Research
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Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation
Yilin Liu, Ruining Deng, Juming Xiong, Regina N. Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, and Yuankai Huo. “Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation.” Proceedings of SPIE Medical Imaging 2024 ÎåÒ»²è¹Ý¶ù: Digital and Computational Pathology, vol. 12933, 129330I, 2024 ÎåÒ»²è¹Ý¶ù. Eosinophilic esophagitis (EoE) is… Read MoreJun. 20, 2024 ÎåÒ»²è¹Ý¶ù
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FNPC-SAM: Uncertainty-Guided False Negative/Positive Control for SAM on Noisy Medical Images
Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris Oguz, Nadav Schwartz, Brett C. Byram, and Ipek Oguz. “FNPC-SAM: Uncertainty-guided False Negative/Positive Control for SAM on Noisy Medical Images.” Proceedings of SPIE Medical Imaging 2024 ÎåÒ»²è¹Ý¶ù: Image Processing, vol. 12926, 1292602, 2024 ÎåÒ»²è¹Ý¶ù,… Read MoreJun. 20, 2024 ÎåÒ»²è¹Ý¶ù
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All-in-SAM: From Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning
Can Cui, Ruining Deng, Quan Liu, Tianyuan Yao, Shunxing Bao, Lucas W. Remedios, Bennett A. Landman, Yucheng Tang, and Yuankai Huo. “All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning.” Journal of Physics: Conference Series, vol. 2722, 2023, The 4th Asia Conference on Computers and Communications (ACCC… Read MoreJun. 20, 2024 ÎåÒ»²è¹Ý¶ù
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Comprehensive behavioral and physiologic assessment of peripheral and central auditory function in individuals with mild traumatic brain injury
Stahl, A. N., Racca, J. M., Kerley, C. I., Anderson, A., Landman, B., Hood, L. J., Gifford, R. H., & Rex, T. S. (2024 ÎåÒ»²è¹Ý¶ù). Comprehensive behavioral and physiologic assessment of peripheral and central auditory function in individuals with mild traumatic brain injury. Hearing Research, 441. https://doi.org/10.1016/J.HEARES.2023.108928 The… Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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A deep neural network estimation of brain age is sensitive to cognitive impairment and decline
Yang, Y., Sathe, A., Schilling, K., Shashikumar, N., Moore, E., Dumitrescu, L., Pechman, K. R., Landman, B. A., Gifford, K. A., Hohman, T. J., Jefferson, A. L., & Archer, D. B. (2024 ÎåÒ»²è¹Ý¶ù). A deep neural network estimation of brain age is sensitive to cognitive impairment and decline. Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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Phenotyping Down syndrome: discovery and predictive modelling with electronic medical records
Nguyen, T. Q., Kerley, C. I., Key, A. P., Maxwell-Horn, A. C., Wells, Q. S., Neul, J. L., Cutting, L. E., & Landman, B. A. (2024 ÎåÒ»²è¹Ý¶ù). Phenotyping Down syndrome: discovery and predictive modelling with electronic medical records. Journal of Intellectual Disability Research. https://doi.org/10.1111/JIR.13124 A comprehensive two-part study… Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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Lung CT harmonization of paired reconstruction kernel images using generative adversarial networks
Krishnan, A. R., Xu, K., Li, T. Z., Remedios, L. W., Sandler, K. L., Maldonado, F., & Landman, B. A. (2024 ÎåÒ»²è¹Ý¶ù). Lung CT harmonization of paired reconstruction kernel images using generative adversarial networks. Medical Physics. https://doi.org/10.1002/MP.17028 In a study focused on the harmonization of reconstruction kernels in… Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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The mediation roles of intermuscular fat and inflammation in muscle mitochondrial associations with cognition and mobility
Tian, Q., Lee, P. R., Yang, Q., Moore, A. Z., Landman, B. A., Resnick, S. M., & Ferrucci, L. (2024 ÎåÒ»²è¹Ý¶ù). The mediation roles of intermuscular fat and inflammation in muscle mitochondrial associations with cognition and mobility. Journal of Cachexia, Sarcopenia and Muscle, 15(1), 138–148. https://doi.org/10.1002/JCSM.13413 A study… Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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Metrics reloaded: recommendations for image analysis validation
Maier-Hein, L., Reinke, A., Godau, P., Tizabi, M. D., Buettner, F., Christodoulou, E., Glocker, B., Isensee, F., Kleesiek, J., Kozubek, M., Reyes, M., Riegler, M. A., Wiesenfarth, M., Kavur, A. E., Sudre, C. H., Baumgartner, M., Eisenmann, M., Heckmann-Nötzel, D., Rädsch, T., … Jäger, P. F. (2024 ÎåÒ»²è¹Ý¶ù). Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù
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Understanding metric-related pitfalls in image analysis validation
Reinke, A., Tizabi, M. D., Baumgartner, M., Eisenmann, M., Heckmann-Nötzel, D., Kavur, A. E., Rädsch, T., Sudre, C. H., Acion, L., Antonelli, M., Arbel, T., Bakas, S., Benis, A., Buettner, F., Cardoso, M. J., Cheplygina, V., Chen, J., Christodoulou, E., Cimini, B. A., … Maier-Hein, L. (2024 ÎåÒ»²è¹Ý¶ù). Read MoreApr. 22, 2024 ÎåÒ»²è¹Ý¶ù