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Collaborations and top research areas from the last five years
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Abn-BLIP: Abnormality-aligned Bootstrapping Language-Image Pre-training for pulmonary embolism diagnosis and report generation from CTPA
Zhong, Z., Wang, Y., Bi, L., Ma, Z., Ahn, S. H., Mullin, C. J., Greineder, C. F., Atalay, M. K., Collins, S., Baird, G. L., Lin, C. T., Stayman, J. W., Kolb, T. M., Kamel, I., Bai, H. X. & Jiao, Z., Jan 2026, In: Medical image analysis. 107, 103786.Research output: Contribution to journal › Article › peer-review
Open Access -
A Dataset and Benchmark for Enhancing Retained Foreign Object Detection Through Physics-Based Image Synthesis
Zhou, L., Wang, Y., Shi, V., Feng, J., Zhao, L. M., Atagu, N., Madhu, P., Mehta, T., Trivedi, P., Lin, C. T., Stayman, W., Eng, J., Johnson, P., Haut, E. & Bai, H., 2026, Data Engineering in Medical Imaging - 3rd MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025, Proceedings. Bhattarai, B., Rau, A., Caramalau, R., Reinke, A., Nguyen, A., Namburete, A., Gyawali, P. & Stoyanov, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 147-156 10 p. (Lecture Notes in Computer Science; vol. 16191 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography
Teneggi, J., Stayman, J. W. & Sulam, J., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 45-55 11 p. (Lecture Notes in Computer Science; vol. 15973 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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3D Diffusion Posterior Sampling for CT Reconstruction
Teng, P., Jiang, X., Cai, L., Lee, E., Zhang, R., Zhou, J. & Stayman, J. W., 2025, Medical Imaging 2025: Physics of Medical Imaging. Sabol, J. M., Li, K. & Abbaszadeh, S. (eds.). SPIE, 134050X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13405).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Conditional Generative Diffusion Model of Trabecular Bone with Tunable Microstructure
Wang, X., Shi, G., Sivakumar, A., Ye, T., Sylvester, A., Stayman, J. W. & Zbijewski, W., 2025, Medical Imaging 2025: Clinical and Biomedical Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 134100B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13410).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution