The future of digital health with federated learning
Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R, Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N, Landman, Bennett A, Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M, Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M Jorge
Published in NPJ digital medicine (14.09.2020)
Published in NPJ digital medicine (14.09.2020)
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Deep learning-enabled medical computer vision
Esteva, Andre, Chou, Katherine, Yeung, Serena, Naik, Nikhil, Madani, Ali, Mottaghi, Ali, Liu, Yun, Topol, Eric, Dean, Jeff, Socher, Richard
Published in NPJ digital medicine (08.01.2021)
Published in NPJ digital medicine (08.01.2021)
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The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database
Benjamens, Stan, Dhunnoo, Pranavsingh, Meskó, Bertalan
Published in NPJ digital medicine (11.09.2020)
Published in NPJ digital medicine (11.09.2020)
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Scalable and accurate deep learning with electronic health records
Rajkomar, Alvin, Oren, Eyal, Chen, Kai, Dai, Andrew M, Hajaj, Nissan, Hardt, Michaela, Liu, Peter J, Liu, Xiaobing, Marcus, Jake, Sun, Mimi, Sundberg, Patrik, Yee, Hector, Zhang, Kun, Zhang, Yi, Flores, Gerardo, Duggan, Gavin E, Irvine, Jamie, Le, Quoc, Litsch, Kurt, Mossin, Alexander, Tansuwan, Justin, Wang, De, Wexler, James, Wilson, Jimbo, Ludwig, Dana, Volchenboum, Samuel L, Chou, Katherine, Pearson, Michael, Madabushi, Srinivasan, Shah, Nigam H, Butte, Atul J, Howell, Michael D, Cui, Claire, Corrado, Greg S, Dean, Jeffrey
Published in NPJ digital medicine (01.12.2018)
Published in NPJ digital medicine (01.12.2018)
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A large language model for electronic health records
Yang, Xi, Chen, Aokun, PourNejatian, Nima, Shin, Hoo Chang, Smith, Kaleb E, Parisien, Christopher, Compas, Colin, Martin, Cheryl, Costa, Anthony B, Flores, Mona G, Zhang, Ying, Magoc, Tanja, Harle, Christopher A, Lipori, Gloria, Mitchell, Duane A, Hogan, William R, Shenkman, Elizabeth A, Bian, Jiang, Wu, Yonghui
Published in NPJ digital medicine (26.12.2022)
Published in NPJ digital medicine (26.12.2022)
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Comparing scientific abstracts generated by ChatGPT to real abstracts with detectors and blinded human reviewers
Gao, Catherine A, Howard, Frederick M, Markov, Nikolay S, Dyer, Emma C, Ramesh, Siddhi, Luo, Yuan, Pearson, Alexander T
Published in NPJ digital medicine (26.04.2023)
Published in NPJ digital medicine (26.04.2023)
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Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis
Aggarwal, Ravi, Sounderajah, Viknesh, Martin, Guy, Ting, Daniel S W, Karthikesalingam, Alan, King, Dominic, Ashrafian, Hutan, Darzi, Ara
Published in NPJ digital medicine (07.04.2021)
Published in NPJ digital medicine (07.04.2021)
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Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
Alber, Mark, Buganza Tepole, Adrian, Cannon, William R, De, Suvranu, Dura-Bernal, Salvador, Garikipati, Krishna, Karniadakis, George, Lytton, William W, Perdikaris, Paris, Petzold, Linda, Kuhl, Ellen
Published in NPJ digital medicine (25.11.2019)
Published in NPJ digital medicine (25.11.2019)
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Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
Rasmy, Laila, Xiang, Yang, Xie, Ziqian, Tao, Cui, Zhi, Degui
Published in NPJ digital medicine (20.05.2021)
Published in NPJ digital medicine (20.05.2021)
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Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare
Cirillo, Davide, Catuara-Solarz, Silvina, Morey, Czuee, Guney, Emre, Subirats, Laia, Mellino, Simona, Gigante, Annalisa, Valencia, Alfonso, Rementeria, María José, Chadha, Antonella Santuccione, Mavridis, Nikolaos
Published in NPJ digital medicine (01.06.2020)
Published in NPJ digital medicine (01.06.2020)
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Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review
de Hond, Anne A H, Leeuwenberg, Artuur M, Hooft, Lotty, Kant, Ilse M J, Nijman, Steven W J, van Os, Hendrikus J A, Aardoom, Jiska J, Debray, Thomas P A, Schuit, Ewoud, van Smeden, Maarten, Reitsma, Johannes B, Steyerberg, Ewout W, Chavannes, Niels H, Moons, Karel G M
Published in NPJ digital medicine (10.01.2022)
Published in NPJ digital medicine (10.01.2022)
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The use of photoplethysmography for assessing hypertension
Elgendi, Mohamed, Fletcher, Richard, Liang, Yongbo, Howard, Newton, Lovell, Nigel H, Abbott, Derek, Lim, Kenneth, Ward, Rabab
Published in NPJ digital medicine (26.06.2019)
Published in NPJ digital medicine (26.06.2019)
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Digital health: a path to validation
Mathews, Simon C, McShea, Michael J, Hanley, Casey L, Ravitz, Alan, Labrique, Alain B, Cohen, Adam B
Published in NPJ digital medicine (01.12.2019)
Published in NPJ digital medicine (01.12.2019)
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