Presenting machine learning model information to clinical end users with model facts labels

por Sendak, Mark P., Gao, Michael, Brajer, Nathan, Balu, Suresh
Publicado 2020

Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities

por Sendak, Mark, Gao, Michael, Nichols, Marshall, Lin, Anthony, Balu, Suresh
Publicado 2019

Editorial: Surfacing best practices for AI software development and integration in healthcare

por Sendak, Mark, Vidal, David, Trujillo, Sylvia, Singh, Karandeep, Liu, Xiaoxuan, Balu, Suresh
Publicado 2023

Accelerating health system innovation: principles and practices from the Duke Institute for Health Innovation

por Sandhu, Sahil, Sendak, Mark P., Ratliff, William, Knechtle, William, Fulkerson, William J., Balu, Suresh
Publicado 2023

Assessment of Spanish Translation of Websites at Top-Ranked US Hospitals

por Honeycutt, Christopher Cole, Bueno, Karina Moreno, Tran, Tamara, Gao, Michael, Balu, Suresh, Sendak, Mark
Publicado 2021

Use of convolutional neural networks in skin lesion analysis using real world image and non-image data

por Wong, Samantha C., Ratliff, William, Xia, Meng, Park, Christine, Sendak, Mark, Balu, Suresh, Henao, Ricardo, Carin, Lawrence, Kheterpal, Meenal K.
Publicado 2022

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

por Sandhu, Sahil, Lin, Anthony L, Brajer, Nathan, Sperling, Jessica, Ratliff, William, Bedoya, Armando D, Balu, Suresh, O'Brien, Cara, Sendak, Mark P
Publicado 2020

Development and Integration of Machine Learning Algorithm to Identify Peripheral Arterial Disease: Multistakeholder Qualitative Study

por Wang, Sabrina M, Hogg, H D Jeffry, Sangvai, Devdutta, Patel, Manesh R, Weissler, E Hope, Kellogg, Katherine C, Ratliff, William, Balu, Suresh, Sendak, Mark
Publicado 2023

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, s...

por Corey, Kristin M., Kashyap, Sehj, Lorenzi, Elizabeth, Lagoo-Deenadayalan, Sandhya A., Heller, Katherine, Whalen, Krista, Balu, Suresh, Heflin, Mitchell T., McDonald, Shelley R., Swaminathan, Madhav, Sendak, Mark
Publicado 2018

Machine learning for early detection of sepsis: an internal and temporal validation study

por Bedoya, Armando D, Futoma, Joseph, Clement, Meredith E, Corey, Kristin, Brajer, Nathan, Lin, Anthony, Simons, Morgan G, Gao, Michael, Nichols, Marshall, Balu, Suresh, Heller, Katherine, Sendak, Mark, O’Brien, Cara
Publicado 2020

Respiratory Syncytial Virus During the COVID-19 Pandemic Compared to Historic Levels: A Retrospective Cohort Study of a Health System( )

por Movva, Naimisha, Suh, Mina, Reichert, Heidi, Hintze, Bradley, Sendak, Mark P, Wolf, Zachary, Carr, Shannon, Kaminski, Tom, White, Meghan, Fisher, Kimberley, Wood, Charles T, Fryzek, Jon P, Nelson, Christopher B, Malcolm, William F
Publicado 2022

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

por Sendak, Mark P, Ratliff, William, Sarro, Dina, Alderton, Elizabeth, Futoma, Joseph, Gao, Michael, Nichols, Marshall, Revoir, Mike, Yashar, Faraz, Miller, Corinne, Kester, Kelly, Sandhu, Sahil, Corey, Kristin, Brajer, Nathan, Tan, Christelle, Lin, Anthony, Brown, Tres, Engelbosch, Susan, Anstrom, Kevin, Elish, Madeleine Clare, Heller, Katherine, Donohoe, Rebecca, Theiling, Jason, Poon, Eric, Balu, Suresh, Bedoya, Armando, O'Brien, Cara
Publicado 2020

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

por Vasey, Baptiste, Nagendran, Myura, Campbell, Bruce, Clifton, David A, Collins, Gary S, Denaxas, Spiros, Denniston, Alastair K, Faes, Livia, Geerts, Bart, Ibrahim, Mudathir, Liu, Xiaoxuan, Mateen, Bilal A, Mathur, Piyush, McCradden, Melissa D, Morgan, Lauren, Ordish, Johan, Rogers, Campbell, Saria, Suchi, Ting, Daniel S W, Watkinson, Peter, Weber, Wim, Wheatstone, Peter, McCulloch, Peter, Lee, Aaron Y, Fraser, Alan G, Connell, Ali, Vira, Alykhan, Esteva, Andre, Althouse, Andrew D, Beam, Andrew L, de Hond, Anne, Boulesteix, Anne-Laure, Bradlow, Anthony, Ercole, Ari, Paez, Arsenio, Tsanas, Athanasios, Kirby, Barry, Glocker, Ben, Velardo, Carmelo, Park, Chang Min, Hehakaya, Charisma, Baber, Chris, Paton, Chris, Johner, Christian, Kelly, Christopher J, Vincent, Christopher J, Yau, Christopher, McGenity, Clare, Gatsonis, Constantine, Faivre-Finn, Corinne, Simon, Crispin, Sent, Danielle, Bzdok, Danilo, Treanor, Darren, Wong, David C, Steiner, David F, Higgins, David, Benson, Dawn, O’Regan, Declan P, Gunasekaran, Dinesh V, Danks, Dominic, Neri, Emanuele, Kyrimi, Evangelia, Schwendicke, Falk, Magrabi, Farah, Ives, Frances, Rademakers, Frank E, Fowler, George E, Frau, Giuseppe, Hogg, H D Jeffry, Marcus, Hani J, Chan, Heang-Ping, Xiang, Henry, McIntyre, Hugh F, Harvey, Hugh, Kim, Hyungjin, Habli, Ibrahim, Fackler, James C, Shaw, James, Higham, Janet, Wohlgemut, Jared M, Chong, Jaron, Bibault, Jean-Emmanuel, Cohen, Jérémie F, Kers, Jesper, Morley, Jessica, Krois, Joachim, Monteiro, Joao, Horovitz, Joel, Fletcher, John, Taylor, Jonathan, Yoon, Jung Hyun, Singh, Karandeep, Moons, Karel G M, Karpathakis, Kassandra, Catchpole, Ken, Hood, Kerenza, Balaskas, Konstantinos, Kamnitsas, Konstantinos, Militello, Laura, Wynants, Laure, Oakden-Rayner, Lauren, Lovat, Laurence B, Smits, Luc J M, Hinske, Ludwig C, ElZarrad, M Khair, van Smeden, Maarten, Giavina-Bianchi, Mara, Daley, Mark, Sendak, Mark P, Sujan, Mark, Rovers, Maroeska, DeCamp, Matthew, Woodward, Matthew, Komorowski, Matthieu, Marsden, Max, Mackintosh, Maxine, Abramoff, Michael D, Armengol de la Hoz, Miguel Ángel, Hambidge, Neale, Daly, Neil, Peek, Niels, Redfern, Oliver, Ahmad, Omer F, Bossuyt, Patrick M, Keane, Pearse A, Ferreira, Pedro N P, Schnell-Inderst, Petra, Mascagni, Pietro, Dasgupta, Prokar, Guan, Pujun, Barnett, Rachel, Kader, Rawen, Chopra, Reena, Mann, Ritse M, Sarkar, Rupa, Mäenpää, Saana M, Finlayson, Samuel G, Vollam, Sarah, Vollmer, Sebastian J, Park, Seong Ho, Laher, Shakir, Joshi, Shalmali, van der Meijden, Siri L, Shelmerdine, Susan C, Tan, Tien-En, Stocker, Tom JW, Giannini, Valentina, Madai, Vince I, Newcombe, Virginia, Ng, Wei Yan, Rogers, Wendy A, Ogallo, William, Park, Yoonyoung, Perkins, Zane B
Publicado 2022