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Joseph Jacob

Identifiers

  • name variant Joseph Jacob 0.60 · backfill

Papers (26)

  1. A computationally frugal open-source foundation model for thoracic disease detection in lung cancer screening programs eess.IV · 2025 · author #16
  2. Offset geometry for extended field-of-view in multi-contrast and multi-scale X-ray microtomography of lung cancer lobectomy specimens physics.med-ph · 2025 · author #15
  3. 4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis eess.IV · 2025 · author #6
  4. MRI Parameter Mapping via Gaussian Mixture VAE: Breaking the Assumption of Independent Pixels eess.IV · 2024 · author #5
  5. Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology cs.HC · 2024 · author #25
  6. Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology cs.HC · 2024 · author #5
  7. CenTime: Event-Conditional Modelling of Censoring in Survival Analysis cs.LG · 2023 · author #5
  8. A 3D deep learning classifier and its explainability when assessing coronary artery disease eess.IV · 2023 · author #14
  9. Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance eess.IV · 2023 · author #17
  10. Expectation Maximization Pseudo Labels cs.CV · 2023 · author #8
  11. A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study cs.LG · 2023 · author #8
  12. Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis eess.IV · 2022 · author #10
  13. Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors eess.IV · 2022 · author #10
  14. Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation cs.CV · 2022 · author #8
  15. Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning eess.IV · 2022 · author #13
  16. Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data eess.IV · 2022 · author #2
  17. Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation cs.CV · 2022 · author #9
  18. Evaluation of automated airway morphological quantification for assessing fibrosing lung disease physics.med-ph · 2021 · author #24
  19. MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels cs.CV · 2021 · author #7
  20. Learning to Address Intra-segment Misclassification in Retinal Imaging eess.IV · 2021 · author #5
  21. Disentangling Human Error from the Ground Truth in Segmentation of Medical Images cs.CV · 2020 · author #5
  22. Learning To Pay Attention To Mistakes cs.CV · 2020 · author #4
  23. The challenges of deploying artificial intelligence models in a rapidly evolving pandemic cs.CY · 2020 · author #2
  24. Reproducibility of an airway tapering measurement in CT with application to bronchiectasis cs.CV · 2019 · author #5
  25. Tapering Analysis of Airways with Bronchiectasis eess.IV · 2019 · author #7
  26. Modelling Airway Geometry as Stock Market Data using Bayesian Changepoint Detection cs.LG · 2019 · author #10

Mentions

  • 2507.01881 #16 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2502.10322 #15 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2502.05713 #6 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2308.00009 #14 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2411.10772 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2308.00008 #17 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2405.05299 #25 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2402.14252 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2305.01747 #8 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2309.03851 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2110.12179 #7 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2303.10789 #8 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2208.04435 #8 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2208.14141 #10 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2208.10320 #10 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2203.10196 #9 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2203.16606 #13 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2203.11391 #2 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2104.12138 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2111.10443 #24 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2007.15963 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2007.15131 #4 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 2005.12137 #2 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 1906.12225 #10 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 1909.07454 #5 · arxiv_oai · confidence 0.70 Joseph Jacob
  • 1909.06604 #7 · arxiv_oai · confidence 0.70 Joseph Jacob

Frequent Coauthors