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检索条件"机构=Frost Institute for Data Science and Computing"
36 条 记 录,以下是1-10 订阅
排序:
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
Improving VTE Identification through Adaptive NLP Model Sele...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Deng, Jamie Wu, Yusen Hayssen, Hilary Englum, Brain Kankaria, Aman Mayorga-Carlin, Minerva Sahoo, Shalini Sorkin, John Lal, Brajesh Yesha, Yelena Nguyen, Phuong University of Miami Frost Institute for Data Science & Computing FL United States University of Maryland School of Medicine MD United States
Rapid and accurate identification of Venous thromboembolism (VTE), a severe cardiovascular condition including deep vein thrombosis (DVT) and pulmonary embolism (PE), is important for effective treatment. Leveraging N... 详细信息
来源: 评论
Improving Audience Ratings Prediction of Japanese TV Dramas Using Knowledge-Based Embeddings  23
Improving Audience Ratings Prediction of Japanese TV Dramas ...
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23rd IEEE International Conference on Machine Learning and Applications, ICMLA 2024
作者: Bonnell, Jerry Wuchty, Stefan Ogihara, Mitsunori Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States University of Miami Department of Computer Science Coral GablesFL33146 United States
Accurate prediction of television (TV) audience ratings is a crucial technology for advertisers and broadcast-ers, which influences advertising costs and indicates program popularity. As for Japanese TV dramas, previo... 详细信息
来源: 评论
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
Improving VTE Identification through Language Models from Ra...
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2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024
作者: Deng, Jamie Wu, Yusen Yesha, Yelena Nguyen, Phuong University of Miami Department of Computer Science MiamiFL United States University of Miami Frost Institute for Data Science and Computing MiamiFL United States University of Miami Department of Radiology MiamiFL United States
Venous thromboembolism (VTE) is a critical cardio-vascular condition, encompassing deep vein thrombosis (DVT) and pulmonary embolism (PE). Accurate and timely identification of VTE is essential for effective medical c... 详细信息
来源: 评论
Joint Communication and Synchronization Performance Optimization in Digital Twin Enabled Networks
Joint Communication and Synchronization Performance Optimiza...
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2024 IEEE Global Communications Conference, GLOBECOM 2024
作者: Yu, Hanzhi Liu, Yuchen Chen, Mingzhe University of Miami Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing Coral GablesFL33146 United States North Carolina State University Department of Computer Science RaleighNC27695 United States
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT) that is a virtual representation of the physical network. The considered network includes a physi... 详细信息
来源: 评论
Popular LLM-Large Language Models in Enterprise Applications
Popular LLM-Large Language Models in Enterprise Applications
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Foundation and Large Language Models (FLLM), International Conference on
作者: Rajesh Pasupuleti Ravi Vadapalli Christopher Mader Norris Timothy Frost Institute for Data Science and Computing (IDSC) University of Miami Coral Gables FL USA
For the public, understanding Large Language Models (LLMs) can be likened to recognizing how a well-trained assistant works—one that has read an extensive library of information on virtually every topic imaginable. I... 详细信息
来源: 评论
A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy  100
A Joint Communication and Learning Design for Secure Federat...
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100th IEEE Vehicular Technology Conference, VTC 2024-Fall
作者: Lin, Licheng Yang, Zhaohui Yang, Qianqian Chen, Mingzhe Zhejiang University College of Information Science and Electronic Engineering Hangzhou310027 China University of Miami Department of Electrical and Computer Engineering Coral GablesFL33146 United States University of Miami Frost Institute for Data Science and Computing Coral GablesFL33146 United States
In this paper, the problem of resource allocation for non-orthogonal multiple access (NOMA) enabled secure federated learning (FL) is investigated. In the considered model, a set of users participate in the FL trainin... 详细信息
来源: 评论
Improving Audience Ratings Prediction of Japanese TV Dramas Using Knowledge-Based Embeddings
Improving Audience Ratings Prediction of Japanese TV Dramas ...
收藏 引用
International Conference on Machine Learning and Applications (ICMLA)
作者: Jerry Bonnell Stefan Wuchty Mitsunori Ogihara Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA Department of Computer Science University of Miami Coral Gables FL USA
Accurate prediction of television (TV) audience ratings is a crucial technology for advertisers and broadcast-ers, which influences advertising costs and indicates program popularity. As for Japanese TV dramas, previo... 详细信息
来源: 评论
Cyber Security Issues and Challenges Related to Generative AI and ChatGPT
Cyber Security Issues and Challenges Related to Generative A...
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International Conference on Social Networks Analysis, Management and Security (SNAMS)
作者: Rajesh Pasupuleti Ravi Vadapalli Christopher Mader Frost Institute for Data Science and Computing (IDSC) University of Miami Coral Gables FL USA IDSC Advanced Computing Systems Electrical and Computer Engineering (ECE) University of Miami Coral Gables FL USA Systems and Data Engineering Frost Institute for Data Science and Computing (IDSC) University of Miami Coral Gables FL USA
In recent years, Generative Artificial Intelligence (AI) and ChatGPT (Generative Pre-trained Transformer) models that are capable of generating realistic human-mimicked languages have gained progressive popularity. Wi...
来源: 评论
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
Improving VTE Identification through Adaptive NLP Model Sele...
收藏 引用
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Jamie Deng Yusen Wu Hilary Hayssen Brain Englum Aman Kankaria Minerva Mayorga-Carlin Shalini Sahoo John Sorkin Brajesh Lal Yelena Yesha Phuong Nguyen Frost Institute for Data Science & Computing University of Miami FL USA School of Medicine University of Maryland MD USA
Rapid and accurate identification of Venous thromboembolism (VTE), a severe cardiovascular condition including deep vein thrombosis (DVT) and pulmonary embolism (PE), is important for effective treatment. Leveraging N...
来源: 评论
Efficient data-Sketches and Fine-Tuning for Early Detection of Distributional Drift in Medical Imaging
arXiv
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arXiv 2024年
作者: Wu, Yusen Chen, Hao Makki, Alex Pissinou Nguyen, Phuong Yesha, Yelena Frost Institute for Data Science and Computing University of Miami MiamiFL United States Department of Radiology University of Miami MiamiFL United States
Distributional drift detection is important in medical applications as it helps ensure the accuracy and reliability of models by identifying changes in the underlying data distribution that could affect diagnostic or ... 详细信息
来源: 评论