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IISE Transactions on Healthcare Systems Engineering Volume 9, 2019 - Issue 3: Artificial Intelligence in Healthcare Informatics: Learning, Optimization, and Decision Making
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Articles

A deep separable neural network for human tissue identification in three-dimensional optical coherence tomography images

Haifeng WangDepartment of Industrial and Systems Engineering, Mississippi State University, Mississippi State, MS, USA;
,
Daehan WonDepartment of Systems Science and Industrial Engineering, State University of New York at Binghamton, Binghamton, NY, USA
&
Sang Won YoonDepartment of Systems Science and Industrial Engineering, State University of New York at Binghamton, Binghamton, NY, USACorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-1613-0745
ORCID Icon
Pages 250-271 | Published online: 06 Sep 2019

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Qianqian Zhang & Sangwon Yoon. (2022) A novel self-adaptive convolutional neural network model using spatial pyramid pooling for 3D lung nodule computer-aided diagnosis. IISE Transactions on Healthcare Systems Engineering 12:1, pages 75-88.
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Articles from other publishers (11)

Hung-Chang Liu, Miao-Hui Lin, Wei-Chin Chang, Rui-Cheng Zeng, Yi-Min Wang & Chia-Wei Sun. (2023) Rapid On-Site AI-Assisted Grading for Lung Surgery Based on Optical Coherence Tomography. Cancers 15:22, pages 5388.
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Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen & Weihong Guo. (2023) Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction. Sensors 23:11, pages 5313.
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Mehdhar S. A. M. Al-Gaashani, Nagwan Abdel Samee, Rana Alnashwan, Mashael Khayyat & Mohammed Saleh Ali Muthanna. (2023) Using a Resnet50 with a Kernel Attention Mechanism for Rice Disease Diagnosis. Life 13:6, pages 1277.
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Iulian Emil Tampu, Anders Eklund, Kenth Johansson, Oliver Gimm & Neda Haj‐Hosseini. (2022) Diseased thyroid tissue classification in OCT images using deep learning: Towards surgical decision support . Journal of Biophotonics 16:2.
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Iulian Emil Tampu, Anders Eklund & Neda Haj-Hosseini. (2022) Inflation of test accuracy due to data leakage in deep learning-based classification of OCT images. Scientific Data 9:1.
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Che Xu, Wenjun Chang & Weiyong Liu. (2022) Data-driven decision model based on local two-stage weighted ensemble learning. Annals of Operations Research.
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Haifeng Wang, Daehan Won & Sang Won Yoon. (2021) An adaptive neural architecture optimization model for retinal disorder diagnosis on 3D medical images. Applied Soft Computing 111, pages 107686.
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Yibin Wang, Haifeng Wang & Zhaohua Peng. (2021) Rice diseases detection and classification using attention based neural network and bayesian optimization. Expert Systems with Applications 178, pages 114770.
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Tien‐Yu Hsiao, Yi‐Ching Ho, Mei‐Ru Chen, Shyh‐Yuan Lee & Chia‐Wei Sun. (2021) Disease activation maps for subgingival dental calculus identification based on intelligent dental optical coherence tomography. Translational Biophotonics 3:3.
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Iulian Emil Tampu, Michaela Maintz, Daniela Koller, Kenth Johansson, Oliver Gimm, Arrigo Capitanio, Anders Eklund & Neda Haj-Hosseini. (2020) Optical coherence tomography for thyroid pathology: 3D analysis of tissue microstructure. Biomedical Optics Express 11:8, pages 4130.
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Haifeng Wang, Qianqian Zhang, Daehan Won & Sang Won Yoon. 2019. Optimization in Large Scale Problems. Optimization in Large Scale Problems 221 242 .

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