1.Networked health information on diabetes: layer analysis
Mengmeng WEI ; Jingdong MA ; Chenxi XIA
Chinese Journal of Health Management 2013;7(6):394-397
Objective Networked health information on diabetes updated by some websites was evaluated to provide evidence for its improvement.Methods Twenty-four domestic diabetes-related websites were identified,and primary index (media index,health information index and diabetes information index) and secondary index (practicability index and novelty index) were evaluated by using hierarchal analysis method.Results Of three primary index,compared with media and health information index,diabetes information index showed higher scores.Moreover,health information and diabetes information had strong causality.For the secondary index,practicability and novelty got relatively lower scores.The website Diabetic Club and Health for All got the highest (3.2) and the slowest scores (1.7),respectively.Conclusion At present,domestic diabetes-related websites may be far from satisfaction and need improvement in technology and human resources and more inputs.
2.Overview of Research and Application of Knowledge Expression and Semantic Reasoning of Ontology in the Diabetes Field
Xiaoxian WANG ; Chenxi XIA ; Fangfang ZHANG ; Naiji LU ; Jingdong MA
Journal of Medical Informatics 2017;38(7):56-61,67
Through the retrieval of literatures about the research and application of ontology in the diabetes field in PubMed,IEEE/ IET Electronic Library,ACM,WANFANG,CNKI,VIP and other Chinese and English databases,as well as the search engines Google Scholar and Baidu Scholar,the paper shows the current situations and summarizes the main study contents.The result shows that the study achievements of ontology in the field of diabetes increase rapidly and there are obvious advantages in semantic comprehension in recent decade.
3.Research Status and Implications of Foreign Medical Automatic Question Answering System
Fangfang ZHANG ; Jingdong MA ; Xiaoxian WANG ; Naiji LU ; Chenxi XIA
Journal of Medical Informatics 2017;38(3):2-6,25
The paper analyzes the documents related to the foreign medical automatic Question Answering (QA) system,and compares the differences between automatic QA and traditional network information retrieval,describes the automatic QA system in the aspects of application researches,common tools and relevant technologies.Combining foreign related researches,it also discusses the current key problems of medical automatic QA system and the implications for China in order to offer reference for further research.
4.Classification of Diabetes Diet Problems Oriented by Deep Automatic Question Answering
Fangfang ZHANG ; Jingdong MA ; Xiaoxian WANG ; Naiji LU ; Chenxi XIA
Journal of Medical Informatics 2017;38(3):12-16
Taking the diet problem of diabetic patients as an example,the paper puts forward the problems classification system based on functions in the view of users,classifies the problems put forward by patients through the Support Vector Machine (SVM) algorithm,and provides important support for the construction of the deep automatic Question Answering (QA) system.
5.Comparison of Methods for Automatic De-identification of Clinical Texts
Liting DU ; Wei LUO ; Lei LI ; Bin LIN ; Chenxi XIA ; Guoqing MA ; Danni XIONG ; Jingdong MA
Journal of Medical Informatics 2017;38(4):44-49
The paper introduces the common methods for automatic de-identification of clinical texts,including the method based on rules,machine learning method,comprehensive method,etc.,states the challenges for clinical texts practicability,system universality and scalability of clinical texts de-identification research,analyzes the further research direction,and provides reference for researchers of this field.
6. Topic modeling and sentiment analysis of service experience in patient complaint information of a hospital
Yao ZHANG ; Chenxi XIA ; Jingdong MA
Chinese Journal of Hospital Administration 2019;35(12):1037-1041
Objective:
To explore the valuable thematic information and sentiment distribution in patients′ medical service complaint texts based on topic modeling and sentiment analysis, and investigate the main driving factors affecting patients′ service experience and satisfaction.
Methods:
Topic mining was carried out on the offline patient complaint text set of a tertiary hospital in South China from 2013 to 2017. The seed word set extracted from 1 000 sampled texts was used to guide semi-supervised Latent Dirichlet Allocation training of texts. Relevant subject categories were extracted and subject characteristics were graded emotionally.
Results:
in the end, 30 subject categories were extracted from the 8 000 complaint texts, and the sentiment score of the subject characteristics was consistent with the sentiment tendency of the actual data set. However, the satisfaction was relatively low in " toilet" , " ward" , " hygiene" and other subjects, and the main complaint subjects included " attitude" , " examination" , " ward" among others.
Conclusions
Based on the theme distribution, combined with the results of emotional analysis and the specific clinical environment, strengthening management in the medical service sector with a large negative emotional score can guide the hospital management practice and service improvement process, and help to improve the patients′ perception experience and emotional experience.
7.Analysis of curative effect of Doppler ultrasound-guided management for vascular complications of Gartland type Ⅲ supracondylar fractures of the humerus in children
Xing WU ; Xiongtao LI ; Jingdong XIA ; Xiaoliang CHEN ; Zhiguo ZHOU ; Ping ZHANG ; Xiantao SHEN
Chinese Journal of Applied Clinical Pediatrics 2020;35(11):856-859
Objective:To investigate the curative effect of Doppler ultrasound-guided management of vascular injury of Gartland type Ⅲ supracondylar fractures of humerus in children.Methods:A prospective study on 18 children with vascular complications of pulseless Gartland type Ⅲ supracondylar humeral fracture who were admitted at Department of Pediatric Orthopedic Surgery, Wuhan Children′s Hospital from March 2017 to March 2018 was conducted.Among these children, 12 were male and 6 were female, with the age of 2.1-8.6 years (mean 4.4 years old), and 10 cases were injured on the left and 8 cases on the right.All patients were satisfied with closed reduction and internal fixation within 24 hours after injury.Before the operation, Doppler ultrasound was performed to determine the shape of brachial artery and it relationship with fracture.During reduction, Doppler ultrasound was used to assess brachial pulse and blood perfusion.Then, the brachial artery was assessed by palpable radial pulse and peripheral blood supply, and elbow joint function was evaluated with Mayo Elbow Performance Score and Flynn criteria.Results:Eighteen patients were followed up for 6 to 12 months (average 9 months) after operation.Before reduction, radial pulse disappeared and peripheral blood supply was good in 18 cases.Preoperative Doppler ultrasonography showed that the brachial artery was located in front of the proximal humerus fracture fragment.A proximal stream of the brachial artery was identified, but the distal blood vessels were compressed by the fragment.A stream of radial artery was identified in 5 patients with Doppler, and no stream was identified in 13 patients.After reduction, the peripheral blood supply of all the affected limbs was good, among which the peripheral blood supply, 1 case returned to normal after 5 minutes waiting.Specifically the palpable radial pulse was immediately restored in 14 patients.The palpable radial pulse did not restore but the peripheral blood supply was good in 4 cases.Intraoperative ultrasonography showed that brachial artery blood flow was good, and palpable radial pulse was restored between 3 to 5 weeks later.In patients with at average sixteen-week neurological follow-up, 5 patients had complete resolution of nerve palsy.No complications such as forearm compartment syndrome and elbow joint dysfunction occurred.Functional outcome as measured by Flynn criteria was excellent in 12 patients, good in 6 patients, the excellent and good rate was 100%.Functional outcome as measured by Mayo Elbow Performance Score was excellent in 17 patients, good in one patient, the excellent and good rate was 100%.Conclusion:Ultrasound-guided is a safe and reliable option to treat pulseless Gartland type Ⅲ supracondylar humeral fracture.
8. Clinical and immunohistopathologic study of phosphaturic mesenchymal tumor
Dongmei LI ; Huanwen WU ; Jingdong LI ; Weibo XIA ; Yan JIANG ; Dingrong ZHONG
Chinese Journal of Pathology 2018;47(6):427-431
Objective:
To study the clinicopathological characteristics and immunohistochemical phenotype of phosphaturic mesenchymal tumor (PMT) .
Methods:
The clinicopathological data and immunohistochemical profiles were obtained retrospectively from 206 patients diagnosed with PMT at Peking Union Medical College Hospital (PUMCH) during July 2008 to September 2017, with a review of literature.
Results:
The mean age of PMT patients was 42 years (range 13 to 70 years), with a male to female ratio of 1.1∶1.0. All patients presented with different degree of bone pain, muscle weakness, shorten of stature, thoracic deformity and pathological fractures, with hypophosphatemia and high serum ALP. Phosphatemia returned to normal within 1 week after operation in all cases underwent complete tumor resection. The duration of osteomalacia before resection (documented in 197 cases) ranged from 20 days to 40 years (average 5.7 years). The average blood phosphorus concentration raised from 0.49 mmol/L to 0.92 mmol/L before and after tumor resection (
9.Clinical efficacy of ultrasound-guided closed reduction for pediatric distal radius fracture
Xing WU ; Xiongtao LI ; Si WANG ; Jingdong XIA ; Xiaoliang CHEN ; Qiusheng CHEN ; Xiantao SHEN
Chinese Journal of Applied Clinical Pediatrics 2022;37(10):754-757
Objective:To compare the clinical efficacy of ultrasound-guided closed reduction and bare-handed reduction on pediatric distal radius fractures.Methods:Clinical data of 118 consecutive pediatric patients with distal radius fracture treated in the Wuhan Children′s Hospital, Tongji Medical College, Huazhong University of Science & Technology from April 2018 to August 2019 were retrospectively analyzed.Patients treated with bare-handed reduction and ultrasound-guided closed reduction were respectively classified into group Ⅰ (58 cases) and group Ⅱ (60 cases). Baseline characteristics, treatment duration, out-patient treatment cost, postoperative pain and the modified Mayo wrist function score during the follow-up visits between groups were compared by the t test.The success rate of initial reduction, reduction times, hospitalization rate and complication between 2 groups were compared by the Chi- square test.The number of postoperative imaging scans between 2 groups was compared by the Mann- Whitney U test. Results:There were no significant differences in out-patient treatment cost and hospitalization rate between 2 groups (all P>0.05). There were significant differences in the length of stay [ (166.2±54.8) min vs.(142.6±49.2) min], success rate of initial reductions [72.4%(42/58 cases ) vs.88.3%(53/60 cases)], incidence of repeated reductions (27.6% vs.1.7%) and the incidence of postoperative repeated imaging scans (20.7% vs.1.7%) between groupⅠ and group Ⅱ (all P<0.05). A total of 104 patients (88.1%) were successfully treated with closed reduction and followed up, with a rate of success reductions.Among them, success rate of closed reduction in group Ⅰ and Ⅱ were 86.2% and 90.0%, respectively.The mean time of fracture healing was 43 (34-56) days.There were no significant differences in fracture healing time and pain score between 2 groups(all P>0.05). The modified Mayo wrist score was significantly lower in group Ⅰ than that of group Ⅱ[(97.3±4.1) points vs.(98.8±2.9) points, P<0.05]. Seven patients in group Ⅰ suffered fracture re-displacement, including 6 cases within 1 case week and 1 within 2 weeks, and 4 cases admitted to the surgical ward for further management.Five patients in group Ⅱ had re-displacement within 1 week of plaster fixation, of which 2 cases admitted to the surgical ward for further management, which was comparable between groups( P>0.05). Conclusions:Both ultrasound-guided closed reduction and bare-handed reduction are effective on the treatment of pediatric distal radius fractures, showing low incidence of complications and satisfactory functional results.Owing to its higher success rate of initial reduction, lower frequency of postoperative ra-diography and shorter length of stay, ultrasound-guided closed reduction should be recommended.