日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

A causal inference framework to compare the effectiveness of life-sustaining ICU therapies-using the example of cancer patients with sepsis

以癌症合并脓毒症患者为例,构建一个比较重症监护室生命维持疗法有效性的因果推断框架

Matos, João; Struja, Tristan; Woite, Naira Link; Restrepo, David; Waschka, Andre Kurepa; Celi, Leo A; Sauer, Christopher M

Causal deep learning to personalize medicine: Which intensive care patients with sepsis will benefit from corticosteroid therapy?

利用因果深度学习实现个性化医疗:哪些重症监护脓毒症患者将从皮质类固醇治疗中获益?

Jagesar, Ameet; Smalbil, Louk; Galea, Etienne; Struja, Tristan; Dam, Tariq; Hilders, Paul; Otten, Martijn; Biesheuvel, Laurens; Girbes, Armand; Thoral, Patrick; Hoogendoorn, Mark; Elbers, Paul

What is the ideal glucose range for a patient with sepsis in the ICU? A retrospective analysis of MIMIC-IV

对于入住ICU的脓毒症患者,理想的血糖范围是多少?MIMIC-IV研究的回顾性分析

Struja, Tristan; Hansen, Lasse Hyldig; Matos, João; Gómez, Josep; Pardo, Alex; Lourentzou, Ismini; Hejazi, Nima; Celi, Leo Anthony; Waschka, Andre Kurepa

Differences in Arterial Blood Gas Testing by Race and Sex across 161 U.S. Hospitals in Four Electronic Health Record Databases

美国161家医院在四个电子健康记录数据库中按种族和性别划分的动脉血气检测差异

Matos, João; Alwakeel, Mahmoud; Hao, Sicheng; Naamani, Dana; Struja, Tristan; Gichoya, Judy Wawira; Celi, Leo Anthony; McMahon, Timothy; King, Heather A; Cox, Christopher E; Kibbe, Warren A; Hong, Chuan; Wong, An-Kwok Ian

Major Adverse Cardiac Events After Gastric Bypass vs Sleeve Gastrectomy

胃旁路手术与袖状胃切除术后主要不良心脏事件的比较

Wildisen, Simone; Laager, Rahel; Struja, Tristan; Wildisen, Alessia; Mueller, Beat; Schuetz, Philipp; Peterli, Ralph; Kutz, Alexander

Step-by-step causal analysis of EHRs to ground decision-making

通过对电子健康记录进行逐步因果分析来为决策提供依据

Doutreligne, Matthieu; Struja, Tristan; Abecassis, Judith; Morgand, Claire; Celi, Leo Anthony; Varoquaux, Gaël

Potential source of bias in AI models: lactate measurement in the ICU in sepsis patients as a template

人工智能模型中潜在的偏差来源:以重症监护室脓毒症患者的乳酸测量为模板

Pradhan, Pratiksha; Haug, Fredrik Willumsen; Abu Hussein, Nebal S; Moukheiber, Dana; Moukheiber, Lama; Moukheiber, Mira; Moukheiber, Sulaiman; Weishaupt, Luca Leon; Ellen, Jacob G; D'Couto, Helen; Williams, Ishan C; Celi, Leo Anthony; Matos, Joao; Struja, Tristan

Potential source of bias in AI models: Lactate measurement in the ICU as a template

人工智能模型中潜在的偏差来源:以ICU中的乳酸测量为模板

Hussein, Nebal S Abu; Pradhan, Pratiksha; Haug, Fredrik Willumsen; Moukheiber, Dana; Moukheiber, Lama; Moukheiber, Mira; Moukheiber, Sulaiman; Weishaupt, Luca Leon; Ellen, Jacob G; D'Couto, Helen; Williams, Ishan C; Celi, Leo Anthony; Matos, João; Struja, Tristan

BOLD: Blood-gas and Oximetry Linked Dataset

BOLD:血气和氧饱和度关联数据集

Matos, João; Struja, Tristan; Gallifant, Jack; Nakayama, Luis; Charpignon, Marie-Laure; Liu, Xiaoli; Economou-Zavlanos, Nicoleta; S Cardoso, Jaime; Johnson, Kimberly S; Bhavsar, Nrupen; Gichoya, Judy; Celi, Leo Anthony; Wong, An-Kwok Ian

Variation in monitoring: Glucose measurement in the ICU as a case study to preempt spurious correlations

监测差异:以ICU血糖测量为例,预防虚假相关性

Teotia, Khushboo; Jia, Yueran; Link Woite, Naira; Celi, Leo Anthony; Matos, João; Struja, Tristan