Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence–Based Tools in Critical Care: Web-Based Survey Study

Autor: Eric Mlodzinski, Gabriel Wardi, Clare Viglione, Shamim Nemati, Laura Crotty Alexander, Atul Malhotra

Publikováno v: JMIR Perioperative Medicine, Vol 6, p e41056 (2023)

BackgroundAlthough there is considerable interest in machine learning (ML) and artificial intelligence (AI) in critical care, the implementation of effective algorithms into practice has been limited. ObjectiveWe sought to understand physician persp

Externí odkaz: https://doaj.org/article/e145ad8ccdcb481fa17b8f2c02010466

Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence–Based Tools in Critical Care: Web-Based Survey Study (Preprint)

Autor: Eric Mlodzinski, Gabriel Wardi, Clare Viglione, Shamim Nemati, Laura Crotty Alexander, Atul Malhotra

BACKGROUND Although there is considerable interest in machine learning (ML) and artificial intelligence (AI) in critical care, the implementation of effective algorithms into practice has been limited. OBJECTIVE We sought to understand physician pers

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e0de0cac307a775298159d246314fbc0
https://doi.org/10.2196/preprints.41056

The Precision Interventions for Severe and/or Exacerbation-Prone (PrecISE) Asthma Network: An overview of Network organization, procedures, and interventions

Autor: Steve N. Georas, Rosalind J. Wright, Anastasia Ivanova, Elliot Israel, Lisa M. LaVange, Praveen Akuthota, Tara F. Carr, Loren C. Denlinger, Merritt L. Fajt, Rajesh Kumar, Wanda K. O’Neal, Wanda Phipatanakul, Stanley J. Szefler, Mark A. Aronica, Leonard B. Bacharier, Allison J. Burbank, Mario Castro, Laura Crotty Alexander, Julie Bamdad, Juan Carlos Cardet, Suzy A.A. Comhair, Ronina A. Covar, Emily A. DiMango, Kim Erwin, Serpil C. Erzurum, John V. Fahy, Jonathan M. Gaffin, Benjamin Gaston, Lynn B. Gerald, Eric A. Hoffman, Fernando Holguin, Daniel J. Jackson, John James, Nizar N. Jarjour, Nicholas J. Kenyon, Sumita Khatri, John P. Kirwan, Monica Kraft, Jerry A. Krishnan, Andrew H. Liu, Mark C. Liu, M. Alison Marquis, Fernando Martinez, Jacob Mey, Wendy C. Moore, James N. Moy, Victor E. Ortega, David B. Peden, Emily Pennington, Michael C. Peters, Kristie Ross, Maria Sanchez, Lewis J. Smith, Ronald L. Sorkness, Michael E. Wechsler, Sally E. Wenzel, Steven R. White, Joe Zein, Amir A. Zeki, Patricia Noel, Dean Billheimer, Eugene R. Bleecker, Emily Branch, Michelle Conway, Cori Daines, Isaac Deaton, Alexandria Evans, Paige Field, Dave Francisco, Annette T. Hastie, Bob Hmieleski, Jeffrey O. Krings, Yanqin Liu, Janell L. Merchen, Deborah A. Meyers, Nirushan Narendran, Stephen P. Peters, Anna Pippins, Matthew A. Rank, Ronald Schunk, Raymond Skeps, Benjamin Wright, Tina M. Banzon, Lisa M. Bartnikas, Sachin N. Baxi, Vishwanath Betapudi, Isabelle Brick, Conor Brockway, Thomas B. Casale, Kathleen Castillo-Ruano, Maria Angeles Cinelli, Elena Crestani, Amparito Cunningham, Megan Day-Lewis, Natalie Diaz-Cabrera, Angela DiMango, Brittany Esty, Eva Fandozzi, Jesse Fernandez, Elizabeth Fitzpatrick, Victoria E. Forth, Katarina Gentile, David Gubernick, Seyni Gueye-Ndiaye, Sigfus Gunnlaagsson, Marissa Hauptmann, Stephanie N. Hudey, Donya S. Imanirad, Tiffani Kaage, Nicholas Kolinsky, Brenna LaBere, Peggy Sue Lai, Meghan Le, Dennis K. Ledford, Richard Lockey, Margee Louisias, Andrew J. Macginnitie, Michelle C. Maciag, Allison O’Neill, Amber N. Pepper, Perdita Permaul, Mya Pugh, Dianna Queheillalt, Tarnjot Saroya, William Sheehan, Catherine Smith, Carmela Socolovsky, Else Treffeisen, Lorenzo Trippa, Abigail Tulchinsky, Christina Yee, Tina Carter, Jun Fu, Vanessa Garcia, Jenny Hixon, Carly Jackson, Yuan Ji, Ravi Kalhan, Opinderjit Kaur, Grace Li, Melanie M. Makhija, Spring Maleckar, Edward T. Naureckas, Anju T. Peters, Valerie Press, Mehreen Qureshi, Paul A. Reyfman, Sharon R. Rosenberg, Dominika Ryba, Jianrong Sheng, Ben Xu, Rafeul Alam, Darci Anderson, Sonya Belimezova, Jennifer Bitzan, Geoffrey Chupp, Brian J. Clark, Lauren Cohn, Margaret Hope Cruse, Jean Estrom, Leah Freid, Jose Gomez Villalobos, Nicole Grant, Vamsi P. Guntur, Carole Holm, Christena Kolakowski, Laurie A. Manka, Naomi Miyazawa, Juno Pak, Diana M. Pruitt, Sunita Sharma, Allen D. Stevens, Kisori Thomas, Brooke Tippin, Karissa Valente, Cynthia L. Wainscoat, Michael P. White, Daniel Winnica, Shuyu Ye, Pamela L. Zeitlin, Julia Bach, Joshua Brownell, Lauren Castro, Julie DeLisa, Sean B. Fain, Paul S. Fichtinger, Heather Floerke, James E. Gern, Vinay Goswamy, Jenelle Grogan, Wendy Hasse, Rick L. Kelley, Danika Klaus, Stephanie LaBedz, Paige Lowell, Andrew Maddox, Sameer K. Mathur, Amanda McIntyre, Lourdes M. Norwick, Sharmilee M. Nyenhuis, Matthew J. O’Brien, Tina Palas, Andrea A. Pappalardo, Mark Potter, Sima K. Ramratnam, Daniel L. Rosenberg, Eric M. Schauberger, Mark L. Schiebler, Angela Schraml, Mohamed Taki, Matthew C. Tattersall, Jissell Torres, Lori Wollet, Simon Abi-Saleh, Lisa Bendy, Larry Borish, James F. Chmiel, Aska Dix, Lisa France, Rebecca Gammell, Adam Gluvna, Brittany Hirth, Bo Hu, Elise Hyser, Kirsten M. Kloepfer, Michelle Koo, Nadia L. Krupp, Monica Labadia, Joy Lawrence, Laurie Logan, Angela Marko, Brittany Matuska, Deborah Murphy, Rachel Owensby, Erica A. Roesch, Don B. Sanders, Jackie Sharp, W. Gerald Teague, Laura Veri, Kristin Wavell Shifflett, Matt Camiolo, Sarah Collins, Jessa Demas, Courtney Elvin, Marc C. Gauthier, Melissa Ilnicki, Jenn Ingram, Lisa Lane, Seyed Mehdi Nouraie, John B. Trudeau, Michael Zhang, Jeffrey Barry, Howard Brickner, Janelle Celso, Matejka Cernelc-Kohan, Damaris Diaz, Ashley Du, Sonia Jain, Neiman Liu, Yusife Nazir, Julie Ryu, Pandurangan Vijayanand, Rogelio Almario, Ariana Baum, Kellen Brown, Marilynn H. Chan, Barbara Gale, Angela Haczku, Richart W. Harper, Raymond Heromin, Celeste Kivler, Brooks T. Kuhn, Ngoc P. Ly, Paula McCourt, Xavier Orain, Audrey Plough, Karla Ramirez, Ellese Roberts, Michael Schivo, Amisha Singapuri, Tina Tham, Daniel Tompkins, Patricia Michelle Twitmyer, Jade Vi, Jarron Atha, Jennifer Bedard, Jonathan S. Boomer, Andrew Chung, Vanessa Curtis, Chase S. Hall, Emily Hart, Fatima Jackson, Pamela Kemp, Sharli Maxwell, Maggie Messplay, Crystal Ramirez, Brynne Thompson, Ashley Britt, Hope Bryan, Nathan M. Gotman, Yue Jiang, Michael R. Kosorok, David T. Mauger, Kelsey Meekins, Jeanette K. Mollenhauer, Sarah Moody, Cheyanne Ritz, Stefanie Schwartz, Chalmer Thomlinson, Nicole Wilson

Publikováno v: The Journal of allergy and clinical immunology, vol 149, iss 2
J Allergy Clin Immunol

Asthma is a heterogeneous disease, with multiple underlying inflammatory pathways and structural airway abnormalities that impact disease persistence and severity. Recent progress has been made in developing targeted asthma therapeutics, especially f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c03c5f5d8b51cbaec71bb4af5e61e502
https://escholarship.org/uc/item/4n8620m5

Excess neuropeptides in lung signal through endothelial cells to impair gas exchange

Autor: Jinhao Xu, Le Xu, Pengfei Sui, Jiyuan Chen, Esteban A. Moya, Patrick Hume, William J. Janssen, Jason M. Duran, Patricia Thistlethwaite, Aaron Carlin, Peter Gulleman, Brandon Banaschewski, Mary Kate Goldy, Jason X.-J. Yuan, Atul Malhotra, Gloria Pryhuber, Laura Crotty-Alexander, Gail Deutsch, Lisa R. Young, Xin Sun

Publikováno v: Dev Cell
Developmental cell, vol 57, iss 7

Although increased neuropeptides are often detected in lungs that exhibit respiratory distress, whether they contribute to the condition is unknown. Here, we show in a mouse model of neuroendocrine cell hyperplasia of infancy, a pediatric disease wit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eb2bd075ff432795da434be36554449b
https://doi.org/10.1016/j.devcel.2022.02.023

Staphylococcus epidermidis antimicrobial delta-toxin (phenol-soluble modulin-gamma) cooperates with host antimicrobial peptides to kill group A Streptococcus.

Autor: Anna L Cogen, Kenshi Yamasaki, Jun Muto, Katheryn M Sanchez, Laura Crotty Alexander, Jackelyn Tanios, Yuping Lai, Judy E Kim, Victor Nizet, Richard L Gallo

Publikováno v: PLoS ONE, Vol 5, Iss 1, p e8557 (2010)

Antimicrobial peptides play an important role in host defense against pathogens. Recently, phenol-soluble modulins (PSMs) from Staphylococcus epidermidis (S. epidermidis) were shown to interact with lipid membranes, form complexes, and exert antimicr

Externí odkaz: https://doaj.org/article/bb9143ba02f24f73a030a2a165940046