1.Incentive and constraint factors and optimization strategies for artificial intelligence application in pharmacy based on TAM-TOE-DOI integrated framework
Jian YANG ; Zhichu LI ; Weili ZHAO ; Xiaoyi YU ; Ming XU
China Pharmacy 2026;37(11):1478-1484
OBJECTIVE Identify the incentive and constraint factors of artificial intelligence (AI) application in the pharmaceutical field, and promote the application of AI in the field of pharmacy. METHODS Based on the technology acceptance model (TAM), technology-organization-environment (TOE) framework, and diffusion of innovation theory (DOI), a TAM-TOE-DOI integrated framework was constructed through a four-stage research process of “theoretical review → dimension mapping → mechanism integration → proposition development”. Combining the analytical pathways of the above three theories in AI application in pharmacy with the integration mechanisms and core propositions of the TAM-TOE-DOI, literature review and deductive reasoning were employed to systematically identify the incentive and constraint factors of AI application in pharmacy from three levels:micro (TAM), meso (TOE), and macro (DOI), and to propose optimization strategies. RESULTS & CONCLUSIONS At the micro level, the efficiency transformation and quality improvement brought by AI technology were the main incentive factors for perceived usefulness, while technological complexity and algorithmic opacity were the main constraint factors for perceived ease of use. At the meso level, the completeness of technological infrastructure, the strength of top management support and innovation climate, as well as external institutional pressure and competitive driving forces were the core incentive factors, whereas scarcity of organizational resources and talent shortage were the main constraint factors. At the macro level, relative advantage and observability were typical incentive factors, while technological complexity was a typical constraint factor. China’s health administration, medical insurance authorities, and other relevant departments should coordinate efforts at the macro, meso, and micro levels to advance AI application in pharmacy: optimizing human-computer interaction and implementing tiered training programs at the micro level; reinforcing organizational support systems and capacity building at the meso level; dismantling data barriers and building social trust at the macro level. Differentiated implementation pathways should be developed for medical institutions at different tiers.
2.Research progress on drug resistance mechanism and treatment of Stenotrophomonas maltophilia
Dayan ZHANG ; Gang YANG ; Zhichu REN ; Xiang LI ; Lei ZHA
Chinese Journal of Clinical Infectious Diseases 2022;15(1):61-70
Stenotrophomonas maltophilia is a gram-negative bacillus which widely exists in natural and hospital environment, and it is also one of the common opportunistic pathogens in clinical settings. The virulence and pathogenicity of Stenotrophomonas maltophilia are weak, however, due to resistance to a variety of antibacterial drugs, it can cause bloodstream infections or pneumonia in immunocompromised or critically ill patients, leading to poor prognosis. Moreover, the inherent drug resistance and increasing acquired drug resistance may make the treatment of the first line antibiotics, like trimethoprim-sulfamethoxazole or quinolone ineffective. Therefore, it is important to understand the drug resistance mechanism and the main countermeasures for it. In this article, the research progress on drug resistance mechanism and treatment for Stenotrophomonas maltophilia are reviewed.
3.Comparison of endoscopic submucosal tunnel dissection with endoscopic submucosal dissection for large esophageal superficial neoplasms.
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiuxue FENG ; Xiangdong WANG ; Hong DU ; Jiangyun MENG ; Hongbin WANG ; Jing ZHU
Journal of Southern Medical University 2014;34(1):36-40
OBJECTIVETo compare the safety and efficiency of endoscopic submucosal tunnel dissection (ESTD) and endoscopic submucosal dissection (ESD) for large esophageal superficial neoplasms.
METHODSA total of 235 consecutive patients undergoing endoscopic resection for esophageal neoplasms between October, 2010 and June, 2013 in our endoscopy center were analyzed retrospectively. According to the inclusion and exclusion criteria, 29 patients receiving ESTD or ESD for large esophageal superficial neoplasms were enrolled for data analysis.
RESULTSOf the 29 patients, 11 underwent ESTD and 18 received ESD. The dissection speed of ESTD was significantly higher than that of ESD (22.4∓5.2 mm(2)/min vs 12.2∓4.0 mm(2)/min, P<0.05). Despite a similar en bloc rate between the two groups (100% [11/11] vs 88.9% [16/18], P>0.05), the radical curative rate of ESTD was significantly greater than that of ESD (81.8% [9/11] vs 66.7% [12/18], P<0.05). No serious bleeding or perforation occurred in the patients except for 1 in ESD group with intraoperative bleeding, which was managed with hemostatic forceps. Eight patients had postoperative esophageal strictures in relation with circumferential extension and the longitudinal length (P<0.05).
CONCLUSIONESTD is a safe and effective alternative for large esophageal superficial neoplasms with a shortened operative time, a higher dissection speed and a higher radical curative rate in comparison with ESD, but postoperative esophageal strictures should be closely monitored especially for lesions more than 3/4 of the circumferential extension or exceeding 50 mm.
Aged ; Endoscopy ; Esophageal Neoplasms ; surgery ; Esophagus ; surgery ; Female ; Humans ; Male ; Middle Aged ; Mucous Membrane ; surgery ; Retrospective Studies
4.Comparison of endoscopic submucosal tunnel dissection with endoscopic submucosal dis-section for large esophageal superficial neoplasms
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiuxue FENG ; Xiangdong WANG ; Hong DU ; Jiangyun MENG ; Hongbin WANG ; Jing ZHU
Journal of Southern Medical University 2014;(1):36-40
Objective To compare the safety and efficiency of endoscopic submucosal tunnel dissection (ESTD) and endoscopic submucosal dissection (ESD) for large esophageal superficial neoplasms. Methods A total of 235 consecutive patients undergoing endoscopic resection for esophageal neoplasms between October, 2010 and June, 2013 in our endoscopy center were analyzed retrospectively. According to the inclusion and exclusion criteria, 29 patients receiving ESTD or ESD for large esophageal superficial neoplasms were enrolled for data analysis. Results Of the 29 patients, 11 underwent ESTD and 18 received ESD. The dissection speed of ESTD was significantly higher than that of ESD (22.4±5.2 mm2/min vs 12.2±4.0 mm2/min, P<0.05). Despite a similar en bloc rate between the two groups (100%[11/11]vs 88.9%[16/18], P>0.05), the radical curative rate of ESTD was significantly greater than that of ESD (81.8%[9/11]vs 66.7%[12/18], P<0.05). No serious bleeding or perforation occurred in the patients except for 1 in ESD group with intraoperative bleeding, which was managed with hemostatic forceps. Eight patients had postoperative esophageal strictures in relation with circumferential extension and the longitudinal length (P<0.05). Conclusions ESTD is a safe and effective alternative for large esophageal superficial neoplasms with a shortened operative time, a higher dissection speed and a higher radical curative rate in comparison with ESD, but postoperative esophageal strictures should be closely monitored especially for lesions more than 3/4 of the circumferential extension or exceeding 50 mm.
5.Comparison of endoscopic submucosal tunnel dissection with endoscopic submucosal dis-section for large esophageal superficial neoplasms
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiuxue FENG ; Xiangdong WANG ; Hong DU ; Jiangyun MENG ; Hongbin WANG ; Jing ZHU
Journal of Southern Medical University 2014;(1):36-40
Objective To compare the safety and efficiency of endoscopic submucosal tunnel dissection (ESTD) and endoscopic submucosal dissection (ESD) for large esophageal superficial neoplasms. Methods A total of 235 consecutive patients undergoing endoscopic resection for esophageal neoplasms between October, 2010 and June, 2013 in our endoscopy center were analyzed retrospectively. According to the inclusion and exclusion criteria, 29 patients receiving ESTD or ESD for large esophageal superficial neoplasms were enrolled for data analysis. Results Of the 29 patients, 11 underwent ESTD and 18 received ESD. The dissection speed of ESTD was significantly higher than that of ESD (22.4±5.2 mm2/min vs 12.2±4.0 mm2/min, P<0.05). Despite a similar en bloc rate between the two groups (100%[11/11]vs 88.9%[16/18], P>0.05), the radical curative rate of ESTD was significantly greater than that of ESD (81.8%[9/11]vs 66.7%[12/18], P<0.05). No serious bleeding or perforation occurred in the patients except for 1 in ESD group with intraoperative bleeding, which was managed with hemostatic forceps. Eight patients had postoperative esophageal strictures in relation with circumferential extension and the longitudinal length (P<0.05). Conclusions ESTD is a safe and effective alternative for large esophageal superficial neoplasms with a shortened operative time, a higher dissection speed and a higher radical curative rate in comparison with ESD, but postoperative esophageal strictures should be closely monitored especially for lesions more than 3/4 of the circumferential extension or exceeding 50 mm.
6.Comparison of peroral endoscopic myotomy with transverse entry incision versus longitudinal entry incision for achalasia.
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiangdong WANG ; Hong DU ; Jiangyun MENG
Journal of Southern Medical University 2013;33(9):1399-1402
OBJECTIVETo compare the safety and efficiency of transverse-incision peroral endoscopic myotomy (POEM) with longitudinal-incision POEM.
METHODSPOEM, with a transverse or longitudinal entry incision, was performed in 53 consecutive patients with confirmed achalasia (AC) between December 2010 and September 2012. Data of those patients was collected including the time spent for different procedures and complications.
RESULTSAll the 53 patients underwent POEM successfully, among whom 41 patients had a transverse entry incision and 12 had a longitudinal incision. Treatment success (Eckardt score≤3) with a follow-up for 3-24 months (median 5 month) was achieved in 96.2% of the cases (mean score pre-treatment vs. post-treatment: 7.5 vs 0.6, P<0.001). The whole operation time of transverse-incision group was slightly shorter than that of longitudinal-incision group (65.0∓18.0 min vs 74.1∓18.2 min, P=0.142), but it took much less time in tunnel built-up and muscle dissection in the transverse-incision group (36.3∓9.0 min vs 45.4∓10.5 min; 10.2∓4.6 min vs 15.5∓5.5 min, P<0.05). In addition, patients in transverse incision group were much less likely to develop pneumatosis- related complications [9.8% (4/41) vs 41.7% (5/12), P<0.05). No serious complications occurred in these two groups such as pleural effusion, mediastinitis or digestive tract fistula.
CONCLUSIONSPOEM with a transverse entry incision can significantly decrease the operation time and reduce the incidence of pneumatosis-related complications while obviously relieving the symptoms.
Adolescent ; Adult ; Endoscopy ; Esophageal Achalasia ; surgery ; Female ; Humans ; Male ; Middle Aged ; Tendons ; surgery ; Treatment Outcome ; Young Adult
7.Comparison of peroral endoscopic myotomy with transverse entry incision versus longitudinal entry incision for achalasia
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiangdong WANG ; Hong DU ; Jiangyun MENG
Journal of Southern Medical University 2013;(9):1399-1402
Objective To compare the safety and efficiency of transverse-incision peroral endoscopic myotomy (POEM) with longitudinal-incision POEM. Methods POEM, with a transverse or longitudinal entry incision, was performed in 53 consecutive patients with confirmed achalasia (AC) between December 2010 and September 2012. Data of those patients was collected including the time spent for different procedures and complications. Results All the 53 patients underwent POEM successfully, among whom 41 patients had a transverse entry incision and 12 had a longitudinal incision. Treatment success (Eckardt score≤3) with a follow-up for 3-24 months (median 5 month) was achieved in 96.2% of the cases (mean score pre-treatment vs. post-treatment: 7.5 vs 0.6, P<0.001). The whole operation time of transverse-incision group was slightly shorter than that of longitudinal-incision group (65.0±18.0 min vs 74.1±18.2 min, P=0.142), but it took much less time in tunnel built-up and muscle dissection in the transverse-incision group (36.3±9.0 min vs 45.4±10.5 min;10.2±4.6 min vs 15.5±5.5 min, P<0.05). In addition, patients in transverse incision group were much less likely to develop pneumatosis-related complications [9.8% (4/41) vs 41.7% (5/12), P<0.05). No serious complications occurred in these two groups such as pleural effusion, mediastinitis or digestive tract fistula. Conclusions POEM with a transverse entry incision can significantly decrease the operation time and reduce the incidence of pneumatosis-related complications while obviously relieving the symptoms.
8.Comparison of peroral endoscopic myotomy with transverse entry incision versus longitudinal entry incision for achalasia
Yaqi ZHAI ; Enqiang LINGHU ; Huikai LI ; Zhichu QIN ; Xiangdong WANG ; Hong DU ; Jiangyun MENG
Journal of Southern Medical University 2013;(9):1399-1402
Objective To compare the safety and efficiency of transverse-incision peroral endoscopic myotomy (POEM) with longitudinal-incision POEM. Methods POEM, with a transverse or longitudinal entry incision, was performed in 53 consecutive patients with confirmed achalasia (AC) between December 2010 and September 2012. Data of those patients was collected including the time spent for different procedures and complications. Results All the 53 patients underwent POEM successfully, among whom 41 patients had a transverse entry incision and 12 had a longitudinal incision. Treatment success (Eckardt score≤3) with a follow-up for 3-24 months (median 5 month) was achieved in 96.2% of the cases (mean score pre-treatment vs. post-treatment: 7.5 vs 0.6, P<0.001). The whole operation time of transverse-incision group was slightly shorter than that of longitudinal-incision group (65.0±18.0 min vs 74.1±18.2 min, P=0.142), but it took much less time in tunnel built-up and muscle dissection in the transverse-incision group (36.3±9.0 min vs 45.4±10.5 min;10.2±4.6 min vs 15.5±5.5 min, P<0.05). In addition, patients in transverse incision group were much less likely to develop pneumatosis-related complications [9.8% (4/41) vs 41.7% (5/12), P<0.05). No serious complications occurred in these two groups such as pleural effusion, mediastinitis or digestive tract fistula. Conclusions POEM with a transverse entry incision can significantly decrease the operation time and reduce the incidence of pneumatosis-related complications while obviously relieving the symptoms.
9.Endoscopic precut sphincterotomy for cannulation of inaccessible common bile duct: transpancreatic septum precut versus needle-knife
Zhichu QIN ; Enqiang LINGHU ; Yunsheng YANG ; Wen LI ; Fengchun CAI ; Hong DU ; Xiangdong WANG ; Jiangyun MENG
Chinese Journal of Digestive Endoscopy 2009;26(5):234-237
Objective To evaluate the technique of transpancreatic septum precut for cannulation of inaccessible common bile duct in endoscopic retrograde cholangiopancreatography (ERCP). Methods Data of 109 patients with difficult biliary cannulation in ERCP, of whom 56 underwent transpancreatic septum precut and 53 had needle-knife sphincterotomy from January 2006 to July 2008, were analyzed retrospectively, and the success rate of cannulation and the occurrence of complications were compared between the two methods. Results Of 109 patients accepted precut papillotomy, common bile duct cannulation was successfully achieved in 97. The success rates of transpancreatic septum precut group and needle-knife sphincterotomy group were 96.4% (54/56) and 81.1% (43/53) respectively, which was significantly different (P<0.05). Complications occurred in 11 cases, including bleeding(n =4), acute pancreatitis(n=5), cholangitis(n=2). The tolal frequency of complications of the transpancreatic septum pre-cut papillotomy group was lower than that of needle-knife sphincterotomy group(3.6% vs. 17.0%, P<0.05). Conclusion In patients with inaccessible bile ducts, transpancreatic septum precut is a safe and effective procedure in cannulation, exhibiting a higher success rate and lower occurrence of complication when compared with needle-knife sphincterotomy.
10.A retrospective study of guide-wire assisted cannulation in endoscopic retrograde cholangiopancreatography
Jia FENG ; Enqiang LINHU ; Yunshen YANG ; Wen LI ; Fengchun CAI ; Zhichu QIN
Chinese Journal of Digestive Endoscopy 2009;26(6):283-286
Objective To evaluate the influence of different cannulation technique in endoscopic retrograde cholangiopanereatography (ERCP) on success rate, risk of post-ERCP complication and operation time of the procedure. Methods The data of 120 patients who underwent ERCP from June 2000 to June 2008 because of biliary duct disorders were retrospectively studied. Conventional carmulation technique was applied in 60 patients and guide-wire eannulation was used in other 60. The success rate, total time of ERCP operation and the incidence of post-ERCP complications including acute pancreatitis and biliary system infec-tion within 7 days were assessed. Results Compared with conventional carmulation technique, selective can-nulation with a standard ERCP catheter under the assistance of guide-wire proved a higher success rate and a shorter operation time (P<0.05). Incidences of postoperative pancreatitis and infection with conventional cannulation were 10.0% (6/60) and 23.3% (14/60), respectively, while with guide-wire assisted cannu-lation were 3.3% (2/60) and 10.0% (6/60), respectively. No complication of bleeding was observed in either group. Conclusion Guide-wire assisted cannulation in ERCP can shorten operation time, improve success rate and reduce post-ERCP complications. Further evaluations are warranted.

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