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Deep learning

A deep-learning approach for automatically detecting gait-events based on foot-marker kinematics in children with cerebral palsy—Which markers work best for which gait patterns?

Yong Kuk Kim, Rosa M. S. Visscher, Elke Viehweger, Navrag B. Singh, William R. Taylor, Florian Vogl

published 13 Oct 2022

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Saliency guided data augmentation strategy for maximally utilizing an object’s visual information

Junhyeok An, Soojin Jang, Junehyoung Kwon, Kyohoon Jin, YoungBin Kim

published 13 Oct 2022

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Monitoring and early warning of a metal mine tailings pond based on a deep learning bidirectional recurrent long and short memory network

Zhanjie Jing, Xiaohong Gao

published 13 Oct 2022

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Data driven identification of international cutting edge science and technologies using SpaCy

Chunqi Hu, Huaping Gong, Yiqing He

published 12 Oct 2022

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Automated multi-class classification for prediction of tympanic membrane changes with deep learning models

Yeonjoo Choi, Jihye Chae, Keunwoo Park, Jaehee Hur, Jihoon Kweon, Joong Ho Ahn

published 10 Oct 2022

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Can deep learning reduce the time and effort required for manual segmentation in 3D reconstruction of MRI in rotator cuff tears?

Hyojune Kim, Keewon Shin, Hoyeon Kim, Eui-sup Lee, Seok Won Chung, Kyoung Hwan Koh, Namkug Kim

published 10 Oct 2022

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Peripapillary atrophy classification using CNN deep learning for glaucoma screening

Abdullah Almansour, Mohammed Alawad, Abdulrhman Aljouie, Hessa Almatar, Waseem Qureshi, Balsam Alabdulkader, Norah Alkanhal, Wadood Abdul, Mansour Almufarrej, Shiji Gangadharan, Tariq Aldebasi, Barrak Alsomaie, Ahmed Almazroa

published 06 Oct 2022

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Lightweight individual cow identification based on Ghost combined with attention mechanism

Lili Fu, Shijun Li, Shuolin Kong, Ruiwen Ni, Haohong Pang, Yu Sun, Tianli Hu, Ye Mu, Ying Guo, He Gong

published 06 Oct 2022

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Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K. Bhatraju, W. Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y. Lee, Juan M. Lavista Ferres

published 06 Oct 2022

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Scientific X-ray: Scanning and quantifying the idea evolution of scientific publications

Qi Li, Xinbing Wang, Luoyi Fu, Jianghao Wang, Ling Yao, Xiaoying Gan, Chenghu Zhou

published 28 Sep 2022

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A semi-supervised learning approach for automated 3D cephalometric landmark identification using computed tomography

Hye Sun Yun, Chang Min Hyun, Seong Hyeon Baek, Sang-Hwy Lee, Jin Keun Seo

published 28 Sep 2022

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A deep learning-based approach to diagnose mild traumatic brain injury using audio classification

Conor Wall, Dylan Powell, Fraser Young, Aaron J. Zynda, Sam Stuart, Tracey Covassin, Alan Godfrey

published 28 Sep 2022

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Classification of ECG signal using FFT based improved Alexnet classifier

Arun Kumar M., Arvind Chakrapani

published 27 Sep 2022

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