ; Blotting, Western ; Dental Pulp* ; Digestion ; Humans* ; In Vitro Techniques* ; Mesenchymal Stromal Cells ; Methods* ; Polymerase Chain Reaction ; Stem Cells* ; Tissue Engineering

The annual incidence of hospital admissions for lower gastrointestinal bleeding in the United States and Europe is 0.02%. Massive hemorrhage from a solitary colon polyp is an extremely rare case. We report two consecutive patients with a single polyp, which was the source of bleeding. The first case is a 68-year-old male patient who visited Daejeon Sun Hospital with the chief complaint of considerable hematochezia. An 1.2 cm colon polyp with active bleeding was observed on the colonoscopy. The second case is a 74-year-old female patient with symptoms of hematochezia. A blood-clot attached, 3.0 cm sized Yamada type-IV colon polyp was examined on the colonoscopy. One case was a sessile polyp, and the other one was a thick-stalked pedunculated polyp. Both types of polyps were supplied with more vessels than other polyps, and both patients were taking aspirin. The two patients underwent snare polypectomy and were discharged without further bleeding evidence.
Aged ; Aspirin ; Colon ; Colonic Polyps ; Colonoscopy ; Europe ; Female ; Gastrointestinal Hemorrhage ; Hemorrhage ; Humans ; Incidence ; Male ; Polyps ; SNARE Proteins ; Solar System ; United States