Zobrazeno 1 - 10
of 1 220
pro vyhledávání: '"Summers, P. M."'
Autor:
Jin, Qiao, Wan, Nicholas, Leaman, Robert, Tian, Shubo, Wang, Zhizheng, Yang, Yifan, Wang, Zifeng, Xiong, Guangzhi, Lai, Po-Ting, Zhu, Qingqing, Hou, Benjamin, Sarfo-Gyamfi, Maame, Zhang, Gongbo, Gilson, Aidan, Bhasuran, Balu, He, Zhe, Zhang, Aidong, Sun, Jimeng, Weng, Chunhua, Summers, Ronald M., Chen, Qingyu, Peng, Yifan, Lu, Zhiyong
Large language models (LLMs) represent a transformative class of AI tools capable of revolutionizing various aspects of healthcare by generating human-like responses across diverse contexts and adapting to novel tasks following human instructions. Th
Externí odkaz:
http://arxiv.org/abs/2410.18856
Autor:
Furcy, David, Summers, Scott M.
In this paper, we work in a 2D version of the probabilistic variant of Winfree's abstract Tile Assembly Model defined by Chandran, Gopalkrishnan and Reif (SICOMP 2012) in which attaching tiles are sampled uniformly with replacement. First, we develop
Externí odkaz:
http://arxiv.org/abs/2408.06241
Autor:
Hou, Benjamin, Lee, Sung-Won, Lee, Jung-Min, Koh, Christopher, Xiao, Jing, Pickhardt, Perry J., Summers, Ronald M.
Purpose: To evaluate the performance of an automated deep learning method in detecting ascites and subsequently quantifying its volume in patients with liver cirrhosis and ovarian cancer. Materials and Methods: This retrospective study included contr
Externí odkaz:
http://arxiv.org/abs/2406.15979
Autor:
Linker, Thomas M., Dagar, Ritika, Feinberg, Alexandra, Sahel-Schackis, Samuel, Nomura, Ken-ichi, Nakano, Aiichiro, Shimojo, Fuyuki, Vashishta, Priya, Bergmann, Uwe, Kling, Matthias F., Summers, Adam M.
High electric fields can significantly alter catalytic environments and the resultant chemical processes. Such fields arise naturally in biological systems but can also be artificially induced through localized excitations at nanoscale. Recently, str
Externí odkaz:
http://arxiv.org/abs/2406.15602
Autor:
Hou, Benjamin, Zhu, Qingqing, Mathai, Tejas Sudarshan, Jin, Qiao, Lu, Zhiyong, Summers, Ronald M.
In this paper, we introduce DRR-RATE, a large-scale synthetic chest X-ray dataset derived from the recently released CT-RATE dataset. DRR-RATE comprises of 50,188 frontal Digitally Reconstructed Radiographs (DRRs) from 21,304 unique patients. Each im
Externí odkaz:
http://arxiv.org/abs/2406.03688
Multi-parametric MRI (mpMRI) studies are widely available in clinical practice for the diagnosis of various diseases. As the volume of mpMRI exams increases yearly, there are concomitant inaccuracies that exist within the DICOM header fields of these
Externí odkaz:
http://arxiv.org/abs/2405.08247
Autor:
Zhuang, Yan, Mathai, Tejas Sudharshan, Mukherjee, Pritam, Khoury, Brandon, Kim, Boah, Hou, Benjamin, Rabbee, Nusrat, Suri, Abhinav, Summers, Ronald M.
Background: Segmentation of organs and structures in abdominal MRI is useful for many clinical applications, such as disease diagnosis and radiotherapy. Current approaches have focused on delineating a limited set of abdominal structures (13 types).
Externí odkaz:
http://arxiv.org/abs/2405.05944
Autor:
Zhu, Qingqing, Hou, Benjamin, Mathai, Tejas S., Mukherjee, Pritam, Jin, Qiao, Chen, Xiuying, Wang, Zhizheng, Cheng, Ruida, Summers, Ronald M., Lu, Zhiyong
Automatically interpreting CT scans can ease the workload of radiologists. However, this is challenging mainly due to the scarcity of adequate datasets and reference standards for evaluation. This study aims to bridge this gap by introducing a novel
Externí odkaz:
http://arxiv.org/abs/2403.05680
Accurate training labels are a key component for multi-class medical image segmentation. Their annotation is costly and time-consuming because it requires domain expertise. This work aims to develop a dual-branch network and automatically improve tra
Externí odkaz:
http://arxiv.org/abs/2403.03882
In the abstract Tile Assembly Model, self-assembling systems consisting of tiles of different colors can form structures on which colored patterns are ``painted.'' We explore the complexity, in terms of the numbers of unique tile types required, of a
Externí odkaz:
http://arxiv.org/abs/2402.16284