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

Developing and externally validating machine learning models to forecast short-term risk of ventilator-associated pneumonia

开发并进行外部验证的机器学习模型,用于预测呼吸机相关性肺炎的短期风险

Peltekian, Alec K; Liao, Wan-Ting; Guggilla, Vijeeth; Markov, Nikolay; Senkow, Karolina; Liao, Zewei; Kang, Marjorie; Rasmussen, Luke; Tavernier, Elsa; Ehrmann, Stephan; Clepp, Rebecca K; Stoeger, Thomas; Walunas, Theresa; Choudhary, Alok; Misharin, Alexander V; Singer, Benjamin D; Budinger, Gr Scott; Wunderink, Richard G; Gao, Catherine A; Agrawal, Ankit

Weight and Blood-Based Markers of Cachexia Predict Disability, Hospitalization and Worse Survival in Cancer Immunotherapy Patients

体重和血液恶病质标志物可预测癌症免疫治疗患者的残疾、住院和生存率下降

Tran, Steven D; Forrest, Noah J; Guggilla, Vijeeth; Perottino, Geovanni M; Johnson, Jodi L; Sosman, Jeffrey; Roy, Ishan; Walunas, Theresa L

Natural language processing algorithms identify wild-type isocitrate dehydrogenase gliomas in electronic health records

自然语言处理算法可识别电子健康记录中的野生型异柠檬酸脱氢酶胶质瘤

Forrest, Noah; Guggilla, Vijeeth; Bell, April; Zelisko, Susan; Federico, Emma M; Power, Erica A; Birch, Steven; Nandoliya, Khizar R; Houskamp, Ethan J; Tran, Steven; Lukas, Rimas V; Johnson, Jodi L; Roy, Ishan; Wainwright, Derek A; Walunas, Theresa L

Immunosuppression variably impacts outcomes for patients hospitalized with COVID-19: A retrospective cohort study

免疫抑制对新冠肺炎住院患者的预后影响不一:一项回顾性队列研究

Guggilla, Vijeeth; Pacheco, Jennifer A; Carvalho, Alexandre M; Whitmer, Grant R; Pawlowski, Anna E; Johnson, Jodi L; Gao, Catherine A; Achenbach, Chad J; Walunas, Theresa L

Large language models outperform traditional structured data-based approaches in identifying immunosuppressed patients

大型语言模型在识别免疫抑制患者方面优于传统的基于结构化数据的方法。

Guggilla, Vijeeth; Kang, Mengjia; Bak, Melissa J; Tran, Steven D; Pawlowski, Anna; Nannapaneni, Prasanth; Rasmussen, Luke V; Schneider, Daniel; Donnelly, Helen; Agrawal, Ankit; Liebovitz, David; Misharin, Alexander V; Budinger, Gr Scott; Wunderink, Richard G; Walunas, Theresa L; Gao, Catherine A

A Dynamic Time Warping Extension to Consensus Weight-Based Cachexia Criteria Improves Prediction of Cancer Patient Outcomes

基于动态时间规整技术的扩展方法应用于共识性体重恶病质诊断标准,可提高癌症患者预后的预测准确性。

Forrest, Noah; Tran, Steven; Nandoliya, Khizar R; Houskamp, Ethan J; Gruchala, Tomasz; Guggilla, Vijeeth; Sun, Zequn; Lukas, Rimas; Wainwright, Derek; Furmanchuk, Al'ona; Johnson, Jodi L; Roy, Ishan; Walunas, Theresa L

Microbial cell-free DNA sequencing of bronchoalveolar lavage fluid improves diagnostic yield and may add clinical utility in immunocompromised patients with severe pneumonia

对支气管肺泡灌洗液进行微生物无细胞DNA测序可提高诊断率,并可能增加免疫功能低下重症肺炎患者的临床应用价值。

Guggilla, Vijeeth; Pickens, Chiagozie O; Donnelly, Helen K; Pawlowski, Anna; Korth, Erin; Martinez, Francisco; Clepp, Rebecca K; Budinger, Gr Scott; Misharin, Alexander V; Nadig, Nandita R; Singer, Benjamin D; Gao, Catherine A; Walunas, Theresa L; Wunderink, Richard G