基于深度学习的早期肿瘤病灶高精度检测关键算法研究

61906063
2019
F0610.交叉学科中的人工智能问题
许铮铧
青年科学基金项目
教授
河北工业大学
20万元
计算机辅助诊断;深度学习;早期肿瘤检测;疾病预测;医学图像处理
2020-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence 会议论文 Yuhang Song;Andrzej Wojcicki;Thomas Lukasiewicz;Jianyi Wang;Abi Aryan;Zhenghua Xu;Mai Xu;Zihan Ding;Lianlong Wu
2 Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing 期刊论文 Di Yuan;Yunxin Liu;Zhenghua Xu;Yuefu Zhan;Junyang Chen;Thomas Lukasiewicz
3 Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation 期刊论文 Shuo Zhang;Jiaojiao Zhang;Biao Tian;Thomas Lukasiewicz;Zhenghua Xu
4 Short-Term Load Forecasting Using Recurrent Neural Networks With Input Attention Mechanism and Hidden Connection Mechanism 期刊论文 Zhang Mingfei;Yu Zhoutao;Xu Zhenghua
5 PAC-Net: Multi-pathway FPN with position attention guided connections and vertex distance IoU for 3D medical image detection 期刊论文 Zhenghua Xu;Tianrun Li;Yunxin Liu;Yuefu Zhan;Junyang Chen;Thomas Lukasiewicz
6 IRLM: Inductive Representation Learning Model for Personalized POI Recommendation 期刊论文 Junyang Chen;Mengzhu Wang;Haodi Zhang;Zhenghua Xu;Xueliang Li;Zhiguo Gong;Kaishun Wu;Victor C. M. Leung
7 ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution 期刊论文 Zhenghua Xu;Shijie Liu;Di Yuan;Lei Wang;Junyang Chen;Thomas Lukasiewicz;Zhigang Fu;Rui Zhang
8 Associative Memories via Predictive Coding 会议论文 Tommaso Salvatori;Yuhang Song;Yujian Hong;Lei Sha;Simon Frieder;Zhenghua Xu;Rafal Bogacz;Thomas Lukasiewicz
9 Reverse Differentiation via Predictive Coding 会议论文 Tommaso Salvatori;Yuhang Song;Zhenghua Xu;Thomas Lukasiewicz;Rafal Bogacz
10 Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation 会议论文 Zhenghua Xu;Di Yuan;Thomas Lukasiewicz;Cheng Chen;Yishu Miao;Guizhi Xu
11 RSG: A Simple but Effective Module for Learning Imbalanced Datasets 会议论文 Jianfeng Wang;Thomas Lukasiewicz;Xiaolin Hu;Jianfei Cai;Zhenghua Xu
12 生成对抗网络医学图像去噪研究综述 期刊论文 于淼;许铮铧
13 Classifying Melanoma Skin Lesions Using Convolutional Spiking Neural Networks With Unsupervised STDP Learning Rule 期刊论文 Zhou Qian;Shi Yan;Xu Zhenghua;Qu Ruowei;Xu Guizhi
14 Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards 会议论文 Yuhang Song;Jianyi Wang;Thomas Lukasiewicz;Zhenghua Xu;Shangtong Zhang;Andrzej Wojcicki;Mai Xu
15 Can the Brain Do Backpropagation? —— Exact Implementation of Backpropagation in Predictive Coding 会议论文 Yuhang Song;Thomas Lukasiewicz;Zhenghua Xu;Rafal Bogacz
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