U-Net Deep Learning - Articles - Scientific Research Publishing

Auto-Segmentation on Liver with U-Net and Pixel De-Convolutional Network (Articles)

Huan Yao, Jenghwa Chang

International Journal of Medical Physics, Clinical Engineering and Radiation Oncology Vol.10 No.2, May 28, 2021

DOI: 10.4236/ijmpcero.2021.102008 441 Downloads 1,677 Views Citations
From Traditional Methods to 3D U-Net: A Comprehensive Review of Brain Tumour Segmentation Techniques (Articles)

Mushtaq Mahyoob Saleh, Musab Elkheir Salih, Mohamed A. A. Ahmed, Altahir Mohamed Hussein

Journal of Biomedical Science and Engineering Vol.18 No.1, January 31, 2025

DOI: 10.4236/jbise.2025.181001 219 Downloads 1,836 Views Citations
From U-Net to Swin-Unet Transformers: The Next-Generation Advances in Brain Tumor Segmentation with Deep Learning (Articles)

Mushtaq Mahyoob Saleh, Bharat B. Biswal

Journal of Biomedical Science and Engineering Vol.18 No.8, August 18, 2025

DOI: 10.4236/jbise.2025.188024 97 Downloads 969 Views Citations
Review of Artificial Intelligence for Oil and Gas Exploration: Convolutional Neural Network Approaches and the U-Net 3D Model (Articles)

Weiyan Liu

Open Journal of Geology Vol.14 No.4, April 25, 2024

DOI: 10.4236/ojg.2024.144024 172 Downloads 1,104 Views Citations
Seismic Multiple Attenuation Method Based on Spectral Subtraction and Convolutional Dual Attention Mechanism (Articles)

Mingming Fang, Zhonghua Ma

Journal of Applied Mathematics and Physics Vol.13 No.12, December 18, 2025

DOI: 10.4236/jamp.2025.1312237 58 Downloads 346 Views Citations
Extracting Eye Models from MRI Scans Using U-Net-Based Deep Learning Framework (Articles)

Waqar Ahmad Tahir, Opeyemi Sheu Alamu, Dip Sarker, Md Tafhimul Haque Sadi, Abdullah Al Hasib, Tonmoy Kumar Sarker, Md Rakibul Islam, Dipankar Roy Dip, Ashish Sharma, Syed Wajeeh Abbas Rizvi

Journal of Computer and Communications Vol.12 No.11, November 18, 2024

DOI: 10.4236/jcc.2024.1211007 139 Downloads 1,179 Views Citations
Enhanced Liver Tumor Detection in CT Images Using 3D U-Net and Bat Algorithm for Hyperparameter Optimization (Articles)

Nastaran Ghorbani, Bitasadat Jamshidi, Mohsen Rostamy-Malkhalifeh

Open Journal of Medical Imaging Vol.15 No.3, September 25, 2025

DOI: 10.4236/ojmi.2025.153016 48 Downloads 435 Views Citations
Using U-Net to Detect Buildings in Satellite Images (Articles)

Eric Wang, Dali Wang

Journal of Computer and Communications Vol.10 No.6, June 30, 2022

DOI: 10.4236/jcc.2022.106011 311 Downloads 2,551 Views Citations
Brain Tumor Segmentation of HGG and LGG MRI Images Using WFL-Based 3D U-Net (Articles)

Ahliddin Shomirov, Jing Zhang, Mohammad Masum Billah

Journal of Biomedical Science and Engineering Vol.15 No.10, October 31, 2022

DOI: 10.4236/jbise.2022.1510022 423 Downloads 3,399 Views Citations
Relevance of Mastery Learning (ML) in Teaching of English (Case Study of the University of Guilan, Iran) (Articles)

Abbas Sadeghi, Atefeh Sadeghi

Creative Education Vol.3 No.1, February 21, 2012

DOI: 10.4236/ce.2012.31007 7,949 Downloads 13,328 Views Citations
Reducing the Memory Cost of Training Convolutional Neural Networks by CPU Offloading (Articles)

Tristan Hascoet, Weihao Zhuang, Quenti Febvre, Yasuo Ariki, Tetsuya Takiguchi

Journal of Software Engineering and Applications Vol.12 No.8, August 22, 2019

DOI: 10.4236/jsea.2019.128019 1,055 Downloads 4,015 Views Citations
Designing a High-Performance Deep Learning Theoretical Model for Biomedical Image Segmentation by Using Key Elements of the Latest U-Net-Based Architectures (Articles)

Andreea Roxana Luca, Tudor Florin Ursuleanu, Liliana Gheorghe, Roxana Grigorovici, Stefan Iancu, Maria Hlusneac, Cristina Preda, Alexandru Grigorovici

Journal of Computer and Communications Vol.9 No.7, July 23, 2021

DOI: 10.4236/jcc.2021.97002 615 Downloads 2,820 Views Citations
An Enhanced U-Net Model for Large-Scale Landslide Prediction Using Multi-Source Remote Sensing Data and Physical Risk Assessment (Articles)

Liping Zheng, Liangjun Zhao, Chunlong Fu, Kaiwen Xiao, Moran Chou

Journal of Computer and Communications Vol.13 No.8, August 8, 2025

DOI: 10.4236/jcc.2025.138004 75 Downloads 470 Views Citations
Research on the Identification Method of Fluvial Sandstone Reservoirs Based on U-Net Networks (Articles)

Fumei Wang, Weiwei Yu, Feifei Wu, Yan Li, Qing Yang, Xuanguo Yuan

Open Journal of Applied Sciences Vol.16 No.1, January 15, 2026

DOI: 10.4236/ojapps.2026.161012 63 Downloads 255 Views Citations
Exploring Deep Reinforcement Learning with Multi Q-Learning (Articles)

Ethan Duryea, Michael Ganger, Wei Hu

Intelligent Control and Automation Vol.7 No.4, November 15, 2016

DOI: 10.4236/ica.2016.74012 4,684 Downloads 11,732 Views Citations
Comparative Study of Segmentation Methods of Rat Sinusoidal Network to Evaluate Nonalcoholic Steatohepatitis for Small Number of Medical Samples (Articles)

Masaki Murakishi, Hiroto Shoji

Journal of Biosciences and Medicines Vol.10 No.11, November 22, 2022

DOI: 10.4236/jbm.2022.1011015 211 Downloads 826 Views Citations
Multi-Task Learning for Semantic Relatedness and Textual Entailment (Articles)

Linrui Zhang, Dan Moldovan

Journal of Software Engineering and Applications Vol.12 No.6, June 24, 2019

DOI: 10.4236/jsea.2019.126012 989 Downloads 2,712 Views Citations
Towards Understanding Creative Language in Tweets (Articles)

Linrui Zhang, Yisheng Zhou, Yang Yu, Dan Moldovan

Journal of Software Engineering and Applications Vol.12 No.11, November 18, 2019

DOI: 10.4236/jsea.2019.1211028 1,027 Downloads 2,683 Views Citations
A Review of the Application of Deep Learning in Brachytherapy (Articles)

Hai Hu, Yang Shao, Shijie Hu

Open Access Library Journal Vol.7 No.7, July 28, 2020

DOI: 10.4236/oalib.1106589 774 Downloads 2,411 Views Citations
Applications of Artificial Intelligence in Combating Covid-19: A Systematic Review (Articles)

Akpofure A. Enughwure, Isaac C. Febaide

Open Access Library Journal Vol.7 No.8, August 25, 2020

DOI: 10.4236/oalib.1106628 833 Downloads 3,538 Views Citations

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