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The Norwood with Blalock-Taussig-Thomas Shunt—Worth a Second Look?
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作者 Manasa Gadiraju Dhaval Chauhan +2 位作者 Alexandra Schray James EO’Brien Jr Edo Kwaku Setsoafia Bedzra 《Congenital Heart Disease》 SCIE 2024年第5期435-443,共9页
Background:Shunt repair for the Norwood procedure with either the right ventricle to pulmonary artery shunt(RVPAS)or the modified Blalock-Taussig-Thomas Shunt(BTTS)varies by institution and surgeon preference.Shunt ch... Background:Shunt repair for the Norwood procedure with either the right ventricle to pulmonary artery shunt(RVPAS)or the modified Blalock-Taussig-Thomas Shunt(BTTS)varies by institution and surgeon preference.Shunt choice has been informed by landmark trials including the Single Ventricle Reconstruction trial and modern outcomes data may engender future complementary studies.Methods:We conducted a retrospective analysis of all patients who underwent the Norwood procedure from 2014–2022 at a single center to compare outcomes by shunt type.The primary outcome measure was freedom from death or transplant.Secondary outcome measures included hospital length of stay,complications,and unplanned interventions.Results:93 patients underwent the Norwood procedure at a median age of 7 days(IQR 5,9)and 39 weeks gestation(IQR 38,39).67.7%had hypoplastic left heart syndrome.39 patients received a BTTS compared to 54 RVPAS.There was no difference in operative mortality(BTTS 12.8%,RVPAS 9.3%,p=0.58),death or transplant at 1 year(BTTS 15.4%,RVPAS 7.4%,p=0.31),or between 1 and 3 years(BTTS 0%,RVPAS 5.6%,p=0.26).There was a significantly higher rate of pulmonary arterial stenting in the RVPAS group(BTTS 1.21/100 patient-years,RVPAS 15.68/100 patient-years,p=0.01).Conclusions:Similar short-and medium-term survival were seen in BTTS and RVPAS groups with fewer pulmonary artery interventions for BTTS,though our study is underpowered to suggest superior freedom from interventions.These results may serve as a hypothesis-generating study to revisit the SVR trial with a modern cohort in the setting of improved surgical technique and perioperative management. 展开更多
关键词 Hypoplastic left heart syndrome Norwood procedure Sano rvpas univentricular heart
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规则向量投影算法──一种归纳机器学习方法
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作者 李绍成 《软件学报》 EI CSCD 北大核心 1996年第6期364-370,共7页
为了支持在事实不完全或不充分环境中的有效推理,作者提出了一种归纳机器学习方法,并设计了一个规则向量投影算法,使用木文介绍的算法可对原始知识实行归纳,生成含一系列全新分类概念和推理路经的网络知识库,基于该知识库的机器推... 为了支持在事实不完全或不充分环境中的有效推理,作者提出了一种归纳机器学习方法,并设计了一个规则向量投影算法,使用木文介绍的算法可对原始知识实行归纳,生成含一系列全新分类概念和推理路经的网络知识库,基于该知识库的机器推理系统,在作出诊断决策时所需事实量可大为减少,因此在信息量不足的情况下仍能具有很高的推理性能. 展开更多
关键词 机器学习 知识库 人工智能 归纳机器学习 RVPA
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