Jacob, Joseph

5 publications

MIDL 2026 Scalable Detection of Undiagnosed ILD in Population Screening: A Multi-Cohort Study Using 3D Foundation Models Niccolò McConnell, Mehran Azimbagirad, Daryl O. Cheng, Daisuke Yamada, Ryoko Egashira, Robert Chapman, John McCabe, Shanshan Wang, David Lynch, Greg Kinney, Pardeep Vasudev, Paul Taylor, Daniel C. Alexander, Sam M. Janes, Joseph Jacob

MIDL 2025 4D-VQ-GAN: A World Model for Synthesizing Medical Scans at Any Time Point for Personalized Disease Progression Modeling of Idiopathic Pulmonary Fibrosis An Zhao, Moucheng Xu, Ahmed H. Shahin, Wim Wuyts, Mark G. Jones, Joseph Jacob, Daniel C. Alexander

MIDL 2023 Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation Mou-Cheng Xu, Yu-Kun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius deGroot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob

MIDL 2023 Survival Analysis for Idiopathic Pulmonary Fibrosis Using CT Images and Incomplete Clinical Data Ahmed Shahin, Joseph Jacob, Daniel Alexander, David Barber

NeurIPS 2020 Disentangling Human Error from Ground Truth in Segmentation of Medical Images Le Zhang, Ryutaro Tanno, Mou-Cheng Xu, Chen Jin, Joseph Jacob, Olga Cicarrelli, Frederik Barkhof, Daniel Alexander