Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia

机译：可解释的AI使临床试验患者选择能够回顾性地改善精神分裂症的治疗效果

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摘要

The online version contains supplementary material available at 10.1186/s12911-021-01510-0.

机译：在线版本包含10.1186 / s12911-021-01510-0的补充材料。

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期刊名称 BMC Medical Informatics and Decision Making
作者
Monika S. Mellem; Matt Kollada; Jane Tiller; Thomas Lauritzen;
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作者单位

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年(卷),期 2021(-1),-1
年度 2021
页码 -1
总页数 10
原文格式 PDF
正文语种
中图分类情报学;
关键词
Machine learning; Personalized medicine; Explainability; Patient selection; Schizophrenia;

机译：机器学习;个性化医学;解释性;患者选择;精神分裂症;

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专利

1. Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia [J] . Monika S. Mellem, Matt Kollada, Jane Tiller, BMC Medical Informatics and Decision Making . 2021,第1期

机译：可解释的AI使临床试验患者选择能够回顾性改善精神分裂症的治疗效果
2. Participation in adjuvant clinical breast cancer trials: Does study participation improve survival compared to guideline adherent adjuvant treatment? A retrospective multi-centre cohort study of 9433 patients [J] . SchwentnerL., VanEwijkR., KurzederC., European journal of cancer: official journal for European Organization for Research and Treatment of Cancer (EORTC) [and] European Association for Cancer Research (EACR) . 2013,第3期

机译：参与辅助性临床乳腺癌试验：与指南坚持的辅助治疗相比，参与研究是否可以提高生存率？一项回顾性多中心队列研究，研究了9433名患者
3. Participation in adjuvant clinical breast cancer trials: Does study participation improve survival compared to guideline adherent adjuvant treatment? A retrospective multi-centre cohort study of 9433 patients [J] . SchwentnerL., VanEwijkR., KurzederC., European journal of cancer: official journal for European Organization for Research and Treatment of Cancer (EORTC) [and] European Association for Cancer Research (EACR) . 2013,第3期

机译：参与辅助临床乳腺癌试验：是否研究参与与准则粘附辅助治疗相比提高生存？ RESPROWETIVE多中心队列9433例患者研究
4. Patient in control in clinical trials - European initiatives for improving patient empowerment in clinical trials through technical implementation of legal norms [C] . Forgo Nikolaus, Goralczyk Magdalena, Hanold Stefanie Annual Conference of Japanese Society for Medical and Biological Engineering;Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2013

机译：在临床试验中控制患者-通过法律规范的技术实施来提高临床试验中患者的能力的欧洲倡议
5. Estimating and Testing Treatment Effects and Covariate by Treatment Interaction Effects in Randomized Clinical Trials with All-or-Nothing Compliance. [D] . Li, Shuli. 2012

机译：在具有全有或全无合规性的随机临床试验中评估和测试治疗效果以及通过治疗相互作用的协变量。
6. Going on up to the SPIRIT in AI: will new reporting guidelines for clinical trials of AI interventions improve their rigour? [O] . Paul Wicks, Xiaoxuan Liu, Alastair K. Denniston 2020

机译：在AI的精神上达成：AI干预的临床试验的新报告准则改善了他们的严谨性吗？
7. Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia [O] . Monika S. Mellem, Matt Kollada, Jane Tiller, 2021

机译：可解释的AI使临床试验患者选择能够回顾性地改善精神分裂症的治疗效果

Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia

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