Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study

BibTeX

@article{allodium:10.1038/s41551-026-01812-6,
  title = {Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study},
  author = {Vishwanatha M. Rao and Emma Chen and Agustina Saenz and Oishi Banerjee and Henrik Marklund and Lucas Bijnens and Sung Eun Kim and Evan Zucker and Susan Shelmerdine and Jeremy Palacio and Kent Ryan Kleinschmidt and Sathvik Suryadevara and Sri Sai Dinesh Jaliparthi and Jiaxi Lu and Rithvik Akula and Mario Scala and Julian F. Niedermair and Nikolaus Stranger and Sebastian Tschauner and Georg M. Schmölzer and Maria Jose Veloza Vega and Juan Sebastián Osorio Valencia and Oscar Jaramillo Robledo and Oscar Julian López Uribe and Saif Afat and Thomas Küstner and Soroosh Tayebi Arasteh and Daniel Truhn and Kelsey L. Pomykala and Jens Kleesiek and Naela Himayati Afifah and Rozan M. Irfan and Reza Shahriarirad and Amirhossein Erfani and Israel Amirav and Moria Be’er and Yasuhito Mitsuyama and Daiju Ueda and Alain S. Abi-Ghanem and Safaa Al Zakleet and Mossad Abdelhak Shaban Mohamed and Wan Irfan Bin W Mustapha and Naila Nizami and Rafeah Khan and Khalid Al-Kharazi and Zafar Iqbal and Abdullah Al Shahrani and Amna Kashgari and Tijana Prodanovic and Nikola Prodanovic and Desmond Shi Wei Lim and James Thomas Patrick Decourcy Hallinan and Phumza Nongena and Melissa Louise Cooke and Montserrat Bret-Zurita and Almudena Alonso-Ojembarrena and Alexandra Nemes and Yung-Chieh Lin and Wei-Ting Lin and Wen-Hui Fang and Chin Lin and Atchara Mahayosnond and Sira Sriswasdi and Piyapong Khumrin and Suphakris Tanmuk and Didem Arman and Serdar Cömert and Serdar Alan and Umit Ayse Tandircioglu and David Andrew Mong and Esther Chung and Michael Sadler and Morgan P. McBee and Richard H. Jones and Pranav Rajpurkar},
  year = {2026},
  journal = {Nature Biomedical Engineering},
  doi = {10.1038/s41551-026-01812-6},
  url = {https://doi.org/10.1038/s41551-026-01812-6}
}

RIS

TY  - JOUR
TI  - Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study
AU  - Vishwanatha M. Rao
AU  - Emma Chen
AU  - Agustina Saenz
AU  - Oishi Banerjee
AU  - Henrik Marklund
AU  - Lucas Bijnens
AU  - Sung Eun Kim
AU  - Evan Zucker
AU  - Susan Shelmerdine
AU  - Jeremy Palacio
AU  - Kent Ryan Kleinschmidt
AU  - Sathvik Suryadevara
AU  - Sri Sai Dinesh Jaliparthi
AU  - Jiaxi Lu
AU  - Rithvik Akula
AU  - Mario Scala
AU  - Julian F. Niedermair
AU  - Nikolaus Stranger
AU  - Sebastian Tschauner
AU  - Georg M. Schmölzer
AU  - Maria Jose Veloza Vega
AU  - Juan Sebastián Osorio Valencia
AU  - Oscar Jaramillo Robledo
AU  - Oscar Julian López Uribe
AU  - Saif Afat
AU  - Thomas Küstner
AU  - Soroosh Tayebi Arasteh
AU  - Daniel Truhn
AU  - Kelsey L. Pomykala
AU  - Jens Kleesiek
AU  - Naela Himayati Afifah
AU  - Rozan M. Irfan
AU  - Reza Shahriarirad
AU  - Amirhossein Erfani
AU  - Israel Amirav
AU  - Moria Be’er
AU  - Yasuhito Mitsuyama
AU  - Daiju Ueda
AU  - Alain S. Abi-Ghanem
AU  - Safaa Al Zakleet
AU  - Mossad Abdelhak Shaban Mohamed
AU  - Wan Irfan Bin W Mustapha
AU  - Naila Nizami
AU  - Rafeah Khan
AU  - Khalid Al-Kharazi
AU  - Zafar Iqbal
AU  - Abdullah Al Shahrani
AU  - Amna Kashgari
AU  - Tijana Prodanovic
AU  - Nikola Prodanovic
AU  - Desmond Shi Wei Lim
AU  - James Thomas Patrick Decourcy Hallinan
AU  - Phumza Nongena
AU  - Melissa Louise Cooke
AU  - Montserrat Bret-Zurita
AU  - Almudena Alonso-Ojembarrena
AU  - Alexandra Nemes
AU  - Yung-Chieh Lin
AU  - Wei-Ting Lin
AU  - Wen-Hui Fang
AU  - Chin Lin
AU  - Atchara Mahayosnond
AU  - Sira Sriswasdi
AU  - Piyapong Khumrin
AU  - Suphakris Tanmuk
AU  - Didem Arman
AU  - Serdar Cömert
AU  - Serdar Alan
AU  - Umit Ayse Tandircioglu
AU  - David Andrew Mong
AU  - Esther Chung
AU  - Michael Sadler
AU  - Morgan P. McBee
AU  - Richard H. Jones
AU  - Pranav Rajpurkar
PY  - 2026
JO  - Nature Biomedical Engineering
DO  - 10.1038/s41551-026-01812-6
UR  - https://doi.org/10.1038/s41551-026-01812-6
ER  - 

APA

Rao, V. M., Chen, E., Saenz, A., Banerjee, O., Marklund, H., Bijnens, L., Kim, S. E., Zucker, E., Shelmerdine, S., Palacio, J., Kleinschmidt, K. R., Suryadevara, S., Jaliparthi, S. S. D., Lu, J., Akula, R., Scala, M., Niedermair, J. F., Stranger, N., Tschauner, S., Schmölzer, G. M., Vega, M. J. V., Valencia, J. S. O., Robledo, O. J., Uribe, O. J. L., Afat, S., Küstner, T., Arasteh, S. T., Truhn, D., Pomykala, K. L., Kleesiek, J., Afifah, N. H., Irfan, R. M., Shahriarirad, R., Erfani, A., Amirav, I., Be’er, M., Mitsuyama, Y., Ueda, D., Abi-Ghanem, A. S., Zakleet, S. A., Mohamed, M. A. S., Mustapha, W. I. B. W., Nizami, N., Khan, R., Al-Kharazi, K., Iqbal, Z., Shahrani, A. A., Kashgari, A., Prodanovic, T., Prodanovic, N., Lim, D. S. W., Hallinan, J. T. P. D., Nongena, P., Cooke, M. L., Bret-Zurita, M., Alonso-Ojembarrena, A., Nemes, A., Lin, Y., Lin, W., Fang, W., Lin, C., Mahayosnond, A., Sriswasdi, S., Khumrin, P., Tanmuk, S., Arman, D., Cömert, S., Alan, S., Tandircioglu, U. A., Mong, D. A., Chung, E., Sadler, M., McBee, M. P., Jones, R. H., & Rajpurkar, P. (2026). Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study. Nature Biomedical Engineering. https://doi.org/10.1038/s41551-026-01812-6