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《广州医药》编辑部
目的 评价基于成果导向教育(OBE)理念的“赛教一体化”教学模式在健康教育课程实验教学中的应用效果。方法 选取我校2021级预防医学专业的81名学生为研究对象。采用整群随机分组的方法,将其分为观察组(n=29)和对照组(n=52),观察组采用基于OBE理念的“赛教一体化”教学模式,对照组采用传统教学模式。通过对实验教学质量的模糊综合评判以及期末考试成绩进行效果评价。结果 观察组和对照组实验教学质量的模糊综合评判结果均为“优秀”,最大隶属度分别为0.727和0.534,观察组优于对照组。在一级指标层面,观察组所有指标得分均高于对照组,5个一级指标的两组得分差值从大到小依次为潜能激发(0.80)、教师素养(0.77)、学习成效(0.74)、内容设计(0.70)和教学方法(0.59)。观察组和对照组的期末考试成绩差异无统计学意义(P>0.05)。结论 基于OBE理念的“赛教一体化”教学模式应用于健康教育课程实验教学能够有效改善教学质量,在潜能激发和教师素养方面提升较为明显。
Objective To evaluate the application effect of the “integration of competition and education” teaching model based on the(outcomes-based education,OBE) concept in the experimental teaching of health education courses.Methods A total of 81 students majoring in preventive medicine from the 2021 grade at our university were selected as the research objects.They were divided into an observation group(n=29)and a control group(n=52)using cluster randomization.The observation group adopted the “integration of competition and education” teaching model based on the OBE concept,while the control group adopted the traditional teaching model.The effectiveness was evaluated using the fuzzy comprehensive evaluation of experimental teaching quality and the final exam scores.Results The fuzzy comprehensive evaluation results of the experimental teaching quality in both the observation group and the control group were “excellent”,with the maximum membership degrees of 0.727 and 0.534,respectively,indicating that the observation group was superior to the control group.At the level of first-level indicators,all indicators of the observation group scored higher than those of the control group.The score differences between the two groups for the five first-level indicators,from largest to smallest,were:potential excitation(0.80),teacher literacy(0.77),learning effectiveness(0.74),content design(0.70),and teaching method(0.59).No statistically significant difference was found in the final exam scores between the observation group and the control group(P>0.05).Conclusions The application of the “integration of competition and education” teaching model based on the OBE concept in the experimental teaching of health education courses can effectively improve teaching quality,with more obvious improvements in potential excitation and teacher literacy.
在“健康中国2030”战略框架下,医工融合已成为推动医疗技术创新与复合型医学人才培养的关键路径。“三维协同”教育体系:课程维度打造“基础模块—交叉课程—项目实训”渐进式矩阵;实践维度建立校企共建实验室与临床转化基地的产教融合平台;师资维度创新“临床医师+工程师+科研导师”三师型导师协同机制。基于广州医科大学等高校的实证分析,该模式显著提升了学生跨学科创新能力与工程实践转化能力。研究进一步提出“政产学研用”五螺旋发展模型,倡导通过建立医工融合特区、构建智能医疗科研共享平台、完善学科交叉质量评价体系等策略,为“新医科”建设提供理论范式与实践路径。本研究为医学教育改革提供了系统化、可复制的解决方案,对推进健康中国战略实施具有重要理论与实践意义。
Under the framework of the “Healthy China 2030” strategy,the integration of medicine and engineering has become a key path to promoting medical technological innovation and the cultivation of interdisciplinary medical talents.This study has constructed a “three-dimensional synergy” education system:in the curriculum dimension,a progressive matrix of “basic modules - cross-disciplinary courses - project training” is created;in the practical dimension,a platform for industry-education integration is established through the joint construction of university-enterprise laboratories and clinical transformation bases;in the faculty dimension,an innovative “Clinician + Engineer + Research mentor” tripartite mentorship collaboration mechanism is developed.Based on empirical analysis from universities such as Guangzhou Medical University,this model has significantly enhanced students’ cross-disciplinary innovation capabilities and engineering practice transformation abilities.The study further proposes a “government-industry-academia-research-application” five-spiral development model,advocating strategies such as establishing special zones for medicine-engineering integration,building intelligent medical research sharing platforms,and improving the quality evaluation system for interdisciplinary studies,to provide theoretical paradigms and practical paths for the construction of “new medicine”.This research offers a systematic and replicable solution for medical education reform and holds significant theoretical and practical significance for the implementation of the Healthy China strategy.
本文概述了传统日间腹腔镜胆囊切除术患者术后早期康复质量存在的问题,IMB模型通过向患者提供科学的疾病知识,改变其疾病认知与态度,最终促使其采纳并维持健康行为。本文还介绍了IMB模型在日间腹腔镜胆囊切除术后患者早期康复质量中应用涉及的相关概念、研究背景和国内外的研究现状以及未来发展趋势与挑战。研究结果显示,IMB模型可显著降低患者术后疼痛发生率,并提高患者参与治疗决策的程度,为后期关于IMB模型在日间腹腔镜胆囊切除术患者术后早期康复质量的相关研究提供借鉴与参考,以便后期实施相关个性化干预措施,并提供相关理论依据。
This paper summarizes the problems existing in the early postoperative rehabilitation quality of patients undergoing traditional ambulatory laparoscopic cholecystectomy.The IMB model changes patients’ disease cognition and attitude by providing them with scientific disease knowledge,and ultimately promotes their adoption and maintenance of healthy behaviors.It also introduces the relevant concepts involved in the application of the IMB model in the early postoperative rehabilitation quality of patients undergoing ambulatory laparoscopic cholecystectomy,the research background of this study,the current research status at home and abroad,as well as the future development trends and challenges.The research results show that the IMB model can significantly reduce the incidence of postoperative severe pain in patients and the degree of patient participation in treatment decision-making.This provides reference and guidance for subsequent studies on the early rehabilitation quality of patients undergoing ambulatory laparoscopic cholecystectomy using the IMB model,so as to implement relevant personalized intervention measures in the future and provide relevant theoretical basis.
目的 探讨低浓度罗哌卡因行超声引导下髋关节囊周围神经(PENG)阻滞联合椎管内麻醉对衰弱患者髋关节手术的应用优势。方法 选择行髋关节手术的衰弱患者76例,随机分为两组,A 组(38例)行PENG阻滞联合椎管内麻醉,C 组(38例)行椎管内麻醉。比较两组入室(T0)、摆放体位时(T1)、术后6 h(T2)、术后12 h(T3)、术后24 h(T4)静息和活动状态的数字等级评定量表(NRS)疼痛评分;术后非甾体抗炎药及阿片类药物补救次数;术后 6 h、24 h患侧股四头肌徒手肌力分级(MMT);首次下床活动时间、住院时间。结果 A组T1~T4时刻静息状态NRS疼痛评分分别为2(1,3)分、1(1,2)分、2(1,2)分、3(2,4)分均低于C组的5(4,7)分、4(3,5)分、5(3,6)分、4(2,6)分,比较差异有统计学意义(均P<0.001);A组T1~T4时刻活动状态NRS疼痛评分分别为5(4,7)分、3(2,4)分、4(3,5)分、6(4,7)分均低于C组的10(9,10)分、8(6,9)分、8(7,9)分、9(8,10)分,比较差异有统计学意义(均P<0.001)。A组在T1~T4时的静息状态NRS疼痛评分低于T0时的(均P<0.01);C组在T1~T4时的静息状态NRS疼痛评分低于T0时的(均P<0.05);A组在T1~T4时的活动状态NRS疼痛评分均低于T0时的(均P<0.001);C组在T1、T2时的活动状态NRS疼痛评分均低于T0时的(均P<0.01)。A组术后非甾体抗炎药及额外阿片类药物补救次数为4(0,8)、2(0,3)次,均低于C组的15(7,19)、5(3,7)次,比较差异有统计学意义(均P<0.001)。两组术后 6 h和24 h患侧股四头肌MMT分级、首次下床活动时间和住院时间比较差异无统计学意义(P>0.05)。结论 低浓度罗哌卡因PENG阻滞可以有效减轻衰弱患者髋关节手术术后疼痛,不影响其术后下肢肌力。
Objective To explore the application advantages of low-concentration ropivacaine for ultrasound-guided pericapsular nerve group(PENG)block combined with spinal-epidural anesthesia in hip joint surgery for frail patients.Methods Seventy-six frail patients undergoing hip surgery were randomly divided into two groups:Group A(38 cases)received PENG block combined with intraspinal anesthesia,while Group C(38 cases)received only intraspinal anesthesia.The numerical rating scale(NRS)pain scores of resting and active states were compared between the two groups at the time of entering the room(T0),placing the position(T1),6 hours after surgery(T2),12 hours after surgery(T3),and 24 hours after surgery(T4).Postoperative non-steroidal drugs and opioids remedy times,muscle strength grading(MMT)of quadriceps femoris at 6 hours and 24 hours after operation,and the first time out of bed activity time,hospitalization time were also compared.Results The resting NRS pain scores at T1-T4 in Group A were 2(1,3),1(1,2),2(1,2)and 3(2,4),respectively,which were lower than 5(4,7),4(3,5),5(3,6)and 4(2,6)in Group C,and the difference was statistically significant(all P<0.001).The NRS pain scores at T1-T4 in Group A were 5(4,7),3(2,4),4(3,5)and 6(4,7),respectively,which were lower than 10(9,10),8(6,9),8(7,9)and 9(8,10)in Group C,and the difference was statistically significant(all P<0.001).The resting NRS pain score of Group A at T1-T4 was lower than that at T0(all P<0.01);the resting NRS pain score of Group C at T1-T4 was lower than that at T0(all P<0.05).The NRS pain scores at T1-T4 in Group A were lower than those at T0(all P<0.001);the NRS pain scores at T1 and T2 in Group C were lower than those at T0(all P<0.01).The number of postoperative non-steroidal drugs and additional opioids in group A(4[0,8],2[0,3])was lower than that in Group C(15[7,19],5[3,7]),and the difference was statistically significant(all P>0.001).There was no significant difference in the MMT grade of the affected quadriceps femoris at 6 h and 24 h after operation,the first time of getting out of bed and the number of days of hospitalization between the two groups(P>0.05).Conclusions Low concentration ropivacaine PENG block can effectively reduce the postoperative pain of hip joint surgery in frail patients without affecting the postoperative lower extremity muscle strength.
目的 系统比较小针刀、局部浸润麻醉及两者联合疗法治疗腰椎间盘突出症(LDH)的临床疗效。方法 采用前瞻性随机对照设计,选取2023年1月—2025年1月收治的120例保守治疗无效的LDH患者,随机分为小针刀组(A组,n=40)、局部浸润麻醉组(B组,n=40)和联合治疗组(C组,n=40)。A组实施标准化小针刀松解术,采用“三点九刀”布点法松解粘连组织;B组采用超声引导下椎间孔外口及关节突关节囊周围利多卡因联合曲安奈德浸润麻醉;C组实施“麻醉-松解序贯疗法”(即先B组方案,后A组方案)。比较三组治疗前后视觉模拟评分(VAS)、Oswestry功能障碍指数(ODI)、腰椎活动度(ROM)、表面肌电图(sEMG)、疼痛压力阈值(PPT)及改良Macnab优良率。结果 治疗后,三组VAS、ODI评分均较治疗前下降(P<0.001)。组间比较显示,C组VAS(2.08±0.90分)、ODI(14.65±3.70分)改善显著优于A组(3.80±1.20分,21.00±4.25分)和B组(3.93±1.15分,22.10±4.65分)(均P<0.05),A、B两组间无统计学差异(P>0.05)。C组在腰椎前屈ROM(67.78±9.18°)、竖脊肌静息sEMG比值(0.19±0.05)、腰椎旁PPT(4.60±0.91 kg/cm2)上亦显著优于A、B两组(均P<0.05)。改良Macnab评价显示C组优良率达85.00%(34/40),高于A组的52.50%(21/40)和B组的55.00%(22/40)(P<0.05)。结论 小针刀与局部浸润麻醉单一疗法对LDH均有效,但联合应用可产生多模式协同效应,通过阻断疼痛传导、调节炎性微环境和改善生物力学失衡,在缓解疼痛、促进功能恢复及改善客观生理指标方面均展现出显著优势,为中西医结合治疗LDH提供了更优化的创新性方案,具有重要临床推广价值。
Objective To systematically evaluate and compare the clinical effectiveness and mechanistic actions of acupotomy,local infiltration anesthesia,and their combination in treating lumbar disc herniation(LDH).Methods This prospective,randomized controlled trial included 120 LDH patients unresponsive to conservative management,admitted between January 2023 and January 2025.Participants were randomly allocated to three groups:the Acupotomy Group(Group A,n=40)receiving standardized acupotomy release with a “three-point nine-needle” technique to address adhesions;the Local Infiltration Anesthesia Group(Group B,n=40)receiving ultrasound-guided infiltration of lidocaine combined with triamcinolone acetonide around the extraforaminal outlet and facet joint capsule;and the Combined Therapy Group(Group C,n=40)undergoing a sequential “anesthesia-release” protocol(first applied Group B therapy then Group A therapy).Assessments conducted before and after treatment included the Visual Analog Scale(VAS),Oswestry Disability Index(ODI),lumbar range of motion(ROM),surface electromyography(sEMG),pain pressure threshold(PPT),and the modified Macnab criteria.Results Following treatment,significant reductions from baseline were observed in VAS and ODI scores across all three groups(P<0.001).Between-group comparisons indicated that Group C achieved significantly greater improvement in VAS(2.08±0.90)and ODI scores(14.65±3.70)compared to Group A(3.80±1.20;21.00±4.25)and Group B(3.93±1.15;22.10±4.65)(all P<0.05),with no significant difference between Groups A and B(P>0.05).Group C also showed superior outcomes in lumbar flexion ROM(67.78±9.18°),the resting sEMG amplitude ratio of the erector spinae muscles(0.19±0.05),and paravertebral PPT(4.60±0.91 kg/cm2)compared to the other two groups(all P<0.05).Based on the modified Macnab criteria,the excellent-good rate was 85.00%(34/40)in Group C,significantly higher than the rates of 52.50%(21/40)in Group A and 55.00%(22/40)in Group B(P<0.05).Conclusions While both acupotomy and local infiltration anesthesia as standalone treatments are effective for LDH,their combined application produces a multimodal synergistic effect.This integrated strategy,which concurrently interrupts pain signaling,modulates the local inflammatory milieu,and ameliorates biomechanical dysfunction,demonstrates significant advantages in pain relief,functional recovery,and normalization of objective physiological measures.The findings present an optimized and novel integrative approach for LDH management,highlighting its considerable potential for broader clinical adoption.
目的 探究肺泡灌洗液靶向高通量测序(tNGS)在鹦鹉热衣原体肺炎中应用效果。方法 选取2021年5月—2025年3月我院收治的35例鹦鹉热衣原体肺炎患者进行研究,患者均接受肺泡灌洗液tNGS检测、肺泡灌洗液常规病原检测,以病原学为金标准,分析肺泡灌洗液tNGS对鹦鹉热衣原体肺炎的诊断效能。结果 金标准对鹦鹉热衣原体阳性检出35例,检出率100.00%,肺泡灌洗液tNGS阳性检出率高于传统病原检测,检测结果回报耗时短于肺泡灌洗液传统病原检测(P<0.05)。结论 鹦鹉热衣原体肺炎临床症状缺乏特异性,容易转为重症肺炎,肺泡灌洗液tNGS可提高鹦鹉热衣原体肺炎检出率且结果回报较快,采用四环素类、喹诺酮类抗生素有助于改善患者预后。
Objective To investigate the application effect of targeted next-generation sequencing(tNGS)of bronchoalveolar lavage fluid(BALF)in Chlamydia psittaci pneumonia.Methods Thirty-five patients with Chlamydia psittaci pneumonia admitted to our hospital from May 2021 to March 2025 were selected for the study.All patients underwent BALF tNGS and conventional BALF pathogen detection.With etiology as the gold standard,the diagnostic efficacy of BALF tNGS for Chlamydia psittaci pneumonia was analyzed.Results The gold standard detected 35 cases of Chlamydia psittaci positive,with a detection rate of 100.00%.The positive detection rate of tNGS in alveolar lavage fluid was higher than that of traditional pathogen detection,and the results report time of tNGS was shorter than that of traditional pathogen detection(P<0.05).Conclusions Chlamydia psittaci pneumonia lacks specificity in clinical symptoms and is easy to turn into severe pneumonia,bronchoalveolar lavage fluid tNGS can improve the detection rate of Chlamydia psittaci pneumonia and the results return quickly,and the use of tetracyclines and quinolones antibiotics can help improve the prognosis of patients.
目的 探讨术前静注艾司氯胺酮在腹腔镜结直肠癌根治术患者中的应用效果。方法 前瞻性分析2024年1月—2025年4月在厦门市中医院行腹腔镜结直肠癌根治术患者的临床资料,根据随机数字表法将患者分为两组:对照组40例,术前5 min予5 mL生理盐水;观察组40例,术前5 min予以0.25 mg/kg艾司氯胺酮(以生理盐水配置成5 mL)。比较围术期指标、炎症因子、负性情绪、疼痛情况、不良反应。结果 观察组的手术时间、麻醉时间、术中出血量分别为(213.54±64.22)min、(240.67±81.26)min、(141.31±45.03)mL,与对照组的(210.43±65.71)min、(244.25±81.33)min、(137.64±42.75)mL比较,差异均无统计学意义(t=0.214、0.197、0.374,P均>0.05),而观察组丙泊酚、瑞芬太尼用量分别为(1 075.52±134.37)mg、(1 267.18±242.26)μg,虽然低于对照组的(1?126.64±150.21)mg、(1 352.50±295.14)μg,但差异也无统计学意义(t=1.604、1.413,P均>0.05);观察组在术后24 h的肿瘤坏死因子-α、白介素-6、C反应蛋白水平分别为(54.52±9.64)pg/mL、(40.08±7.75)pg/mL、(30.38±6.93)mg/L,均低于对照组的(77.31±10.86)pg/mL、(56.35±9.47)pg/mL、(43.73±7.61)mg/L(t=9.926、8.409、8.203,P均<0.05);术后1 d的焦虑、抑郁自评量表评分及术后1 h、6 h、12 h、24 h咳嗽时的疼痛视觉模拟量表评分分别为(51.92±4.41)分、(53.96±4.47)分、(3.59±1.14)分、(3.06±1.01)分、(2.89±0.91)分、(2.57±0.76)分,均低于对照组的(55.06±5.12)分、(57.21±5.19)分、(4.27±1.36)分、(3.68±1.18)分、(3.41±1.06)分、(2.96±0.92)分(t=2.939、3.001、2.423、2.525、2.329、2.067,P均<0.05),但两组术后48 h咳嗽时疼痛视觉模拟量表评分比较差异无统计学意义(P>0.05);两组术后不良反应发生率也无显著差异(P<0.05)。结论 在腹腔镜结直肠癌根治术术前静注艾司氯胺酮可有效降低术后炎症反应水平,减轻术后疼痛,缓解术后负性情绪,且不会增加患者术后不良反应发生率。
Objective To explore the application effect of preoperative intravenous injection of esketamine in patients undergoing laproscopic radical resection of colorectal cancer.Methods The clinical data of patient who underwent laparoscopic radical resection of colorectal cancer in Xiamen Hospital of Traditional Chinese Medicine from January 2024 to April 2025 were retrospectively analyzed.The patients were divided into two groups according to the random number table method:40 cases in the control group were given 5 mL saline,five minutes before operation,40 cases in the observation group were treated with 0.25 mg / kg esketamine(in 5 mL saline)five minutes before operation.The perioperative indicators,inflammatory factors,negative emotions,pain and adverse reactions were compared between two groups.Results The operation time,anesthesia time and intraoperative blood loss of the observation group were(213.54±64.22)min,(240.67±81.26)min and(141.31±45.03)mL,respectively,which were not significantly different from those of the control group(210.43±65.71)min,(244.25±81.33)min and(137.64±42.75)mL(t=0.214,0.197,0.374,all P>0.05).The dosage of propofol and remifentanil in the observation group were(1 075.52±134.37)mg and(1 267.18±242.26)μg,respectively,which were lower than those in the control group of (1126.64±150.21)mg and(1352.50±295.14)μg,but the difference was not statistically significant(t=1.604,1.413,P>0.05).The levels of tumor necrosis factor-α,interleukin-6 and C-reactive protein in the observation group at 24 h after operation were(54.52±9.64)pg / mL,(40.08±7.75)pg / mL and(30.38±6.93)mg / L,respectively,which were lower than those in the control group of (77.31±10.86)pg / ml,(56.35±9.47)pg / mL and 43.73±7.61)mg / L(t=9.926,8.409,8.203,all P<0.05).The scores of Anxiety and Depression Self-Rating Scale at 1 day after operation and the scores of pain visual analogue scale at 1 h,6 h,12 h and 24 h after operation were(51.92±4.41),(53.96±4.47),(3.59±1.14),(3.06±1.01),(2.89±0.91) and(2.57±0.76),respectively,which were lower than those of the control group(55.06±5.12),(57.21±5.19),(4.27±1.36),(3.68±1.18),(3.41±1.06) and(2.96±0.92)(t=2.939,3.001,2.423,2.525,2.329,2.067,P<0.05).However,no significant difference was observed in cough-related VAS scores between the groups at 48 h postoperatively(P>0.05).Adverse event rates showed no significance in two groups(P>0.05).Conclusions Preoperative administration of esketamine in laparoscopic colorectal cancer surgery can attenuate postoperative inflammation,decrease pain,mitigate negative emotions,without increasing the incidence of postoperative adverse reactions.
目的 探讨营养风险管理结合分期饮食指导对溃疡性结肠炎(UC)患者营养状况的影响。方法 选择郑州市大肠肛门病医院收治的90例UC患者,纳入时间为2024年1月—2025年1月,按照计算机分组法分为对照组(45例),给予分期饮食指导,观察组(45例),在对照组的基础上增加营养风险管理,观察两组患者症状改善情况、营养状况、生活质量。结果 干预后,观察组Mayo评分(4.30±1.14)分、主观整体营养状况评价表(PG-SGA)评分(1.74±0.38)分低于对照组(5.48±1.33、2.28±0.43)分(P<0.05);观察组血红蛋白(HB)、前白蛋白(PA)、白蛋白(ALB)水平高于对照组(P<0.05),IBDQ各维度评分及总分更高(P<0.05)。结论 对UC患者应用营养风险管理结合分期饮食指导,能够减轻临床症状,改善营养状况,促进生活质量的提升。
Objective To explore the influence of nutritional risk management combined with staged dietary guidance on the nutritional status of ulcerative colitis(UC)patients.Methods A total of 90 UC patients admitted to our hospital were selected and included from January 2024 to January 2025.According to the computer grouping method,45 cases were divided into control group with staged dietary guidance,and 45 cases were divided into observation group with nutritional risk management.The symptoms improvement,nutritional status,and quality of life of the two groups were observed.Results After intervention,the observation group had lower Mayo score(4.30±1.14)and Patient?Generated Subjective Global Assessment(PG-SGA)score(1.74±0.38)than the control group(5.48±1.33 and 2.28±0.43,respectively)(P<0.05);the observation group had higher levels of hemoglobin(HB),prealbumin(PA),and albumin(ALB)than the control group(P<0.05),and also had higher scores in all dimensions and total score of the Inflammatory Bowel Disease Questionnaire(IBDQ)(P<0.05).Conclusions The application of nutrition risk management combined with staged dietary guidance in UC patients can reduce clinical symptoms,improve nutritional status,promote the improvement of life quality.
癫痫是一种由多种病因引起的慢性脑部疾病,其患者死亡风险为一般人群的2~3倍。我国农村地区,受多种因素的影响,约2/3的癫痫患者未得到合理的治疗,给患者及其家庭和社会带来沉重负担。顺德区积极响应“中国农村地区癫痫防治管理项目”,成立癫痫专科医联体,构建三级诊疗体系,开展了一系列实践探索。本文旨在总结顺德区专科医联体管理模式下的癫痫综合管理实践,分析管理现状,并提出改进路径,以期为癫痫患者提供更优质的服务,改善患者生活质量。
Epilepsy is a chronic brain disorder caused by various etiologies,the mortality risk of epilepsy patients is 2 to 3 times higher than that of the general population.In rural areas of China,due to multiple influencing factors,approximately two-thirds of epilepsy patients receive inadequate or no proper treatment,imposing a heavy burden on patients,their families,and the society.Shunde District has actively responded to the “China Rural Epilepsy Prevention and Management Project” by establishing an epilepsy specialty medical consortium and building a three-tiered diagnostic and treatment system,conducting a series of practical explorations.This article aims to summarize the comprehensive epilepsy management practices under the specialty medical consortium model in Shunde District,analyze the current management status,and propose improvement strategies to provide better services for epilepsy patients and enhance their quality of life.
目的 探讨多模态深度学习融合心脏超声与心电图特征对冠心病患者心源性猝死的预测价值。方法 选取2024年1月—2025年6月收治的60例冠心病患者,所有患者均接受心脏超声、心电图检查及多模态深度学习模型预测,随访6个月记录心源性猝死事件。根据随访结果分为事件组(n=15)和非事件组(n=45),比较两组临床资料及各项指标差异。结果 多模态深度学习模型预测敏感度为86.67%,特异度为91.11%,准确率为90.00%,AUC为0.923,显著优于单独心脏超声(AUC=0.761)和单独心电图(AUC=0.788)。结论 多模态深度学习融合心脏超声与心电图特征能够有效预测冠心病患者心源性猝死风险,预测性能优于传统单一模态评估方法。
Objective To investigate the predictive value of multimodal deep learning integrating echocardiography and electrocardiogram features for sudden cardiac death in patients with coronary heart disease.Methods A total of 60 patients with coronary heart disease admitted from January 2024 to June 2025 were enrolled.All patients underwent echocardiography,electrocardiogram examination,and multimodal deep learning model prediction,with a 6-month follow-up to record sudden cardiac death events.According to the follow-up results,patients were divided into the event group(n=15) and non-event group(n=45),and clinical data and various indicators were compared between the two groups.Results The multimodal deep learning model achieved a sensitivity of 86.67%,specificity of 91.11%,accuracy of 90.00%,and AUC of 0.923,which were significantly superior to echocardiography alone(AUC=0.761) and electrocardiogram alone(AUC=0.788).Conclusions Multimodal deep learning integrating echocardiography and electrocardiogram features can effectively predict the risk of sudden cardiac death in patients with coronary heart disease,with predictive performance superior to traditional single-modality assessment methods.