基本信息
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Career Trajectory
Bio
Duncan and his research team performed seminal work starting in 1987 on the use of parameterized global shape models to incorporate a notion of known prior object shape into the segmentation process using a Bayesian reasoning strategy, helping lead the way towards the use of strategies for automatically finding certain known anatomical structure from any of a variety of medical (e.g. computer tomography (CT), magnetic resonance imaging (MRI), ultrasound) and biological (e.g. confocal microscopy) images.
The strategies he developed have resulted in major advances in bioimaging. He and his research collaborators have applied these strategies to locate the cortical gray matter layer and a variety of co-localized subcortical gray matter structures in the brain as well as to locate the structure near the prostate gland. More recently, Duncan’s team has begun to show that these same techniques will be useful for estimating gray matter-constrained activations from functional MRI data and could help guide the recovery of quantitative biochemical information from MR spectroscopy.
The strategies he developed have resulted in major advances in bioimaging. He and his research collaborators have applied these strategies to locate the cortical gray matter layer and a variety of co-localized subcortical gray matter structures in the brain as well as to locate the structure near the prostate gland. More recently, Duncan’s team has begun to show that these same techniques will be useful for estimating gray matter-constrained activations from functional MRI data and could help guide the recovery of quantitative biochemical information from MR spectroscopy.
Research Interests
Papers共 681 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou,Xiongchao Chen,Huidong Xie,Qiong Liu,Xueqi Guo,Yu-Jung Tsai,Vladimir Y. Panin,Takuya Toyonaga,James S. Duncan,
CoRR (2024)
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Shankar Subramaniam, Metin Akay, Mark A. Anastasio, Vasudev Bailey,David Boas, Paolo Bonato,Ashutosh Chilkoti, Jennifer R. Cochran,Vicki Colvin, Tejal A. Desai,James S. Duncan, Frederick H. Epstein,
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1536-1540, (2024)
Journal of Fluid Mechanics (2024)
NMR in biomedicineno. 8 (2024): e5145-e5145
FEMS yeast research (2024)
IEEE TRANSACTIONS ON MEDICAL IMAGINGno. 5 (2024): 2010-2020
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