Exploring Healthy Retinal Aging with Deep Learning
Menten, Martin J., Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje, Hagag, Ahmed M., Kaye, Rebecca, Riedl, Sophie, Traber, Ghislaine L., Hassan, Osama N., Pawlowski, Nick, Glocker, Ben, Fritsche, Lars G., Scholl, Hendrik P.N., Sivaprasad, Sobha, Schmidt-Erfurth, Ursula, Rueckert, Daniel, Lotery, Andrew J.
Published in Ophthalmology science (Online) (01.09.2023)
Published in Ophthalmology science (Online) (01.09.2023)
Get full text
Journal Article
Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI
Valindria, Vanya V., Pawlowski, Nick, Rajchl, Martin, Lavdas, Ioannis, Aboagye, Eric O., Rockall, Andrea G., Rueckert, Daniel, Glocker, Ben
Published in 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2018)
Published in 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2018)
Get full text
Conference Proceeding
TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors
Lee, Matthew Chung Hai, Petersen, Kersten, Pawlowski, Nick, Glocker, Ben, Schaap, Michiel
Published in IEEE transactions on medical imaging (01.11.2019)
Published in IEEE transactions on medical imaging (01.11.2019)
Get full text
Journal Article
Normative ascent with local gaussians for unsupervised lesion detection
Chen, Xiaoran, Pawlowski, Nick, Glocker, Ben, Konukoglu, Ender
Published in Medical image analysis (01.12.2021)
Published in Medical image analysis (01.12.2021)
Get full text
Journal Article
Current AI applications in neurology: Brain imaging
Arbel, Tal, Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas, Pawlowski, Nick
Published in Journal of the neurological sciences (01.12.2023)
Published in Journal of the neurological sciences (01.12.2023)
Get full text
Journal Article
Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions
Guha Roy, Abhijit, Ren, Jie, Azizi, Shekoofeh, Loh, Aaron, Natarajan, Vivek, Mustafa, Basil, Pawlowski, Nick, Freyberg, Jan, Liu, Yuan, Beaver, Zach, Vo, Nam, Bui, Peggy, Winter, Samantha, MacWilliams, Patricia, Corrado, Greg S., Telang, Umesh, Liu, Yun, Cemgil, Taylan, Karthikesalingam, Alan, Lakshminarayanan, Balaji, Winkens, Jim
Published in Medical image analysis (01.01.2022)
Published in Medical image analysis (01.01.2022)
Get full text
Journal Article
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
Dvijotham, Krishnamurthy Dj, Winkens, Jim, Barsbey, Melih, Ghaisas, Sumedh, Stanforth, Robert, Pawlowski, Nick, Strachan, Patricia, Ahmed, Zahra, Azizi, Shekoofeh, Bachrach, Yoram, Culp, Laura, Daswani, Mayank, Freyberg, Jan, Kelly, Christopher, Kiraly, Atilla, Kohlberger, Timo, McKinney, Scott, Mustafa, Basil, Natarajan, Vivek, Geras, Krzysztof, Witowski, Jan, Qin, Zhi Zhen, Creswell, Jacob, Shetty, Shravya, Sieniek, Marcin, Spitz, Terry, Corrado, Greg, Kohli, Pushmeet, Cemgil, Taylan, Karthikesalingam, Alan
Published in Nature medicine (01.07.2023)
Published in Nature medicine (01.07.2023)
Get full text
Journal Article
Unsupervised Lesion Detection with Locally Gaussian Approximation
Chen, Xiaoran, Pawlowski, Nick, Glocker, Ben, Konukoglu, Ender
Published in Machine Learning in Medical Imaging (10.10.2019)
Published in Machine Learning in Medical Imaging (10.10.2019)
Get full text
Book Chapter
Structured Uncertainty in the Observation Space of Variational Autoencoders
Langley, James, Monteiro, Miguel, Jones, Charles, Pawlowski, Nick, Glocker, Ben
Published in arXiv.org (01.11.2022)
Published in arXiv.org (01.11.2022)
Get full text
Paper
Journal Article
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs
Durso-Finley, Joshua, Barile, Berardino, Falet, Jean-Pierre, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Published in arXiv.org (18.06.2024)
Published in arXiv.org (18.06.2024)
Get full text
Paper
Journal Article
Towards Causal Foundation Model: on Duality between Causal Inference and Attention
Zhang, Jiaqi, Jennings, Joel, Agrin Hilmkil, Pawlowski, Nick, Zhang, Cheng, Ma, Chao
Published in arXiv.org (03.06.2024)
Published in arXiv.org (03.06.2024)
Get full text
Paper
Journal Article
Deep Structural Causal Models for Tractable Counterfactual Inference
Get full text
Paper
Journal Article
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
Annadani, Yashas, Pawlowski, Nick, Jennings, Joel, Bauer, Stefan, Zhang, Cheng, Gong, Wenbo
Published in arXiv.org (08.12.2023)
Published in arXiv.org (08.12.2023)
Get full text
Paper
Journal Article
Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models
Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Published in arXiv.org (10.08.2023)
Published in arXiv.org (10.08.2023)
Get full text
Paper
Journal Article