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Roopa Kohli‐Seth

Icahn School of Medicine at Mount Sinai

20H指数
157论文数
2.8K被引数
收录论文 51
发表时间
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NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated PatientsNutriSighT:用于机械通气患者肠内营养摄入不足动态预测的可解释Transformer模型
err2025-12-17
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errMateen Jangda; Jayshil Patel; Akhil Vaid; Jaskirat Gill; Paul McCarthy; Jacob Desman; Rohit Gupta; Dhruv Patel; Nidhi Kavi; Shruti Bakare; Eyal Klang; Robert Freeman; Anthony Manasia; John Oropello; Lili Chan; Mayte Suarez-Farinas; Alexander W. Charney; Roopa Kohli-Seth; Girish N. Nadkarni; Ankit Sakhuja
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Barriers to Mobility in the ICU: Insights from Severe COVID-19 and Implications for Patient Outcomes重症监护室内的活动受限:来自严重COVID-19的见解及其对患者结局的影响
err2025-12-01
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errKalbian, Irene; Delgado, Andrew; Barchuk, Sofia; Cohen, Stacey; Bassily-Marcus, Adel; Tabacof, Laura; Spielman, Lisa; Dams-O'connor, Kristen; Kohli-Seth, Roopa; Dangayach, Neha; Shetreat-Klein, Avniel; Escalon, Miguel X.
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Impact of a Real-Time Ventilator Management Dashboard With Alerts Sustained Hospital-Wide Improvement in Lung Protective Ventilation实时呼吸机管理仪表盘及其警报功能对全院范围肺保护性通气持续改善的影响
err2025-10-01
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errTandon, Pranai; Nguyen, Kim-Anh-Nhi; Raut, Ganesh; Ouyang, Yuxia; Cheetirala, Satya N.; Ranginwala, Shamsuddoha; Oldenburg, Gary; Dangayach, Neha S.; Acquah, Samuel O.; Kohli-Seth, Roopa; Timsina, Prem; Kia, Arash M.; Freeman, Robert; Egorova, Natalia; Levin, Matthew A.; Powell, Charles A.
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A distributional reinforcement learning model for optimal glucose control after cardiac surgery一种用于心脏手术后最佳血糖控制的分布式强化学习模型
err2025-05-27
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errDesman, Jacob M.; Hong, Zhang-Wei; Sabounchi, Moein; Sawant, Ashwin S.; Gill, Jaskirat; Costa, Ana C.; Kumar, Gagan; Sharma, Rajeev; Gupta, Arpeta; Mccarthy, Paul; Nandwani, Veena; Powell, Doug; Carideo, Alexandra; Goodwin, Donnie; Ahmed, Sanam; Gidwani, Umesh; Levin, Matthew A.; Varghese, Robin; Filsoufi, Farzan; Freeman, Robert; Shetreat-Klein, Avniel; Charney, Alexander W.; Hofer, Ira; Chan, Lili; Reich, David; Kovatch, Patricia; Kohli-Seth, Roopa; Kraft, Monica; Agrawal, Pulkit; Kellum, John A.; Nadkarni, Girish N.
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ORAKLE: Optimal Risk prediction for mAke30 in patients with sepsis associated AKI using deep LEarningORAKLE:使用深度学习对脓毒症相关性AKI患者进行MAKE30最优风险预测
err2025-05-26
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errOh, Wonsuk; Veshtaj, Marinela; Sawant, Ashwin; Agrawal, Pulkit; Gomez, Hernando; Suarez-Farinas, Mayte; Oropello, John; Kohli-Seth, Roopa; Kashani, Kianoush; Kellum, John A.; Nadkarni, Girish; Sakhuja, Ankit
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TEMPORAL SUBPHENOTYPING OF SEPSIS PATIENTS WITH AKI USING TRANSFORMER-BASED MACHINE LEARNING基于Transformer的机器学习方法对伴有AKI的脓毒症患者进行时间亚表型分析
err2025-01-30
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PREAI
errOh, Wonsuk; Takkavatakarn, Kullaya; Gupta, Rohit; Gidwani, Umesh; Oropello, John; Kohli-Seth, Roopa; Nadkarni, Girish; Sakhuja, Ankit
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Machine learning derived serum creatinine trajectories in acute kidney injury in critically ill patients with sepsis重症脓毒症患者急性肾损伤的机器学习衍生的血清肌酐轨迹
err2024-05-10
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errTakkavatakarn, Kullaya; Oh, Wonsuk; Chan, Lili; Hofer, Ira; Shawwa, Khaled; Kraft, Monica; Shah, Neomi; Kohli-Seth, Roopa; Nadkarni, Girish N.; Sakhuja, Ankit
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The COVID-19 Tracheostomy Experience at a Large Academic Medical Center in New York during the First Year
err2024-04-07
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errPatel, Dhruv; Devivo, Anthony; Leibner, Evan; Shittu, Atinuke; Govindarajulu, Usha; Tandon, Pranai; Lee, David; Owen, Randall; Fernandez-Ranvier, Gustavo; Hiensch, Robert; Marin, Michael; Kohli-Seth, Roopa; Bassily-Marcus, Adel
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Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial
err2024-02-21
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PREAI
errLevin, Matthew A.; Kia, Arash; Timsina, Prem; Cheng, Fu-yuan; Nguyen, Kim-Anh-Nhi; Kohli-Seth, Roopa; Lin, Hung-Mo; Ouyang, Yuxia; Freeman, Robert; Reich, David L.
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Bayesian methods: a potential path forward for sepsis trials (vol 27, 432, 2023)贝叶斯方法: 脓毒症试验的潜在路径 (第27卷,432,2023)
err2024-01-03
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errTomlinson, George; Al-Khafaji, Ali; Conrad, Steven A.; Factora, Faith N. F.; Foster, Debra M.; Galphin, Claude; Gunnerson, Kyle J.; Khan, Sobia; Kohli-Seth, Roopa; Mccarthy, Paul; Meena, Nikhil K.; Pearl, Ronald G.; Rachoin, Jean-Sebastien; Rains, Ronald; Seneff, Michael; Tidswell, Mark; Walker, Paul M.; Kellum, John A.
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MACHINE LEARNING-GUIDED EARLY PREDICTION OF PERSISTENT ACUTE KIDNEY INJURY AFTER CARDIAC SURGERY机器学习指导下的心脏手术后持续性急性肾损伤早期预测
err2023-12-14
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errJangda, Mateen; Desman, Jacob; Takkavatakarn, Kullaya; Yimen, Mekeleya; Kumar, Gagan; McCarthy, Paul; Kohli-Seth, Roopa; Nadkarni, Girish; Sakhuja, Ankit
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MACHINE LEARNING-GUIDED SUBPHENOTYPING OF CRITICALLY ILL PATIENTS AFTER CARDIAC SURGERY机器学习指导的心脏手术后危重患者亚表型分类
err2023-12-14
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errDesman, Jacob; McCarthy, Paul; Yimen, Mekeleya; Smith, Gordon; Kohli-Seth, Roopa; Nadkarni, Girish; Sakhuja, Ankit
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Bayesian methods: a potential path forward for sepsis trials贝叶斯方法: 脓毒症试验的潜在路径
err2023-11-08
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errTomlinson, George; Al-Khafaji, Ali; Conrad, Steven A.; Factora, Faith N. F.; Foster, Debra M.; Galphin, Claude; Gunnerson, Kyle J.; Khan, Sobia; Kohli-Seth, Roopa; Mccarthy, Paul; Meena, Nikhil K.; Pearl, Ronald G.; Rachoin, Jean-Sebastien; Rains, Ronald; Seneff, Michael; Tidswell, Mark; Walker, Paul M.; Kellum, John A.
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Atrial Fibrillation in Patients Hospitalized With COVID-19
err2021-09-01
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errMusikantow, Daniel R.; Turagam, Mohit K.; Sartori, Samantha; Chu, Edward; Kawamura, Iwanari; Shivamurthy, Poojita; Bokhari, Mahmoud; Oates, Connor; Zhang, Chi; Pumill, Christopher; Malick, Waqas; Hashemi, Helen; Ruiz-Maya, Tania; Hadley, Michael B.; Gandhi, Jonathan; Sperling, Dylan; Whang, William; Koruth, Jacob S.; Langan, Marie-Noelle; Sofi, Aamir; Gomes, Anthony; Harcum, Stephanie; Cammack, Sam; Ellsworth, Betsy; Dukkipati, Srinivas R.; Bassily-Marcus, Adel; Kohli-Seth, Roopa; Goldman, Martin E.; Halperin, Jonathan L.; Fuster, Valentin; Reddy, Vivek Y.
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Adapting a vascular access service (VAS) to meet the needs of the COVID-19 pandemic
err2021-04-01
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errZhang, Ziya; Wells, Celia; Brito, Amy; Chan, Christy C.; Patel, Gopi; Evans, William; Hensel, Nicole; Kohli-Seth, Roopa
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Postintensive Care Syndrome in Survivors of Critical Illness Related to Coronavirus Disease 2019: Cohort Study From a New York City Critical Care Recovery Clinic*
err2021-03-17
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errMartillo, Miguel A.; Dangayach, Neha S.; Tabacof, Laura; Spielman, Lisa A.; Dams-O'Connor, Kristen; Chan, Christy C.; Kohli-Seth, Roopa; Cortes, Mar; Escalon, Miguel X.
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Rapid response team integration at a quaternary care academic centre: new paradigm for critical care organistions
err2021-01-13
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PREAI
errGupta, Rohit R.; Gonzalez, Cristhian; Wang, Jennifer; Martillo, Miguel; Kohli-Seth, Roopa
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