1.Quality evaluation of Xinjiang Rehmannia glutinosa and Rehmannia glutinosa based on fingerprint and multi-component quantification combined with chemical pattern recognition.
Pan-Ying REN ; Wei ZHANG ; Xue LIU ; Juan ZHANG ; Cheng-Fu SU ; Hai-Yan GONG ; Chun-Jing YANG ; Jing-Wei LEI ; Su-Qing ZHI ; Cai-Xia XIE
China Journal of Chinese Materia Medica 2025;50(16):4630-4640
The differences in chemical quality characteristics between Xinjiang Rehmannia glutinosa and R. glutinosa were analyzed to provide a theoretical basis for the introduction and quality control of R. glutinosa. In this study, the high performance liquid chromatography(HPLC) fingerprints of 6 batches of Xinjiang R. glutinosa and 10 batches of R. glutinosa samples were established. The content of iridoid glycosides, phenylethanoid glycosides, monosaccharides, oligosaccharides, and polysaccharides in Xinjiang R. glutinosa and R. glutinosa was determined by high performance liquid chromatography-diode array detection(HPLC-DAD), high performance liquid chromatography-evaporative light scattering detection(HPLC-ELSD), and ultraviolet-visible spectroscopy(UV-Vis). The determination results were analyzed with by chemical pattern recognition and entropy weight TOPSIS method. The results showed that there were 19 common peaks in the HPLC fingerprints of the 16 batches of R. glutinosa, and catalpol, aucubin, rehmannioside D, rehmannioside A, hydroxytyrosol, leonuride, salidroside, cistanoside A, and verbascoside were identified. Hierarchical cluster analysis(HCA) and principal component analysis(PCA) showed that Qinyang R. glutinosa, Mengzhou R. glutinosa, and Xinjiang R. glutinosa were grouped into three different categories, and eight common components causing the chemical quality difference between Xinjiang R. glutinosa and R. glutinosa in Mengzhou and Qinyang of Henan province were screened out by orthogonal partial least squares discriminant analysis(OPLS-DA). The results of content determination showed that there were glucose, sucrose, raffinose, stachyose, polysaccharides, and nine glycosides in Xinjiang R. glutinosa and R. glutinosa samples, and the content of catalpol, rehmannioside A, leonuride, cistanoside A, verbascoside, sucrose, and glucose was significantly different between Xinjiang R. glutinosa and R. glutinosa. The analysis with entropy weight TOPSIS method showed that the comprehensive quality of R. glutinosa in Mengzhou and Qinyang of Henan province was better than that of Xinjiang R. glutinosa. In conclusion, the types of main chemical components of R. glutinosa and Xinjiang R. glutinosa were the same, but their content was different. The chemical quality of R. glutinosa was better than Xinjiang R. glutinosa, and other components in R. glutinosa from two producing areas and their effects need further study.
Rehmannia/classification*
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Drugs, Chinese Herbal/chemistry*
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Chromatography, High Pressure Liquid/methods*
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Quality Control
2.Expert consensus on pulpotomy in the management of mature permanent teeth with pulpitis.
Lu ZHANG ; Chen LIN ; Zhuo CHEN ; Lin YUE ; Qing YU ; Benxiang HOU ; Junqi LING ; Jingping LIANG ; Xi WEI ; Wenxia CHEN ; Lihong QIU ; Jiyao LI ; Yumei NIU ; Zhengmei LIN ; Lei CHENG ; Wenxi HE ; Xiaoyan WANG ; Dingming HUANG ; Zhengwei HUANG ; Weidong NIU ; Qi ZHANG ; Chen ZHANG ; Deqin YANG ; Jinhua YU ; Jin ZHAO ; Yihuai PAN ; Jingzhi MA ; Shuli DENG ; Xiaoli XIE ; Xiuping MENG ; Jian YANG ; Xuedong ZHOU ; Zhi CHEN
International Journal of Oral Science 2025;17(1):4-4
Pulpotomy, which belongs to vital pulp therapy, has become a strategy for managing pulpitis in recent decades. This minimally invasive treatment reflects the recognition of preserving healthy dental pulp and optimizing long-term patient-centered outcomes. Pulpotomy is categorized into partial pulpotomy (PP), the removal of a partial segment of the coronal pulp tissue, and full pulpotomy (FP), the removal of whole coronal pulp, which is followed by applying the biomaterials onto the remaining pulp tissue and ultimately restoring the tooth. Procedural decisions for the amount of pulp tissue removal or retention depend on the diagnostic of pulp vitality, the overall treatment plan, the patient's general health status, and pulp inflammation reassessment during operation. This statement represents the consensus of an expert committee convened by the Society of Cariology and Endodontics, Chinese Stomatological Association. It addresses the current evidence to support the application of pulpotomy as a potential alternative to root canal treatment (RCT) on mature permanent teeth with pulpitis from a biological basis, the development of capping biomaterial, and the diagnostic considerations to evidence-based medicine. This expert statement intends to provide a clinical protocol of pulpotomy, which facilitates practitioners in choosing the optimal procedure and increasing their confidence in this rapidly evolving field.
Humans
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Calcium Compounds/therapeutic use*
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Consensus
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Dental Pulp
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Dentition, Permanent
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Oxides/therapeutic use*
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Pulpitis/therapy*
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Pulpotomy/standards*
3.Expert consensus on management of instrument separation in root canal therapy.
Yi FAN ; Yuan GAO ; Xiangzhu WANG ; Bing FAN ; Zhi CHEN ; Qing YU ; Ming XUE ; Xiaoyan WANG ; Zhengwei HUANG ; Deqin YANG ; Zhengmei LIN ; Yihuai PAN ; Jin ZHAO ; Jinhua YU ; Zhuo CHEN ; Sijing XIE ; He YUAN ; Kehua QUE ; Shuang PAN ; Xiaojing HUANG ; Jun LUO ; Xiuping MENG ; Jin ZHANG ; Yi DU ; Lei ZHANG ; Hong LI ; Wenxia CHEN ; Jiayuan WU ; Xin XU ; Jing ZOU ; Jiyao LI ; Dingming HUANG ; Lei CHENG ; Tiemei WANG ; Benxiang HOU ; Xuedong ZHOU
International Journal of Oral Science 2025;17(1):46-46
Instrument separation is a critical complication during root canal therapy, impacting treatment success and long-term tooth preservation. The etiology of instrument separation is multifactorial, involving the intricate anatomy of the root canal system, instrument-related factors, and instrumentation techniques. Instrument separation can hinder thorough cleaning, shaping, and obturation of the root canal, posing challenges to successful treatment outcomes. Although retrieval of separated instrument is often feasible, it carries risks including perforation, excessive removal of tooth structure and root fractures. Effective management of separated instruments requires a comprehensive understanding of the contributing factors, meticulous preoperative assessment, and precise evaluation of the retrieval difficulty. The application of appropriate retrieval techniques is essential to minimize complications and optimize clinical outcomes. The current manuscript provides a framework for understanding the causes, risk factors, and clinical management principles of instrument separation. By integrating effective strategies, endodontists can enhance decision-making, improve endodontic treatment success and ensure the preservation of natural dentition.
Humans
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Root Canal Therapy/adverse effects*
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Consensus
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Root Canal Preparation/adverse effects*
4.Observation on the Clinical Efficacy of Haloperidol Combined with Auricular Point Pressing Therapy in Children with Tic Disorders
Qing LIU ; Guoyun CAO ; Xingyue LIU ; Rui PAN ; Jiaming HE ; Lei ZHANG ; Meijia QIAN
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(10):2470-2475
Objective To evaluate the clinical efficacy of haloperidol combined with auricular point pressing therapy in children with tic disorders.Methods A total of 120 pediatric patients diagnosed with tic disorders at the Department of Pediatric Rehabilitation,Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine,Hebei Province from March 2022 to March 2024 were enrolled.Participants were randomly divided into an observation group(n=60)and a control group(n=60)using a random number table.The control group received haloperidol alone,while the observation group received additional auricular point pressing therapy.Treatment duration was 12 weeks.After 3 months,clinical efficacy was assessed by comparing:Yale Global Tic Severity Scale(YGTSS)scores,serum 5-hydroxytryptamine(5-HT)and dopamine(DA)levels,immune function markers(CD3+,CD4+),and incidence of adverse reactions between groups.Results(1)The overall efficacy rate in the observation group was 91.67%(55/60),while that in the control group was 76.67%(46/60).The efficacy of the observation group was superior to that of the control group,with a statistically significant difference(P<0.05).(2)After treatment,the YGTSS scores of children in both groups was significantly improved(P<0.05),and the observation group showed a significantly greater improvement in YGTSS scores than the control group,with a statistically significant difference(P<0.05).(3)After treatment,the levels of 5-HT and DA in both groups of children were significantly improved(P<0.05),and the observation group showed a significantly greater improvement in 5-HT and DA levels than the control group,with a statistically significant difference(P<0.05).(4)After treatment,CD3+and CD4+levels were significantly improved in both groups(P<0.05),and the observation group showed a significantly greater improvement in CD3+and CD4+levels than the control group,with a statistically significant difference(P<0.05).(5)There was no statistically significant difference in the incidence of adverse reactions between the observation group and the control group,with a statistically significant difference(P>0.05).Conclusion The combination of haloperidol and auricular point pressing therapy significantly improves clinical symptoms and immune function in children with tic disorders,demonstrating both efficacy and safety.
5.Application of radial collateral artery perforator flap on reconstruction of moderate-severe thumb web contracture
Fang YU ; Juyu TANG ; Panfeng WU ; Lei ZENG ; Liming QING ; Yongbing XIAO ; Ding PAN
Chinese Journal of Plastic Surgery 2024;40(9):929-935
Objective:To explore the efficiency of radial collateral artery perforator flap to reconstruct defects of thumb web contracture release.Methods:The data of patients with moderate to severe thumb web contracture treated with radial collateral artery perforator flap from September 2018 to September 2022 in Department of Orthopedics-Hand Microsurgery of Xiangya Hospital, Central South University were analyzed retrospectively. A skin flap with the radial collateral artery perforating point as the center and the line connecting the deltoid muscle insertion point and the apex of the humeral lateral condyle as the axis were designed before surgery. During the operation, the skin scar in the thumb web area was first removed, and the contracted tissues such as deep fascia and muscles were loosened. Then, a skin flap was harvested along the design line and transferred to the recipient site. After vascular and nerve anastomosis under a microscope, the incision was intermittently sutured and a drainage tube was placed. The blood flow of the flap and complication were monitored closely. In the last follow-up, the distance and angle of thumb web were observed; the appearance, sensory recovery (excellent, good, moderate, and poor) and the hand function (S0 level to S4 level represented feeling no recovery to complete recovery) were evaluated.Results:A total of 8 patients were included, including 7 males and 1 female, aged 23-56 years (average of 40.3 years old). The distance of thumb web was 20-38 mm (average 26.9 mm), and the angle was 22°-36° (average 27.4°) before surgery. Five hands were classified as severe thumb web contracture, and 3 hands were moderate. The sizes of perforator flap were from 5.5 cm×3.5 cm-13.0 cm×6.5 cm. Seven flaps survived uneventfully and venous congestion occurred in 1 flap. After exploration, the flap survived completely. Primary healing of wounds occurred in the donor and recipient areas. Postoperative follow-up ranged from 6 months to 2.5 years (average 13.6 months). In the last follow-up, the distance of thumb web was 48-63 mm (average 57.1 mm), and the angle was 40°-52° (average 44.8°) post-operation. Thumb web function evaluation: excellent in 5 cases and good in 3 cases. All patients were satisfied with the thumb web. Sensory recovered to S3 in 3 cases, S2 in 4 cases and S1 in 1 case. The donor site healed well, leaving scars. There was no radial nerve damage, and elbow joint movement was normal.Conclusion:The radial collateral artery perforator flap has reliable blood supply, relatively simple operation and the appearance and function of thumb web restored well postoperatively. The application of radial collateral artery perforator flap is an effective procedure to repair the thumb web contracture.
6.Application of radial collateral artery perforator flap on reconstruction of moderate-severe thumb web contracture
Fang YU ; Juyu TANG ; Panfeng WU ; Lei ZENG ; Liming QING ; Yongbing XIAO ; Ding PAN
Chinese Journal of Plastic Surgery 2024;40(9):929-935
Objective:To explore the efficiency of radial collateral artery perforator flap to reconstruct defects of thumb web contracture release.Methods:The data of patients with moderate to severe thumb web contracture treated with radial collateral artery perforator flap from September 2018 to September 2022 in Department of Orthopedics-Hand Microsurgery of Xiangya Hospital, Central South University were analyzed retrospectively. A skin flap with the radial collateral artery perforating point as the center and the line connecting the deltoid muscle insertion point and the apex of the humeral lateral condyle as the axis were designed before surgery. During the operation, the skin scar in the thumb web area was first removed, and the contracted tissues such as deep fascia and muscles were loosened. Then, a skin flap was harvested along the design line and transferred to the recipient site. After vascular and nerve anastomosis under a microscope, the incision was intermittently sutured and a drainage tube was placed. The blood flow of the flap and complication were monitored closely. In the last follow-up, the distance and angle of thumb web were observed; the appearance, sensory recovery (excellent, good, moderate, and poor) and the hand function (S0 level to S4 level represented feeling no recovery to complete recovery) were evaluated.Results:A total of 8 patients were included, including 7 males and 1 female, aged 23-56 years (average of 40.3 years old). The distance of thumb web was 20-38 mm (average 26.9 mm), and the angle was 22°-36° (average 27.4°) before surgery. Five hands were classified as severe thumb web contracture, and 3 hands were moderate. The sizes of perforator flap were from 5.5 cm×3.5 cm-13.0 cm×6.5 cm. Seven flaps survived uneventfully and venous congestion occurred in 1 flap. After exploration, the flap survived completely. Primary healing of wounds occurred in the donor and recipient areas. Postoperative follow-up ranged from 6 months to 2.5 years (average 13.6 months). In the last follow-up, the distance of thumb web was 48-63 mm (average 57.1 mm), and the angle was 40°-52° (average 44.8°) post-operation. Thumb web function evaluation: excellent in 5 cases and good in 3 cases. All patients were satisfied with the thumb web. Sensory recovered to S3 in 3 cases, S2 in 4 cases and S1 in 1 case. The donor site healed well, leaving scars. There was no radial nerve damage, and elbow joint movement was normal.Conclusion:The radial collateral artery perforator flap has reliable blood supply, relatively simple operation and the appearance and function of thumb web restored well postoperatively. The application of radial collateral artery perforator flap is an effective procedure to repair the thumb web contracture.
7.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
8.Reconstruction of soft tissue defects of limbs and trunk with perforator pedicled kite flap: a report of 14 cases
Panfeng WU ; Liming QING ; Ding PAN ; Lei ZENG ; Rui LIU ; Jiqiang HE ; Jinfei FU ; Juyu TANG
Chinese Journal of Microsurgery 2024;47(4):388-392
Objective:To explore the feasibility for reconstruction of soft tissue defects in limbs and trunk with perforator pedicled kite flap, and to summarise its clinical efficacy.Methods:A retrospective study was conducted on 14 patients with soft tissue defects and admitted to the Department of Hand Microsurgery of Xiangya Hospital, Central South University from January 2016 to September 2023. Among the 14 patients (6 males and 8 females), 7 had defects in calf, 2 in sacrococcygeal area, 2 in the back and 3 in forearm. All of the defects were reconstructed with the perforator pedicled kite flaps, of which 6 flaps had the pedicles of single perforator, 3 of 2 perforators, 4 of 3 perforators and 1 of 5 perforators. Single V-Y advancement flaps were used for defect reconstruction in 8 patients, and double V-Y advancement flaps were used in 6 patients. The size of the defects ranged from 2.2 cm×1.8 cm to 8.0 cm×16.0 cm, and the size of the flaps ranged from 3.0 cm×5.5 cm to 9.0 cm×23.0 cm. All donor sites were closed directly. Postoperative follow-up was conducted at outpatient clinic, by telephone reviews and WeChat after surgery, to observe the flap survival and postoperative complications.Results:All flaps survived completely. All the flaps and donor sites healed primarily. The postoperative follow-up lasted for 3 to 36 (mean, 14.5) months. Thirteen flaps presented with soft texture, good appearance, with similar texture to the surrounding skin and without obvious swelling. The patients were satisfied with the aesthetic outcomes. One patient had a local ulcer with exudation at the recipient site and the ulcer healed after removal of the steel plate and thoroughly debridement.Conclusion:With a perforator pedicled kite flap, vascular anastomosis or sacrifice of a second donor site can be avoided. A perforator pedicled kite flap can be applied to many recipient sites, with a simple surgical procedure and a good postoperative appearance. It is an ideal flap for reconstruction of small to medium-sized soft tissue defects in trunk and limbs. More studies are required to evaluate the feasibility of the flap to be applied in local hospitals.
9.Near Infrared Spectral Analysis Based on Data Augmentation Strategy and Convolutional Neural Network
Yun ZHENG ; Si-Yu YANG ; Tao WANG ; Zhuo-Wen DENG ; Wei-Jie LAN ; Yong-Huan YUN ; Lei-Qing PAN
Chinese Journal of Analytical Chemistry 2024;52(9):1266-1276
Near infrared spectroscopy(NIRS)technology combined with chemometrics algorithms has been widely used in quantitative and qualitative analysis of food and medicine.However,traditional chemometrics methods,especially linear classification methods,often yield unsatisfactory results when addressing multi-class classification problems.Convolutional neural network(CNN)is adept at extracting deep-level features from data and suitable for handling non-linear relationships.The modeling performance of CNN depends on the size and diversity of sample,while the collection and preprocessing of NIRS sample data is often time-consuming and labor-intensive.This study proposed a NIRS qualitative analysis method based on data augmentation strategies and CNN.The data augmentation strategy included two steps.Firstly,applying Bootstrap resampling and generative adversarial network(GAN)methods to augment three NIRS datasets(Medicine,coffee and grape).Secondly,combining the original samples(Y)with the Bootstrap augmented samples(B)and GAN augmented samples(G)to obtain three augmented datasets(Y-B,Y-G and Y-B-G).Based on this,a CNN model structure suitable for these datasets was designed,consisting of 2 one-dimensional convolutional layers,1 max-pooling layer,and 1 fully connected layer.The results showed that compared to the optimal models of partial least squares discriminant analysis(PLS-DA),support vector machine(SVM),and back propagation neural network(BP),the CNN model based on Y-B dataset achieved average accuracy improvements of 3.998%,9.364%,and 4.689%for medicine(Binary classification);the CNN model based on the Y-B-G dataset achieved average accuracy improvements of 6.001%,2.004%,and 7.523%for coffee(7-class classification);and the CNN model based on the Y-B dataset achieved average accuracy improvements of 33.408%,51.994%,and 34.378%for grapes(20-class classification).It was evident that the models established based on data augmentation strategies and CNN demonstrated better classification accuracy and generalization performance with different datasets and classification categories.
10.Expert consensus on difficulty assessment of endodontic therapy
Huang DINGMING ; Wang XIAOYAN ; Liang JINGPING ; Ling JUNQI ; Bian ZHUAN ; Yu QING ; Hou BENXIANG ; Chen XINMEI ; Li JIYAO ; Ye LING ; Cheng LEI ; Xu XIN ; Hu TAO ; Wu HONGKUN ; Guo BIN ; Su QIN ; Chen ZHI ; Qiu LIHONG ; Chen WENXIA ; Wei XI ; Huang ZHENGWEI ; Yu JINHUA ; Lin ZHENGMEI ; Zhang QI ; Yang DEQIN ; Zhao JIN ; Pan SHUANG ; Yang JIAN ; Wu JIAYUAN ; Pan YIHUAI ; Xie XIAOLI ; Deng SHULI ; Huang XIAOJING ; Zhang LAN ; Yue LIN ; Zhou XUEDONG
International Journal of Oral Science 2024;16(1):15-25
Endodontic diseases are a kind of chronic infectious oral disease.Common endodontic treatment concepts are based on the removal of inflamed or necrotic pulp tissue and the replacement by gutta-percha.However,it is very essential for endodontic treatment to debride the root canal system and prevent the root canal system from bacterial reinfection after root canal therapy(RCT).Recent research,encompassing bacterial etiology and advanced imaging techniques,contributes to our understanding of the root canal system's anatomy intricacies and the technique sensitivity of RCT.Success in RCT hinges on factors like patients,infection severity,root canal anatomy,and treatment techniques.Therefore,improving disease management is a key issue to combat endodontic diseases and cure periapical lesions.The clinical difficulty assessment system of RCT is established based on patient conditions,tooth conditions,root canal configuration,and root canal needing retreatment,and emphasizes pre-treatment risk assessment for optimal outcomes.The findings suggest that the presence of risk factors may correlate with the challenge of achieving the high standard required for RCT.These insights contribute not only to improve education but also aid practitioners in treatment planning and referral decision-making within the field of endodontics.

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