Reply to Leijte et al.: Fever in Sepsis: Still a Hot Topic

por Bhavani, Sivasubramanium V., Verhoef, Philip A., Churpek, Matthew M.
Publicado 2019

Reply to Maitra and Bhattacharjee: Adherence to the Prevailing Sepsis Definition Is Quintessential to Subphenotype Identification

por Bhavani, Sivasubramanium V., Verhoef, Philip A., Churpek, Matthew M.
Publicado 2020

Novel Temperature Trajectory Subphenotypes in COVID-19

por Bhavani, Sivasubramanium V., Huang, Elbert S., Verhoef, Philip A., Churpek, Matthew M.
Publicado 2020

Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding

por Gao, Yanjun, Dligach, Dmitriy, Miller, Timothy, Tesch, Samuel, Laffin, Ryan, Churpek, Matthew M., Afshar, Majid
Publicado 2022

Comparison of machine learning clustering algorithms for detecting heterogeneity of treatment effect in acute respiratory distress syndrome: A secondary analysis of three randomise...

por Sinha, Pratik, Spicer, Alexandra, Delucchi, Kevin L, McAuley, Daniel F, Calfee, Carolyn S, Churpek, Matthew M
Publicado 2021

Development and validation of novel sepsis subphenotypes using trajectories of vital signs

por Bhavani, Sivasubramanium V., Semler, Matthew, Qian, Edward T., Verhoef, Philip A., Robichaux, Chad, Churpek, Matthew M., Coopersmith, Craig M.
Publicado 2022

Hospital-Level Variation in Death for Critically Ill Patients with COVID-19

por Churpek, Matthew M., Gupta, Shruti, Spicer, Alexandra B., Parker, William F., Fahrenbach, John, Brenner, Samantha K., Leaf, David E.
Publicado 2021

Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgro...

por Thompson, Hale M, Sharma, Brihat, Bhalla, Sameer, Boley, Randy, McCluskey, Connor, Dligach, Dmitriy, Churpek, Matthew M, Karnik, Niranjan S, Afshar, Majid
Publicado 2021

Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study

por Afshar, Majid, Sharma, Brihat, Dligach, Dmitriy, Oguss, Madeline, Brown, Randall, Chhabra, Neeraj, Thompson, Hale M, Markossian, Talar, Joyce, Cara, Churpek, Matthew M, Karnik, Niranjan S
Publicado 2022

Comparison and interpretability of machine learning models to predict severity of chest injury

por Kulshrestha, Sujay, Dligach, Dmitriy, Joyce, Cara, Gonzalez, Richard, O’Rourke, Ann P, Glazer, Joshua M, Stey, Anne, Kruser, Jacqueline M, Churpek, Matthew M, Afshar, Majid
Publicado 2021

Using Machine Learning to Predict Likelihood and Cause of Readmission After Hospitalization for Chronic Obstructive Pulmonary Disease Exacerbation

por Bonomo, Matthew, Hermsen, Michael G, Kaskovich, Samuel, Hemmrich, Maximilian J, Rojas, Juan C, Carey, Kyle A, Venable, Laura Ruth, Churpek, Matthew M, Press, Valerie G
Publicado 2022

The Laboratory-Based Intermountain Validated Exacerbation (LIVE) Score Identifies Chronic Obstructive Pulmonary Disease Patients at High Mortality Risk

por Blagev, Denitza P., Collingridge, Dave S., Rea, Susan, Horne, Benjamin D., Press, Valerie G., Churpek, Matthew M., Carey, Kyle A., Mularski, Richard A., Zeng, Siyang, Arjomandi, Mehrdad
Publicado 2018

Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

por Churpek, Matthew M., Carey, Kyle A., Edelson, Dana P., Singh, Tripti, Astor, Brad C., Gilbert, Emily R., Winslow, Christopher, Shah, Nirav, Afshar, Majid, Koyner, Jay L.
Publicado 2020

Skewed Lung CCR4 to CCR6 CD4(+) T Cell Ratio in Idiopathic Pulmonary Fibrosis Is Associated with Pulmonary Function

por Adegunsoye, Ayodeji, Hrusch, Cara L., Bonham, Catherine A., Jaffery, Mohammad R., Blaine, Kelly M., Sullivan, Meghan, Churpek, Matthew M., Strek, Mary E., Noth, Imre, Sperling, Anne I.
Publicado 2016

T cell Co-Stimulatory molecules ICOS and CD28 stratify idiopathic pulmonary fibrosis survival

por Bonham, Catherine A., Hrusch, Cara L., Blaine, Kelly M., Manns, Stephenie T., Vij, Rekha, Oldham, Justin M., Churpek, Matthew M., Strek, Mary E., Noth, Imre, Sperling, Anne I.
Publicado 2019

Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline

por Caskey, John, McConnell, Iain L, Oguss, Madeline, Dligach, Dmitriy, Kulikoff, Rachel, Grogan, Brittany, Gibson, Crystal, Wimmer, Elizabeth, DeSalvo, Traci E, Nyakoe-Nyasani, Edwin E, Churpek, Matthew M, Afshar, Majid
Publicado 2022

Correction: Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline

por Caskey, John, McConnell, Iain L, Oguss, Madeline, Dligach, Dmitriy, Kulikoff, Rachel, Grogan, Brittany, Gibson, Crystal, Wimmer, Elizabeth, DeSalvo, Traci E, Nyakoe-Nyasani, Edwin E, Churpek, Matthew M, Afshar, Majid
Publicado 2022

Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care Unit

por Liu, Vincent X., Lu, Yun, Carey, Kyle A., Gilbert, Emily R., Afshar, Majid, Akel, Mary, Shah, Nirav S., Dolan, John, Winslow, Christopher, Kipnis, Patricia, Edelson, Dana P., Escobar, Gabriel J., Churpek, Matthew M.
Publicado 2020

Hospital trajectories and early predictors of clinical outcomes differ between SARS-CoV-2 and influenza pneumonia

por Lyons, Patrick G., Bhavani, Sivasubramanium V., Mody, Aaloke, Bewley, Alice, Dittman, Katherine, Doyle, Aisling, Windham, Samuel L., Patel, Tej M., Raju, Bharat Neelam, Keller, Matthew, Churpek, Matthew M., Calfee, Carolyn S., Michelson, Andrew P., Kannampallil, Thomas, Geng, Elvin H., Sinha, Pratik
Publicado 2022

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screen...

por Afshar, Majid, Adelaine, Sabrina, Resnik, Felice, Mundt, Marlon P, Long, John, Leaf, Margaret, Ampian, Theodore, Wills, Graham J, Schnapp, Benjamin, Chao, Michael, Brown, Randy, Joyce, Cara, Sharma, Brihat, Dligach, Dmitriy, Burnside, Elizabeth S, Mahoney, Jane, Churpek, Matthew M, Patterson, Brian W, Liao, Frank
Publicado 2023