Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) ◽

10.1109/bhi.2019.8834674 ◽

2019 ◽

Author(s):

Hong-Jun Yoon ◽

John Gounley ◽

Shang Gao ◽

Mohammed Alawad ◽

Arvind Ramanathan ◽

...

Keyword(s):

Neural Networks ◽

Information Extraction ◽

Convolutional Neural Networks ◽

Hyperparameter Optimization ◽

Model Based ◽

Cancer Pathology ◽

Pathology Reports

Download Full-text

Selective Information Extraction Strategies for Cancer Pathology Reports with Convolutional Neural Networks

Proceedings of the International Neural Networks Society - Recent Advances in Big Data and Deep Learning ◽

10.1007/978-3-030-16841-4_9 ◽

2019 ◽

pp. 89-98

Author(s):

Hong-Jun Yoon ◽

John X. Qiu ◽

J. Blair Christian ◽

Jacob Hinkle ◽

Folami Alamudun ◽

...

Keyword(s):

Neural Networks ◽

Information Extraction ◽

Convolutional Neural Networks ◽

Cancer Pathology ◽

Pathology Reports ◽

Selective Information

Download Full-text

Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports

2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) ◽

10.1109/bhi.2018.8333408 ◽

2018 ◽

Author(s):

Mohammed Alawad ◽

Hong-Jun Yoon ◽

Georgia D. Tourassi

Keyword(s):

Neural Networks ◽

Information Extraction ◽

Convolutional Neural Networks ◽

Cancer Pathology ◽

Task Training ◽

Pathology Reports ◽

Download Full-text

SLC-GAN: An Automated Myocardial Infarction Detection Model Based on Generative Adversarial Networks and Convolutional Neural Networks with Single-Lead Electrocardiogram Synthesis

Information Sciences ◽

10.1016/j.ins.2021.12.083 ◽

2022 ◽

Author(s):

Wenqiang Li ◽

Yuk Ming Tang ◽

Kai Ming Yu ◽

Suet To

Keyword(s):

Myocardial Infarction ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Generative Adversarial Networks ◽

Detection Model ◽

Model Based ◽

Adversarial Networks

Download Full-text

An Efficient Acoustic Model Based on Deep Feedforward Sequential Memory Networks and Convolutional Neural Networks

10.1109/prai53619.2021.9551064 ◽

2021 ◽

Author(s):

Yanrui Zheng ◽

Xiaofeng Yuan ◽

Gang Peng ◽

Wei Zeng

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Acoustic Model ◽

Model Based ◽

Sequential Memory

Download Full-text

A Deep Learning Model Based on Convolutional Neural Networks for Classification of Magnetic Resonance Prostate Images

Artificial Intelligence and Applied Mathematics in Engineering Problems - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-36178-5_59 ◽

2020 ◽

pp. 701-708

Author(s):

Fatih Uysal ◽

Fırat Hardalaç ◽

Mustafa Koç

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Magnetic Resonance ◽

Convolutional Neural Networks ◽

Learning Model ◽

Model Based ◽

Deep Learning Model

Download Full-text

A Dual-input Fault Diagnosis Model Based on Convolutional Neural Networks and Gated Recurrent Unit Networks for Analog Circuits

2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) ◽

10.1109/i2mtc50364.2021.9459990 ◽

2021 ◽

Author(s):

Tianyu Gao ◽

Jingli Yang ◽

Shouda Jiang ◽

Cheng Yang

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Convolutional Neural Networks ◽

Analog Circuits ◽

Model Based ◽

Diagnosis Model ◽

Gated Recurrent Unit

Download Full-text

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2020.103564 ◽

2020 ◽

Vol 110 ◽

pp. 103564

Author(s):

Hong-Jun Yoon ◽

Hilda B. Klasky ◽

John P. Gounley ◽

Mohammed Alawad ◽

Shang Gao ◽

...

Keyword(s):

Information Extraction ◽

Cancer Pathology ◽

Pathology Reports ◽

Bootstrap Aggregation

Download Full-text

FaceColor: A Face Beauty Recogonition Model Based on Convolutional Neural Networks

2019 6th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce48695.2019.00064 ◽

2019 ◽

Author(s):

Xiaoyong Lin ◽

Hui Sun ◽

Mingjie Liu ◽

Jie Ma ◽

Wenyuan Shao ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Download Full-text

Information Extraction from Cancer Pathology Reports with Graph Convolution Networks for Natural Language Texts

2019 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata47090.2019.9006270 ◽

2019 ◽

Author(s):

Hong-Jun Yoon ◽

John Gounley ◽

M. Todd Young ◽

Georgia Tourassi

Keyword(s):

Natural Language ◽

Information Extraction ◽

Cancer Pathology ◽

Pathology Reports

Download Full-text

Model-Based Fault Detection and Diagnosis Using Convolutional Neural Networks in Heat Source System with Water Thermal Storage Tanks

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/238/1/012070 ◽

2019 ◽

Vol 238 ◽

pp. 012070

Author(s):

S. Miyata ◽

Y. Akashi ◽

J. Lim ◽

K. Tanaka ◽

S. Tanaka ◽

...

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Heat Source ◽

Convolutional Neural Networks ◽

Thermal Storage ◽

Fault Detection And Diagnosis ◽

Storage Tanks ◽

Model Based ◽

Detection And Diagnosis

Download Full-text