Research
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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-N枚tzel, D., R盲dsch, T., 鈥� J盲ger, P. F. (2024). Read MoreApril 22, 2024
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Understanding metric-related pitfalls in image analysis validation
Reinke, A., Tizabi, M. D., Baumgartner, M., Eisenmann, M., Heckmann-N枚tzel, D., Kavur, A. E., R盲dsch, 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., 鈥� Maier-Hein, L. (2024). Read MoreApril 22, 2024
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Quantification of mediation effects of white matter functional characteristics on cognitive decline in aging
Li, M., Schilling, K. G., Gao, F., Xu, L., Choi, S., Gao, Y., Zu, Z., Anderson, A. W., Ding, Z., Landman, B. A., & Gore, J. C. (2024). Quantification of mediation effects of white matter functional characteristics on cognitive decline in aging. Cerebral Cortex (New York, N.Y.鈥�:… Read MoreApril 22, 2024
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Correlates of life course physical activity in participants of the Baltimore longitudinal study of aging
Moore, A. Z., Simonsick, E. M., Landman, B., Schrack, J., Wanigatunga, A. A., & Ferrucci, L. (2024). Correlates of life course physical activity in participants of the Baltimore longitudinal study of aging. Aging Cell. https://doi.org/10.1111/ACEL.14078 A study involving participants from the Baltimore Longitudinal Study of Aging examined… Read MoreApril 22, 2024
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Perivascular space burden interacts with APOE-蔚4 status on cognition in older adults
Gogniat, M. A., Khan, O. A., Bown, C. W., Liu, D., Pechman, K. R., Taylor Davis, L., Gifford, K. A., Landman, B. A., Hohman, T. J., & Jefferson, A. L. (2024). Perivascular space burden interacts with APOE-蔚4 status on cognition in older adults. Neurobiology of Aging, 136,… Read MoreApril 22, 2024
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Influence of preprocessing, distortion correction and cardiac triggering on the quality of diffusion MR images of spinal cord
Schilling, K. G., Combes, A. J. E., Ramadass, K., Rheault, F., Sweeney, G., Prock, L., Sriram, S., Cohen-Adad, J., Gore, J. C., Landman, B. A., Smith, S. A., & O鈥橤rady, K. P. (2024). Influence of preprocessing, distortion correction and cardiac triggering on the quality of diffusion MR… Read MoreApril 22, 2024
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Volumetric brain MRI signatures of heart failure with preserved ejection fraction in the setting of dementia
Bermudez, C., Kerley, C. I., Ramadass, K., Farber-Eger, E. H., Lin, Y. C., Kang, H., Taylor, W. D., Wells, Q. S., & Landman, B. A. (2024). Volumetric brain MRI signatures of heart failure with preserved ejection fraction in the setting of dementia. Magnetic Resonance Imaging, 109, 49鈥�55. Read MoreApril 22, 2024
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Tradeoffs in alignment and assembly-based methods for structural variant detection with long-read sequencing data
Liu YH, Luo C, Golding SG, Ioffe JB, Zhou XM. Tradeoffs in alignment and assembly-based methods for structural variant detection with long-read sequencing data. Nat Commun. 2024 Mar 19;15(1):2447. doi: 10.1038/s41467-024-46614-z. PMID: 38503752; PMCID: PMC10951360. Researchers have systematically evaluated a range of tools designed to detect structural variants (SVs)… Read MoreApril 16, 2024
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Cross-scale multi-instance learning for pathological image diagnosis
Deng R, Cui C, Remedios LW, Bao S, Womick RM, Chiron S, Li J, Roland JT, Lau KS, Liu Q, Wilson KT, Wang Y, Coburn LA, Landman BA, Huo Y. Cross-scale multi-instance learning for pathological image diagnosis. Med Image Anal. 2024 Feb 27;94:103124. doi: 10.1016/j.media.2024.103124. Epub ahead of print. Read MoreApril 16, 2024
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DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images
Kanakaraj P, Yao T, Cai LY, Lee HH, Newlin NR, Kim ME, Gao C, Pechman KR, Archer D, Hohman T, Jefferson A, Beason-Held LL, Resnick SM; Alzheimer鈥檚 Disease Neuroimaging Initiative (ADNI); BIOCARD Study Team; Garyfallidis E, Anderson A, Schilling KG, Landman BA, Moyer D. DeepN4: Learning N4ITK Bias Field… Read MoreApril 16, 2024