International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs

Emma Chen, Agustina Saenz, Oishi Banerjee, Henrik Marklund, Xiaoman Zhang, Shreya Johri, Hong-Yu Zhou, Luyang Luo, Subathra Adithan, Kay Wu, Siddhant Dogra, Vijay Janapa Reddi, Dominic Buensalido, Helen Kavnoudias, Roman Kloeckner, Lukas Müller, Emmanuel Salinas-Miranda, Maria José Veloza Vega, Johannes Kolck, Tobias Penzkofer, Daiju Ueda, Shannon L. Walston, Armin Alvaro Quispe-Cornejo, Michele Salvagno, Christopher Lee, Jonathan Fournier, Rosa Patricia Castillo, Cibele Luna, Tara Bahramipour, Amanda Zuback, Rickmer Braren, Petra Jiraskova, Yutthaphan Wannasopha, Piyapong Khumrin, Desmond Lim Shi Wei Wei, James Thomas Patrick Decourcy Hallinan, Zhicheng Jiao, Thomas Yi, Juana Maria Plasencia Martinez, Nuria Isabel Casado Alarcon, Franz A. Fellner, Julian F. Niedermair, Derek Wu, Dongkeun Kim, Johannes Haubold, Lars Heiliger, Daniel Pérez-Chada, Pablo Pratesi, Ryan Cummings, Narges Razavian, Anastasia Oikonomou, William T. Tran, Thomas Küstner, Saif Afat, Adrienne N. Dula, Justin F. Rousseau, Franko Hržić, Michael Fuchsjäger, Pranav Rajpurkar

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DOI: 10.1056/aioa2500522
Published: 2026-01-01
Container: NEJM AI
Publisher: Massachusetts Medical Society
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1056/aioa2500522,
  title = {International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs},
  author = {Emma Chen and Agustina Saenz and Oishi Banerjee and Henrik Marklund and Xiaoman Zhang and Shreya Johri and Hong-Yu Zhou and Luyang Luo and Subathra Adithan and Kay Wu and Siddhant Dogra and Vijay Janapa Reddi and Dominic Buensalido and Helen Kavnoudias and Roman Kloeckner and Lukas Müller and Emmanuel Salinas-Miranda and Maria José Veloza Vega and Johannes Kolck and Tobias Penzkofer and Daiju Ueda and Shannon L. Walston and Armin Alvaro Quispe-Cornejo and Michele Salvagno and Christopher Lee and Jonathan Fournier and Rosa Patricia Castillo and Cibele Luna and Tara Bahramipour and Amanda Zuback and Rickmer Braren and Petra Jiraskova and Yutthaphan Wannasopha and Piyapong Khumrin and Desmond Lim Shi Wei Wei and James Thomas Patrick Decourcy Hallinan and Zhicheng Jiao and Thomas Yi and Juana Maria Plasencia Martinez and Nuria Isabel Casado Alarcon and Franz A. Fellner and Julian F. Niedermair and Derek Wu and Dongkeun Kim and Johannes Haubold and Lars Heiliger and Daniel Pérez-Chada and Pablo Pratesi and Ryan Cummings and Narges Razavian and Anastasia Oikonomou and William T. Tran and Thomas Küstner and Saif Afat and Adrienne N. Dula and Justin F. Rousseau and Franko Hržić and Michael Fuchsjäger and Pranav Rajpurkar},
  year = {2026},
  journal = {NEJM AI},
  doi = {10.1056/aioa2500522},
  url = {https://doi.org/10.1056/aioa2500522}
}

RIS

TY  - JOUR
TI  - International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs
AU  - Emma Chen
AU  - Agustina Saenz
AU  - Oishi Banerjee
AU  - Henrik Marklund
AU  - Xiaoman Zhang
AU  - Shreya Johri
AU  - Hong-Yu Zhou
AU  - Luyang Luo
AU  - Subathra Adithan
AU  - Kay Wu
AU  - Siddhant Dogra
AU  - Vijay Janapa Reddi
AU  - Dominic Buensalido
AU  - Helen Kavnoudias
AU  - Roman Kloeckner
AU  - Lukas Müller
AU  - Emmanuel Salinas-Miranda
AU  - Maria José Veloza Vega
AU  - Johannes Kolck
AU  - Tobias Penzkofer
AU  - Daiju Ueda
AU  - Shannon L. Walston
AU  - Armin Alvaro Quispe-Cornejo
AU  - Michele Salvagno
AU  - Christopher Lee
AU  - Jonathan Fournier
AU  - Rosa Patricia Castillo
AU  - Cibele Luna
AU  - Tara Bahramipour
AU  - Amanda Zuback
AU  - Rickmer Braren
AU  - Petra Jiraskova
AU  - Yutthaphan Wannasopha
AU  - Piyapong Khumrin
AU  - Desmond Lim Shi Wei Wei
AU  - James Thomas Patrick Decourcy Hallinan
AU  - Zhicheng Jiao
AU  - Thomas Yi
AU  - Juana Maria Plasencia Martinez
AU  - Nuria Isabel Casado Alarcon
AU  - Franz A. Fellner
AU  - Julian F. Niedermair
AU  - Derek Wu
AU  - Dongkeun Kim
AU  - Johannes Haubold
AU  - Lars Heiliger
AU  - Daniel Pérez-Chada
AU  - Pablo Pratesi
AU  - Ryan Cummings
AU  - Narges Razavian
AU  - Anastasia Oikonomou
AU  - William T. Tran
AU  - Thomas Küstner
AU  - Saif Afat
AU  - Adrienne N. Dula
AU  - Justin F. Rousseau
AU  - Franko Hržić
AU  - Michael Fuchsjäger
AU  - Pranav Rajpurkar
PY  - 2026
JO  - NEJM AI
DO  - 10.1056/aioa2500522
UR  - https://doi.org/10.1056/aioa2500522
ER  -

APA

Chen, E., Saenz, A., Banerjee, O., Marklund, H., Zhang, X., Johri, S., Zhou, H., Luo, L., Adithan, S., Wu, K., Dogra, S., Reddi, V. J., Buensalido, D., Kavnoudias, H., Kloeckner, R., Müller, L., Salinas-Miranda, E., Vega, M. J. V., Kolck, J., Penzkofer, T., Ueda, D., Walston, S. L., Quispe-Cornejo, A. A., Salvagno, M., Lee, C., Fournier, J., Castillo, R. P., Luna, C., Bahramipour, T., Zuback, A., Braren, R., Jiraskova, P., Wannasopha, Y., Khumrin, P., Wei, D. L. S. W., Hallinan, J. T. P. D., Jiao, Z., Yi, T., Martinez, J. M. P., Alarcon, N. I. C., Fellner, F. A., Niedermair, J. F., Wu, D., Kim, D., Haubold, J., Heiliger, L., Pérez-Chada, D., Pratesi, P., Cummings, R., Razavian, N., Oikonomou, A., Tran, W. T., Küstner, T., Afat, S., Dula, A. N., Rousseau, J. F., Hržić, F., Fuchsjäger, M., & Rajpurkar, P. (2026). International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs. NEJM AI. https://doi.org/10.1056/aioa2500522

Source records

crossref · retrieved 2026-11-10T10:38:39.373Z