Zobrazeno 1 - 10
of 936
pro vyhledávání: '"Ramadass P"'
Autor:
Gao, Chenyu, Kim, Michael E., Ramadass, Karthik, Kanakaraj, Praitayini, Krishnan, Aravind R., Saunders, Adam M., Newlin, Nancy R., Lee, Ho Hin, Yang, Qi, Taylor, Warren D., Boyd, Brian D., Beason-Held, Lori L., Resnick, Susan M., Barnes, Lisa L., Bennett, David A., Van Schaik, Katherine D., Archer, Derek B., Hohman, Timothy J., Jefferson, Angela L., Išgum, Ivana, Moyer, Daniel, Huo, Yuankai, Schilling, Kurt G., Zuo, Lianrui, Bao, Shunxing, Khairi, Nazirah Mohd, Li, Zhiyuan, Davatzikos, Christos, Landman, Bennett A.
Estimated brain age from magnetic resonance image (MRI) and its deviation from chronological age can provide early insights into potential neurodegenerative diseases, supporting early detection and implementation of prevention strategies. Diffusion M
Externí odkaz:
http://arxiv.org/abs/2410.22454
Autor:
Kim, Michael E., Gao, Chenyu, Ramadass, Karthik, Kanakaraj, Praitayini, Newlin, Nancy R., Rudravaram, Gaurav, Schilling, Kurt G., Dewey, Blake E., Bennett, David A., OBryant, Sid, Barber, Robert C., Archer, Derek, Hohman, Timothy J., Bao, Shunxing, Li, Zhiyuan, Landman, Bennett A., Khairi, Nazirah Mohd, Initiative, The Alzheimers Disease Neuroimaging, Team, The HABSHD Study
Proper quality control (QC) is time consuming when working with large-scale medical imaging datasets, yet necessary, as poor-quality data can lead to erroneous conclusions or poorly trained machine learning models. Most efforts to reduce data QC time
Externí odkaz:
http://arxiv.org/abs/2409.17286
This work addresses the persistent challenges of substantial training time and GPU resource requirements even when training lightweight encoder-vocoder models for Textless NLP. We reduce training steps significantly while improving performance by a)
Externí odkaz:
http://arxiv.org/abs/2409.19015
Autor:
Kim, Michael E., Ramadass, Karthik, Gao, Chenyu, Kanakaraj, Praitayini, Newlin, Nancy R., Rudravaram, Gaurav, Schilling, Kurt G., Dewey, Blake E., Archer, Derek, Hohman, Timothy J., Li, Zhiyuan, Bao, Shunxing, Landman, Bennett A., Khairi, Nazirah Mohd
Curating, processing, and combining large-scale medical imaging datasets from national studies is a non-trivial task due to the intense computation and data throughput required, variability of acquired data, and associated financial overhead. Existin
Externí odkaz:
http://arxiv.org/abs/2408.14611
Publikováno v:
Journal of Family Medicine and Primary Care, Vol 13, Iss 10, Pp 4299-4307 (2024)
Introduction Noncommunicable diseases are a leading cause of death worldwide, claiming 41 million lives annually. Notably, type 2 diabetes not only presents well-known complications but also increases the risk of cardiovascular disease silently. Furt
Externí odkaz:
https://doaj.org/article/6667f604a98345afa6456d013d235780
Autor:
Deepti K. Sharma, Balamurugan Ramadass, Stuart A. Callary, Anthony Meade, Rishikesh Dash, Robyn Clothier, Gerald J. Atkins, L. Bogdan Solomon, Boopalan Ramasamy
Publikováno v:
Nutrition Journal, Vol 23, Iss 1, Pp 1-9 (2024)
Abstract Background Prosthetic Joint Infection (PJI) is the most devastating complication of arthroplasty surgery and affects 1–5% of patients. Despite strict adherence to aseptic protocols and preventive measures, infection is the most common reas
Externí odkaz:
https://doaj.org/article/e5a383d67c5641259a123b84be9e2adf
Autor:
Yao, Tianyuan, Rheault, Francois, Cai, Leon Y, nath, Vishwesh, Asad, Zuhayr, Newlin, Nancy, Cui, Can, Deng, Ruining, Ramadass, Karthik, Shafer, Andrea, Resnick, Susan, Schilling, Kurt, Landman, Bennett A., Huo, Yuankai
Diffusion-weighted magnetic resonance imaging (DW-MRI) is a critical imaging method for capturing and modeling tissue microarchitecture at a millimeter scale. A common practice to model the measured DW-MRI signal is via fiber orientation distribution
Externí odkaz:
http://arxiv.org/abs/2306.02900
Autor:
Remedios, Lucas W., Cai, Leon Y., Remedios, Samuel W., Ramadass, Karthik, Krishnan, Aravind, Deng, Ruining, Cui, Can, Bao, Shunxing, Coburn, Lori A., Huo, Yuankai, Landman, Bennett A.
Deep learning has made great strides in medical imaging, enabled by hardware advances in GPUs. One major constraint for the development of new models has been the saturation of GPU memory resources during training. This is especially true in computat
Externí odkaz:
http://arxiv.org/abs/2304.12149
Autor:
Yao, Tianyuan, Newlin, Nancy, Kanakaraj, Praitayini, nath, Vishwesh, Cai, Leon Y, Ramadass, Karthik, Schilling, Kurt, Landman, Bennett A., Huo, Yuankai
Diffusion-weighted (DW) MRI measures the direction and scale of the local diffusion process in every voxel through its spectrum in q-space, typically acquired in one or more shells. Recent developments in micro-structure imaging and multi-tissue deco
Externí odkaz:
http://arxiv.org/abs/2303.16376
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract The navigational accuracy of sea animals and trans-ocean birds provides inspiration in using geo-magnetic field (GMF) for realizing strategic truly autonomous underwater vehicles (AUV) capable of determining their absolute position on earth,
Externí odkaz:
https://doaj.org/article/cea77a564d6542eaaee34bd1470736e4