Due to the high complexity and subject variability of motor imagery electroencephalogram, its decoding is limited by the inadequate accuracy of traditional recognition models. To resolve this problem, a recognition model for motor imagery electroencephalogram based on flicker noise spectrum (FNS) and weighted filter bank common spatial pattern (wFBCSP) was proposed. First, the FNS method was used to analyze the motor imagery electroencephalogram. Using the second derivative moment as structure function, the ensued precursor time series were generated by using a sliding window strategy, so that hidden dynamic information of transition phase could be captured. Then, based on the characteristic of signal frequency band, the feature of the transition phase precursor time series and reaction phase series were extracted by wFBCSP, generating features representing relevant transition and reaction phase. To make the selected features adapt to subject variability and realize better generalization, algorithm of minimum redundancy maximum relevance was further used to select features. Finally, support vector machine as the classifier was used for the classification. In the motor imagery electroencephalogram recognition, the method proposed in this study yielded an average accuracy of 86.34%, which is higher than the comparison methods. Thus, our proposed method provides a new idea for decoding motor imagery electroencephalogram.
Taking the actual situation of the undergraduate medical education in West China School of Medicine, Sichuan University as the real-world reference, combining with literature review, this article analyzes the internal strengths and weaknesses, as well as the external opportunities and threats of the novel teaching system in medical education which combines the online-merge-offline (OMO) approach with inquiry-small class model, and provides deep insights into the opportunities and challenges of the teaching system after matching the influential factors based on the SWOT-CLPV matrix model. Based on these analyses, this article discusses the application of the teaching system combining the OMO approach with inquiry-small class model in medical education in the post-epidemic era, so as to provide a reference and guidance for further popularizing the teaching model and enhancing the quality of medical education to a new level.
ObjectiveTo evaluate the therapic efficacy for severe acute pancreatitis (SAP) during different periods. MethodsAccording to internalized standard, 234 patients with SAP admitted to this hospital from January 1986 to October 2009 were included, which were divided into two stages based on the time of admitting to this hospital. The first stage named prior operation group was from January 1986 to August 1998 (n=117), the second stage named individual treatment group was from September 1998 to October 2009 (n=117). There was comparability in demography and clinic between two groups. The prior operation group primarily underwent laparotomy and medication, and the individual treatment group underwent multiple combined therapies. These indexes were compared between two groups: hospital stay, cure rate, and mortality; the incidences of pancreatic pseudocyst, pancreatic and peripancreatic abscess, pancreatic encephalopathy, cardiac insufficiency, acute renal failure (ARF), acute respiratory distress syndrome (ARDS), and shock. The efficacies for early treatment, ascites, biliary pancreatitis, and pancreatic and peripancreatic complications were compared two groups by stratified analysis. ResultsCompared with the prior operation group, the hospital stay was shorter (Plt;0.05), cure rate was higher (Plt;0.001), and mortality was lower in the individual treatment group (Plt;0.001). During the treatments, the incidences of pancreatic pseudocyst, pancreatic and peripancreatic abscess, pancreatic encephalopathy, cardiac insufficiency, ARF, ARDS, and shock in the individual treatment group were lower than those in the prior operation group (Plt;0.05). According to the stratified analysis, the efficacies for early treatment, ascites, biliary pancreatitis, and pancreatic and peripancreatic complications in the individual treatment group were better than those in the prior operation group (Plt;0.001). ConclusionIn recent years, the change of therapeutic mode significantly improves the treatment efficacy for SAP.
ObjectiveTo understand patients’ cognition of third-party mediation model for medical disputes, analyze the factors influencing the trust of patients on third-party mediation, and propose recommendations for building third-party mediation mechanisms. MethodsFrom November 2013 to April 2014, we referred past literature to design a relevant questionnaire on the cognition of third-party mediation for medical disputes. Patients who had reached the end of the treatment were surveyed by random cluster sampling. The raw data were put into the computer for statistical analysis by SPSS 18.0. ResultsAfter giving out 500 questionnaires, we acquired 486 effective questionnaires. The result showed that 61.52% of the patients knew of third-party mediation; 55.35% of the patients considered that thirdparty mediation should be set in and supervised by the court or judicial administrative department; if the mediation failed, 57.41% of the patients chose to resolve the dispute through legal channels, and 67.90% of the patients tended to confirm the force of mediation conclusion by arbitration; 70.58% of the patients considered that mediators should have professional background of medicine and law; 73.05% of the patients tended to take conclusions of forensic identification as the basis for mediation; 64.81% of the patients were biased to take Tort Liability Act as the basis for determining the compensation; 53.70% of the patients believed that financial allocations could solve the fund problems of third-party mediation, while 38.48% of the patients thought the funds should be provided by insurance companies; 91.15% of the patients thought the medical institutions should purchase medical liability insurance, and 54.32% of the patients thought insurance companies should not intervene the process of meditation. Conclusions Government should provide financial allocations to ensure the funds of third-party mediation. Besides, medical insurance should be brought in as a supplement. Medical institutions should purchase medical liability insurance to solve problems caused by medical disputes. Third-party mediation should be set in and supervised by the court or the judicial administrative department. Mediators should have professional background of medicine and law. Conclusions of forensic identification should be the basis for third-party mediation.
Objective To observe the multimodal imaging features and explore the treatment of parafoveal exudative vascular anomaly complex (PEVAC). Methods A retrospective study. Six patients (6 eyes) with PEVAC diagnosed in Tianjin Eye Hospital were included in this study from July 2018 to December 2021. All patients were female with monocular disease. The age was (61.1±9.3) years. All patients showed a sudden painless decline in monocular vision with metamorphopsia. All patients underwent best corrected visual acuity (BCVA), color fundus photography, fundus fluorescein angiography (FFA), optical coherence tomography (OCT) and OCT angiography (OCTA). Indocyanine green angiography (ICGA) was performed in 4 eyes. In 6 eyes, 3 eyes were treated with intravitreal injection of anti-vascular endothelial growth factor drug; 5 eyes were treated with micropulse laser photocoagulation and/or local thermal laser photocoagulation; 1 eye was treated with photodynamic therapy. Five patients were followed up for (9.2±7.4) months, and 1 patient was lost. At follow-up, the same equipment and methods were used as at the initial diagnosis. The clinical manifestations, multimodal image features and treatment response were observed. Results Baseline BCVA of affected eyes were ranged from 0.1 to 0.5. PEVAC was isolated in 6 eyes, and the fundus showed isolated hemangioma-like leision, accompanied by small bleeding and hard exudation. There were 2 isolated hemangiomatous lesions adjacent to each other in 2 eyes. In the early stage of FFA, punctate high fluorescence lesions near the macular fovea were seen, and the leakage was enhanced in the late stage. There was no leakage in the early stage of ICGA, or slight leakage with late scouring. OCT showed an oval lesion with high reflection wall and uneven low reflection. The central macular thickness (CMT) was (431±76) μm. OCTA showed blood flow signals in PEVAC, 2 eyes in the superficial capillary plexus (SCP), and it was also observed in the deep capillary plexus (DCP), but the intensity of blood flow signal was slightly weaker than that in the SCP. The blood flow signal was visible only in DCP in 2 eyes. SCP and DCP showed similar intensity of blood flow signals in 2 eyes. After treatment, the bleeding was absorbed basically in 4 eyes, the hard exudation partially subsided, the CMT decreased, the intercortical cystic cavity of the fovea nerve decreased, the hemangiomatous lesions narrowed, and BCVA increased. In 1 eye, the macular sac was reduced and partially absorbed by hard exudation, which was later relapsed due to blood pressure fluctuation.ConclusionsThe majority of PEVAC patients had monocular onset. The fundus is characterized by solitary or structure with strong reflex walls, with or without retinal cysts, hard exudates, and subretinal fluid, and visible blood flow signals inside.
Objective To explore the research progress of the multimodal clinical support system (CSS). Methods With recognized development and operation of the multi-model CSS, and compared to the traditional CSS, to explore the research progress of the multimodal CSS. Results Based on the realization of the concept, purpose and characteristics of the multimodal CSS, it has been known that the international research progress of the multimodal CSS. Conclusion The developing and evolving of the CSS model have offered a new assist to the multi-disciplinary treatment model, and have enhanced the improving system associated with the practice of evidence-based medicine. However, the application of clinical support system program (CSSP) in our country still needs more research.
Objective To retrospectively analyze the rescue activities of 11 foreign medical teams during the Wenchuan earthquake in Sichuan, China, and summarize their rescue patterns and procedures to provide a reference for disaster medical treatment. Methods Statistics in the study are based on information from the Sichuan Provincial Earthquake Relief Headquarters. The authors also directly involved foreign medical teams in the data collection and statistical analysis. Results The different rescue patterns and procedures of foreign medical teams were based on specific conditions and were in strict accordance with scientific and prudent work processes. This resulted in high efficiency and effectiveness in the rescue. Conclusion Chinese medical staff could learn from foreign medical teams’ serious work attitude, patient service, and scientific working patterns.
ObjectiveTo observe and analyze the clinical and imaging features of eyes with cystoid macular degeneration (CMD) secondary to chronic central serous chorioretinopathy (cCSC). MethodsA retrospective clinical study. From February 2018 to June 2023, 9 patients of 15 eyes with cCSC secondary CMD diagnosed by ophthalmology examination in Yunnan University Affiliated Hospital were included in the study. All patients were male. The age was (53.67±3.83) years. The cases of binocular and monocular were 6 and 3 respectively. The visual acuity of the affected eye ranges from 0.02 to 0.1, which cannot be corrected. Visual acuity decreased and the duration of shadow occlusion was ＞1 year. Half dose photodynamic therapy (PDT) was performed on 8 eyes. All the patients underwent the best corrected visual acuity, posterior mydriatic fundus color photography, infrared fundus photography (IR), fundus autofluorescence (AF), fluorescein fundus angiography (FFA), optical coherence tomography (OCT), and multi-wavelength dazzling imaging (MC). The patients who received half dose PDT were followed up until 3 months after treatment. Patients who did not receive treatment were followed up to 2 years after the first diagnosis. ResultsThe light reflection in macular area decreased or disappeared in all eyes, and abnormal macular pigmentation was observed in 12 eyes. IR examination showed diffuse patchy weak fluorescence in the macular area in all affected eyes, and dotted strong fluorescence in the periphery. Fundus AF examination showed disc-like weak AF in the macular area, and scattered small amounts of strong AF in the middle and margins, among which the retinal pigment epithelium (RPE) atrophy trace in the macular area was observed in 7 eyes. By MC examination, the green signal in the macular area of the posterior pole of all affected eyes was uneven and mottled. FFA examination showed that no abnormal fluorescein leakage was observed in 15 eyes and 8 eyes showed strong fluorescence caused by diffuse permeation fluorescence. A small amount of active fluorescein was found in 7 eyes. OCT examination showed that there were several cystic cavities of different sizes in all the affected eyes, RPE atrophied to different degrees, and RPE cell compensatory ridges and tubular structures in the outer retina were seen in 6 eyes; 7 eyes with CMD and active leakage showed signs of subcortical fluid accumulation. Choroidal hypertrophy was seen in all affected eyes, with significant expansion of the great vascular layer and compression of the middle vascular layer and capillary layer. In 8 eyes treated with half-dose PDT, 6 eyes were ineffective at 3 months after treatment. The treatment was effective in 2 eyes. In 7 eyes that did not receive half-dose PDT, CMD structure did not improve significantly after 2 years of follow-up. The visual acuity decreased with the prolongation of the disease. ConclusionsCMD is more common in cCSC with a long course of disease, which has significant effects on vision and poor prognosis. Fundus color photography shows that the reflection in the macular area of the pole is weakened or disappeared, which may be combined with macular abnormal pigmentation. IR and AF examination show uneven fluorescence in macular area. The green signal in macular area is not uniform according to MC inspection. FFA shows strong fluorescence caused by diffuse permeable fluorescence and fluorescein leakage in active lesions. OCT examination shows that multiple small sacs or connections between sacs were broken and fused, and RPE atrophied to varying degrees.
ObjectiveTo investigate the completion of early ambulation in patients with gastric cancer under the enhanced recovery after surgery (ERAS) management mode in the West China Hospital of Sichuan University, and analyze the influencing factors. MethodsFrom November 1, 2021 to March 31, 2022, the patients with gastric cancer who met the inclusion criteria of this study in the West China Hospital of Sichuan University were selected as the survey objects. At 48 h after the operation, the patients were enquired at the bedside and the electronic medical records were accessed to collect the general information, diseases information, etc. of the patients. The postoperative data were also investigated, and the time of early ambulation was investigated, and the influencing factors were analyzed by logistic regression. ResultsAccording to the inclusion and exclusion criteria of this study and the sample size requirements, 140 eligible patients with gastric cancer were investigated, 34 of whom got out of bed early, and the rate of early ambulation was 24.3%. The results of binary logistic regression analysis showed that indwelling urinary catheter within 48 h after operation [OR=10.031, 95%CI（1.037, 97.061）, P=0.046] and American Society of Anaesthesiologists (ASA) grade Ⅲ [OR=4.209, 95%CI（1.792, 9.886）, P=0.001] decreased the probability of early ambulation after operation in patients with gastric cancer. ConclusionsFrom the results of this survey, the completion rate of early ambulation in patients with gastric cancer under ERAS mode is lower, which may be improved by reducing the placement of the urinary catheter or shortening the indwelling time of the urinary catheter. For patients with ASA grade Ⅲ having functional decline before surgery, doctor or nurse needs to evaluate their mobility after surgery and help them to finish early ambulation or exercise on hospital bed within their tolerances.