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检索条件"机构=Graduate Program in Computing and Informatics"
140 条 记 录,以下是61-70 订阅
排序:
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection
LiwTERM: A Lightweight Transformer-Based Model for Dermatolo...
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Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI)
作者: Luis A. Souza André G. C. Pacheco Gabriel G. de Angelo Thiago Oliveira-Santos Christoph Palm João P. Papa Graduate Program of Informatics Federal University of Espírito Santo Vitória Brazil OTH Regensburg Regensburg Medical Image Computing (ReMIC) Regensburg Germany Department of Computing São Paulo State Univesity São Paulo Brazil
Skin cancer is the most common type of cancer in the world, accounting for approximately 30% of all diagnosed tumors. Early diagnosis reduces mortality rates and prevents disfiguring effects in different body regions.... 详细信息
来源: 评论
Predicting Microsatellite Instability from Histology Images with Dilated Neighborhood Attention Transformer in Colorectal Cancer  24
Predicting Microsatellite Instability from Histology Images ...
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24th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2024
作者: Chen, Yun-Chi Chao, Tung Phandita, Wimaya Nitya Sun, Tzu-Yu Wang, Huai-Zhi Hsieh, Yi-Hsien Hsu, Le-Yin Lin, Che Taipei Taiwan College of Bioresources and Agriculture NTU Taipei Taiwan National Taiwan University of Science and Technology Department of Computer Science and Information Engineering Taipei Taiwan Graduate Institute of Communication Engineering NTU Taipei Taiwan NTU Data Science Degree Program Taipei Taiwan NTU Department of Electrical Engineering Taipei Taiwan Center for Advanced Computing and Imaging in Biomedicine NTU Taipei Taiwan NTU Smart Medicine and Health Informatics Program Taipei Taiwan
Microsatellite instability (MSI) is a pivotal genetic marker influencing the efficacy of immunotherapy in colorectal cancer. Traditional MSI examination often requires additional genetic or immunohistochemical tests, ... 详细信息
来源: 评论
Improving Students Skills to Solve Elementary Equations in K-12 programs Using an Intelligent Tutoring System
Improving Students Skills to Solve Elementary Equations in K...
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Frontiers in Education (FIE) Conference
作者: Arcanjo Miguel Mota Lopes José Francisco de Magalhães Netto Ricardo A. L. de Souza Andreza Bastos Mourão Thais Oliveira Almeida Dhanielly P. R. de Lima Post-Graduate Program in Informatics (PPGI) Institute of Computing (IComp) Federal University of Amazonas (UFAM) Manaus AM Brazil Institute of Exact Sciences (ICE) Federal University of Amazonas (UFAM) Manaus AM Brazil University of State of Amazonas (UEA) Post-Graduate Program in Informatics (PPGI) Institute of Computing (IComp) Federal University of Amazonas (UFAM) Manaus AM Brazil Department of Science Computer Federal University of Roraima Boa Vista RR Brazil
This full paper of research to practice category describes an experiment using an Intelligent Tutoring System to support teaching and learning that evolve solutions of first-degree equations. The difficulties encounte... 详细信息
来源: 评论
Collaborative information gathering and recommendation using mobile computing
Collaborative information gathering and recommendation using...
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International Conference on Computer Supported Cooperative Work in Design
作者: Jonice Oliveira Andressa Silva Raphael Franckini Graduate Program in Informatics (PPGI) Department of Computing Science (DCC) Universidade Federal do Rio de Janeiro Rio de Janeiro Brazil Department of Computing Science (DCC) Universidade Federal do Rio de Janeiro Rio de Janeiro Brazil
The increasing adoption of mobile devices can improve the collaborative participation, especially in data acquiring, of people in their space: where they live or where they work. Based in this kind of crowdsourcing, w... 详细信息
来源: 评论
Multi-task Learning Graph Neural Networks for Cancer Prognosis Prediction with Genomic Data
Multi-task Learning Graph Neural Networks for Cancer Prognos...
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
作者: Tsung-Wei Lin Sofia Ormazabal Arriagada Che Lin Graduate Institute of Communication Engineering National Taiwan University (NTU) Taiwan International Graduate Program AIoT NTU Research Center for Information Technology Innovation Academia Sinica Department of Electrical Engineering NTU Center for Advanced Computing and Imaging in Biomedicine NTU Smart Medicine and Health Informatics Program NTU
Providing robust prognosis predictions for cancers with limited data samples remains a challenge for precision oncology. In this study, we propose a novel approach that combines multi-task learning (MTL) and graph neu... 详细信息
来源: 评论
Multiversion Low-Power Hardware Accelerator for the AV1 Interpolation Filters
Multiversion Low-Power Hardware Accelerator for the AV1 Inte...
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IEEE International Symposium on Circuits and Systems (ISCAS)
作者: Daiane Freitas Mateus Grellert Cláudio M. Diniz Guilherme Correa Video Technology Research Group (ViTech) Graduate Program in Computing (PPGC) Federal University of Pelotas (UFPel) Embedded Computing Lab (ECL) Federal University of Santa Catarina (UFSC) PGMICRO Institute of Informatics (INF) Federal University of Rio Grande do Sul (UFRGS)
One of the new tools included in the AV1 video codec is the adaptive filtering scheme used in the sample interpolation process. This scheme includes three different filter families called Regular, Sharp and Smooth, of...
来源: 评论
VLSI Design of Tree-Based Inference for Low-Power Learning Applications
VLSI Design of Tree-Based Inference for Low-Power Learning A...
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IEEE International Symposium on Circuits and Systems (ISCAS)
作者: Brunno A. Abreu Mateus Grellert Sergio Bampi Graduate Program in Microelectronics (PGMICRO) INF-UFRGS Federal University of Rio Grande do Sul Porto Alegre Brazil Department of Informatics and Statistics − INE Federal University of Santa Catarina (UFSC) Florianópolis Brazil Graduate Program on Electronic Engineering and Computing Catholic University of Pelotas (UCPel) Pelotas Brazil
The use of Machine Learning techniques in battery-powered devices has increased in recent years. Therefore, evaluating power-accuracy trade-offs of inference models has become important. This work explores decision tr... 详细信息
来源: 评论
Goal-oriented inference of environment from redundant observations
arXiv
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arXiv 2023年
作者: Takahashi, Kazuki Fukai, Tomoki Sakai, Yutaka Takekawa, Takashi Informatics Program Graduate School of Engineering Kogakuin University of Technology and Engineering Japan Neural Coding and Brain Computing Unit Okinawa Institute of Science and Technology Japan Brain Science Institute Tamagawa University Japan
The agent learns to organize decision behavior to achieve a behavioral goal, such as reward maximization, and reinforcement learning is often used for this optimization. Learning an optimal behavioral strategy is diff... 详细信息
来源: 评论
Machine Learning for Prediction of Adverse Drug Reactions: Application to Neonatal Intensive Care Units
SSRN
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SSRN 2023年
作者: do Nascimento, Amanda Roseane Farias Greati, Victor Rodrigues Leopoldino, Ramon Weyler Duarte Martins, Rand Randall Barbosa, Euzebio Guimarães Graduate Program in Pharmaceutical Sciences Health Sciences Center Federal University of Rio Grande do Norte Rio Grande do Norte Natal Brazil Graduate Program in Systems and Computing Department of Informatics and Applied Mathematics Federal University of Rio Grande do Norte Rio Grande do Norte Natal Brazil
Introduction: The intensive care of neonates is associated with the entry of a large volume of data in their medical records. The treatment of this data can be done through Machine Learning: a tool capable of assistin... 详细信息
来源: 评论
Stroke Lesion Detection Using Convolutional Neural Networks
Stroke Lesion Detection Using Convolutional Neural Networks
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International Joint Conference on Neural Networks
作者: Danillo Roberto Pereira Pedro P. Reboucas Filho Gustavo Henrique de Rosa Joao Paulo Papa Victor Hugo C. de Albuquerque Department of Computing São Paulo State University Bauru SP Brazil Federal Institute of Education Science and Technology of Ceará CE Brazil Graduate Program in Applied Informatics University of Fortaleza Fortaleza CE Brazil
Stroke is an injury that affects the brain tissue, mainly caused by changes in the blood supply to a particular region of the brain. As consequence, some specific functions related to that affected region can be reduc... 详细信息
来源: 评论