Efficient Queries of Stand-off Annotations for Natural Language Processing on Electronic Medical Records

por Luo, Yuan, Szolovits, Peter
Publicado 2016

An intelligent listening framework for capturing encounter notes from a doctor-patient dialog

por Klann, Jeffrey G, Szolovits, Peter
Publicado 2009

Text Mining in Cancer Gene and Pathway Prioritization

por Luo, Yuan, Riedlinger, Gregory, Szolovits, Peter
Publicado 2014

Artificial intelligence, machine learning and health systems

por Panch, Trishan, Szolovits, Peter, Atun, Rifat
Publicado 2018

What’s in a Note? Unpacking Predictive Value in Clinical Note Representations

por Boag, Willie, Doss, Dustin, Naumann, Tristan, Szolovits, Peter
Publicado 2018

An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study

por Celi, Leo Anthony, Hinske, L Christian, Alterovitz, Gil, Szolovits, Peter
Publicado 2008

Using Machine Learning to Develop Smart Reflex Testing Protocols

por McDermott, Matthew, Dighe, Anand, Szolovits, Peter, Luo, Yuan, Baron, Jason
Publicado 2023

Predicting intervention onset in the ICU with switching state space models

por Ghassemi, Marzyeh, Wu, Mike, Hughes, Michael C., Szolovits, Peter, Doshi-Velez, Finale
Publicado 2017

Use of machine-learning algorithms to determine features of systolic blood pressure variability that predict poor outcomes in hypertensive patients

por Lacson, Ronilda C, Baker, Bowen, Suresh, Harini, Andriole, Katherine, Szolovits, Peter, Lacson, Eduardo
Publicado 2018

Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach

por Weng, Wei-Hung, Wagholikar, Kavishwar B., McCray, Alexa T., Szolovits, Peter, Chueh, Henry C.
Publicado 2017

Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes

por Boag, William, Kovaleva, Olga, McCoy, Thomas H., Rumshisky, Anna, Szolovits, Peter, Perlis, Roy H.
Publicado 2021

Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes

por Hejblum, Boris P., Weber, Griffin M., Liao, Katherine P., Palmer, Nathan P., Churchill, Susanne, Shadick, Nancy A., Szolovits, Peter, Murphy, Shawn N., Kohane, Isaac S., Cai, Tianxi
Publicado 2019

Automated de-identification of free-text medical records

por Neamatullah, Ishna, Douglass, Margaret M, Lehman, Li-wei H, Reisner, Andrew, Villarroel, Mauricio, Long, William J, Szolovits, Peter, Moody, George B, Mark, Roger G, Clifford, Gari D
Publicado 2008

MIMIC-III, a freely accessible critical care database

por Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.
Publicado 2016

Development of phenotype algorithms using electronic medical records and incorporating natural language processing

por Liao, Katherine P, Cai, Tianxi, Savova, Guergana K, Murphy, Shawn N, Karlson, Elizabeth W, Ananthakrishnan, Ashwin N, Gainer, Vivian S, Shaw, Stanley Y, Xia, Zongqi, Szolovits, Peter, Churchill, Susanne, Kohane, Isaac
Publicado 2015

Visceral Adiposity and Severe COVID-19 Disease: Application of an Artificial Intelligence Algorithm to Improve Clinical Risk Prediction

por Goehler, Alexander, Hsu, Tzu-Ming Harry, Seiglie, Jacqueline A, Siedner, Mark J, Lo, Janet, Triant, Virginia, Hsu, John, Foulkes, Andrea, Bassett, Ingrid, Khorasani, Ramin, Wexler, Deborah J, Szolovits, Peter, Meigs, James B, Manne-Goehler, Jennifer
Publicado 2021

Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts

por Liao, Katherine P., Ananthakrishnan, Ashwin N., Kumar, Vishesh, Xia, Zongqi, Cagan, Andrew, Gainer, Vivian S., Goryachev, Sergey, Chen, Pei, Savova, Guergana K., Agniel, Denis, Churchill, Susanne, Lee, Jaeyoung, Murphy, Shawn N., Plenge, Robert M., Szolovits, Peter, Kohane, Isaac, Shaw, Stanley Y., Karlson, Elizabeth W., Cai, Tianxi
Publicado 2015

Modeling Disease Severity in Multiple Sclerosis Using Electronic Health Records

por Xia, Zongqi, Secor, Elizabeth, Chibnik, Lori B., Bove, Riley M., Cheng, Suchun, Chitnis, Tanuja, Cagan, Andrew, Gainer, Vivian S., Chen, Pei J., Liao, Katherine P., Shaw, Stanley Y., Ananthakrishnan, Ashwin N., Szolovits, Peter, Weiner, Howard L., Karlson, Elizabeth W., Murphy, Shawn N., Savova, Guergana K., Cai, Tianxi, Churchill, Susanne E., Plenge, Robert M., Kohane, Isaac S., De Jager, Philip L.
Publicado 2013

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

por Liu, Sijia, Wen, Andrew, Wang, Liwei, He, Huan, Fu, Sunyang, Miller, Robert, Williams, Andrew, Harris, Daniel, Kavuluru, Ramakanth, Liu, Mei, Abu-el-Rub, Noor, Schutte, Dalton, Zhang, Rui, Rouhizadeh, Masoud, Osborne, John D, He, Yongqun, Topaloglu, Umit, Hong, Stephanie S, Saltz, Joel H, Schaffter, Thomas, Pfaff, Emily, Chute, Christopher G, Duong, Tim, Haendel, Melissa A, Fuentes, Rafael, Szolovits, Peter, Xu, Hua, Liu, Hongfang
Publicado 2023

An international effort towards developing standards for best practices in analysis, interpretation and reporting of clinical genome sequencing results in the CLARITY Challenge

por Brownstein, Catherine A, Beggs, Alan H, Homer, Nils, Merriman, Barry, Yu, Timothy W, Flannery, Katherine C, DeChene, Elizabeth T, Towne, Meghan C, Savage, Sarah K, Price, Emily N, Holm, Ingrid A, Luquette, Lovelace J, Lyon, Elaine, Majzoub, Joseph, Neupert, Peter, McCallie Jr, David, Szolovits, Peter, Willard, Huntington F, Mendelsohn, Nancy J, Temme, Renee, Finkel, Richard S, Yum, Sabrina W, Medne, Livija, Sunyaev, Shamil R, Adzhubey, Ivan, Cassa, Christopher A, de Bakker, Paul IW, Duzkale, Hatice, Dworzyński, Piotr, Fairbrother, William, Francioli, Laurent, Funke, Birgit H, Giovanni, Monica A, Handsaker, Robert E, Lage, Kasper, Lebo, Matthew S, Lek, Monkol, Leshchiner, Ignaty, MacArthur, Daniel G, McLaughlin, Heather M, Murray, Michael F, Pers, Tune H, Polak, Paz P, Raychaudhuri, Soumya, Rehm, Heidi L, Soemedi, Rachel, Stitziel, Nathan O, Vestecka, Sara, Supper, Jochen, Gugenmus, Claudia, Klocke, Bernward, Hahn, Alexander, Schubach, Max, Menzel, Mortiz, Biskup, Saskia, Freisinger, Peter, Deng, Mario, Braun, Martin, Perner, Sven, Smith, Richard JH, Andorf, Janeen L, Huang, Jian, Ryckman, Kelli, Sheffield, Val C, Stone, Edwin M, Bair, Thomas, Black-Ziegelbein, E Ann, Braun, Terry A, Darbro, Benjamin, DeLuca, Adam P, Kolbe, Diana L, Scheetz, Todd E, Shearer, Aiden E, Sompallae, Rama, Wang, Kai, Bassuk, Alexander G, Edens, Erik, Mathews, Katherine, Moore, Steven A, Shchelochkov, Oleg A, Trapane, Pamela, Bossler, Aaron, Campbell, Colleen A, Heusel, Jonathan W, Kwitek, Anne, Maga, Tara, Panzer, Karin, Wassink, Thomas, Van Daele, Douglas, Azaiez, Hela, Booth, Kevin, Meyer, Nic, Segal, Michael M, Williams, Marc S, Tromp, Gerard, White, Peter, Corsmeier, Donald, Fitzgerald-Butt, Sara, Herman, Gail, Lamb-Thrush, Devon, McBride, Kim L, Newsom, David, Pierson, Christopher R, Rakowsky, Alexander T, Maver, Aleš, Lovrečić, Luca, Palandačić, Anja, Peterlin, Borut, Torkamani, Ali, Wedell, Anna, Huss, Mikael, Alexeyenko, Andrey, Lindvall, Jessica M, Magnusson, Måns, Nilsson, Daniel, Stranneheim, Henrik, Taylan, Fulya, Gilissen, Christian, Hoischen, Alexander, van Bon, Bregje, Yntema, Helger, Nelen, Marcel, Zhang, Weidong, Sager, Jason, Zhang, Lu, Blair, Kathryn, Kural, Deniz, Cariaso, Michael, Lennon, Greg G, Javed, Asif, Agrawal, Saloni, Ng, Pauline C, Sandhu, Komal S, Krishna, Shuba, Veeramachaneni, Vamsi, Isakov, Ofer, Halperin, Eran, Friedman, Eitan, Shomron, Noam, Glusman, Gustavo, Roach, Jared C, Caballero, Juan, Cox, Hannah C, Mauldin, Denise, Ament, Seth A, Rowen, Lee, Richards, Daniel R, Lucas, F Anthony San, Gonzalez-Garay, Manuel L, Caskey, C Thomas, Bai, Yu, Huang, Ying, Fang, Fang, Zhang, Yan, Wang, Zhengyuan, Barrera, Jorge, Garcia-Lobo, Juan M, González-Lamuño, Domingo, Llorca, Javier, Rodriguez, Maria C, Varela, Ignacio, Reese, Martin G, De La Vega, Francisco M, Kiruluta, Edward, Cargill, Michele, Hart, Reece K, Sorenson, Jon M, Lyon, Gholson J, Stevenson, David A, Bray, Bruce E, Moore, Barry M, Eilbeck, Karen, Yandell, Mark, Zhao, Hongyu, Hou, Lin, Chen, Xiaowei, Yan, Xiting, Chen, Mengjie, Li, Cong, Yang, Can, Gunel, Murat, Li, Peining, Kong, Yong, Alexander, Austin C, Albertyn, Zayed I, Boycott, Kym M, Bulman, Dennis E, Gordon, Paul MK, Innes, A Micheil, Knoppers, Bartha M, Majewski, Jacek, Marshall, Christian R, Parboosingh, Jillian S, Sawyer, Sarah L, Samuels, Mark E, Schwartzentruber, Jeremy, Kohane, Isaac S, Margulies, David M
Publicado 2014