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Deep learning

HDC-Net: A hierarchical dilation convolutional network for retinal vessel segmentation

Xiaolong Hu, Liejun Wang, Shuli Cheng, Yongming Li

published 07 Sep 2021

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Pneumonia detection in chest X-ray images using an ensemble of deep learning models

Rohit Kundu, Ritacheta Das, Zong Woo Geem, Gi-Tae Han, Ram Sarkar

published 07 Sep 2021

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Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning

Aixia Guo, Nikhilesh R. Mazumder, Daniela P. Ladner, Randi E. Foraker

published 31 Aug 2021

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Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)

Maleika Heenaye-Mamode Khan, Nazmeen Boodoo-Jahangeer, Wasiimah Dullull, Shaista Nathire, Xiaohong Gao, G. R. Sinha, Kapil Kumar Nagwanshi

published 26 Aug 2021

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Revisiting the relationship between constructive alignment and learning approaches: A perceived alignment perspective

Christian Stamov Roßnagel, Katrin Lo Baido, Noleine Fitzallen

published 24 Aug 2021

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Forecasting renewable energy for environmental resilience through computational intelligence

Mansoor Khan, Essam A. Al-Ammar, Muhammad Rashid Naeem, Wonsuk Ko, Hyeong-Jin Choi, Hyun-Koo Kang

published 20 Aug 2021

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COVID-19 sentiment analysis via deep learning during the rise of novel cases

Rohitash Chandra, Aswin Krishna

published 19 Aug 2021

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A stereo matching algorithm based on the improved PSMNet

Zedong Huang, Jinan Gu, Jing Li, Xuefei Yu

published 19 Aug 2021

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Pheno4D: A spatio-temporal dataset of maize and tomato plant point clouds for phenotyping and advanced plant analysis

David Schunck, Federico Magistri, Radu Alexandru Rosu, André Cornelißen, Nived Chebrolu, Stefan Paulus, Jens Léon, Sven Behnke, Cyrill Stachniss, Heiner Kuhlmann, Lasse Klingbeil

published 18 Aug 2021

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Automated detection of superficial fungal infections from microscopic images through a regional convolutional neural network

Taehan Koo, Moon Hwan Kim, Mihn-Sook Jue

published 17 Aug 2021

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Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations

Kaidong Li, Mohammad I. Fathan, Krushi Patel, Tianxiao Zhang, Cuncong Zhong, Ajay Bansal, Amit Rastogi, Jean S. Wang, Guanghui Wang

published 17 Aug 2021

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Inter-database validation of a deep learning approach for automatic sleep scoring

Diego Alvarez-Estevez, Roselyne M. Rijsman

published 16 Aug 2021

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Diagnostic performance of deep-learning-based screening methods for diabetic retinopathy in primary care—A meta-analysis

Larisa Wewetzer, Linda A. Held, Jost Steinhäuser

published 10 Aug 2021

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