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2024	Segmentation of Pneumothorax on Chest CTs Using Deep Learning Based on Unet-Resnet-50 Convolutional Neural Network Structure European Journal of Therapeutics Adem Gencer, Yasin İlter Toker
2024	Image-based classification of wheat spikes by glume pubescence using convolutional neural networks Frontiers in Plant Science Nikita V. Artemenko, Mikhail A. Genaev, Rostislav UI. Epifanov, Evgeny G. Komyshev, Yulia V. Kruchinina, Vasiliy S. Koval, Nikolay P. Goncharov, Dmitry A. Afonnikov
2024	Exploring pretrained encoders for lung nodule segmentation task using LIDC-IDRI dataset Multimedia Tools and Applications R. Jenkin Suji, W. Wilfred Godfrey, Joydip Dhar
2024	Enhancing medical image segmentation with a multi-transformer U-Net PeerJ Yongping Dan, Weishou Jin, Xuebin Yue, Zhida Wang
2024	ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax Journal of Imaging Informatics in Medicine Zachary Huemann, Xin Tie, Junjie Hu, Tyler J. Bradshaw
2024	Brain tumor segmentation using U-Net in conjunction with EfficientNet PeerJ Computer Science Shu-You Lin, Chun-Ling Lin
2023	E-learningDJUST: E-learning dataset from Jordan university of science and technology toward investigating the impact of COVID-19 pandemic on education Neural Computing and Applications Malak Abdullah, Mahmoud Al-Ayyoub, Saif AlRawashdeh, Farah Shatnawi
2023	2023 6th International Conference on Engineering Technology and its Applications (IICETA) Mohammed Kadhim Obaid, Hanaa Ali Abed, Salima Baji Abdullah, Hassan M. Al-Jawahry, Safa Majed, Ahmed R. Hassan
2023	Development and Validation of Deep Learning Models for the Multiclassification of Reflux Esophagitis Based on the Los Angeles Classification Journal of Healthcare Engineering Hailong Ge, Xin Zhou, Yu Wang, Jian Xu, Feng Mo, Chen Chao, Jinzhou Zhu, Weixin Yu
2023	Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays Diagnostics Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani
2023	DENSE SWIN-UNET: DENSE SWIN TRANSFORMERS FOR SEMANTIC SEGMENTATION OF PNEUMOTHORAX IN CT IMAGES Journal of Mechanics in Medicine and Biology ZHIXIAN TANG, JINYANG ZHANG, CHULIN BAI, YAN ZHANG, KAIYI LIANG, XUFENG YAO
2023	A multi-output network with U-net enhanced class activation map and robust classification performance for medical imaging analysis Discover Artificial Intelligence Jaiden Xuan Schraut, Leon Liu, Jonathan Gong, Yiqiao Yin
2023	Enhancing 3D Lung Infection Segmentation with 2D U-Shaped Deep Learning Variants Applied Sciences Anindya Pravitasari, Mohammad Asnawi, Farid Nugraha, Gumgum Darmawan, Triyani Hendrawati
2023	Identification and diagnosis of mammographic malignant architectural distortion using a deep learning based mask regional convolutional neural network Frontiers in Oncology Yuanyuan Liu, Yunfei Tong, Yun Wan, Ziqiang Xia, Guoyan Yao, Xiaojing Shang, Yan Huang, Lijun Chen, Daniel Q. Chen, Bo Liu
2023	Cognitive Science and Technology C. K. Shahnazeer, G. Sureshkumar
2023	2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI) Debojyoti Pal, Tanushree Meena, Sudipta Roy
2023	Lecture Notes in Networks and Systems Ethiraj Thipakaran, R. Gandhiraj, Manoj Kumar Panda
2023	Deep learning to predict esophageal variceal bleeding based on endoscopic images Journal of International Medical Research Yu Hong, Qianqian Yu, Feng Mo, Minyue Yin, Chang Xu, Shiqi Zhu, Jiaxi Lin, Guoting Xu, Jingwen Gao, Lu Liu, Yu Wang
2023	2023 IEEE Symposium Series on Computational Intelligence (SSCI) Sumaiya Deen Muhammad, Ziad Kobti
2023	Deep learning models for multilabel ECG abnormalities classification: A comparative study using TPE optimization Journal of Intelligent Systems Atiaf A. Rawi, Murtada K. Elbashir, Awadallah M. Ahmed
2023	Contour extraction of medical images using an attention-based network Biomedical Signal Processing and Control Ju Jian Lv, Hao Yuan Chen, Jia Wen Li, Kai Han Lin, Rong Jun Chen, Lei Jun Wang, Xian Xian Zeng, Jin Chang Ren, Hui Min Zhao
2023	A New Model of Organizing Mass Screening Based on Stand-Alone Artificial Intelligence Used for Fluorography Image Triage ЗДОРОВЬЕ НАСЕЛЕНИЯ И СРЕДА ОБИТАНИЯ - ЗНиСО / PUBLIC HEALTH AND LIFE ENVIRONMENT Yuriy A. Vasilev, Anton V. Vladzymyrskyy, Kirill M. Arzamasov, Lev D. Pestrenin, Igor M. Shulkin
2023	Automatic pulmonary artery-vein separation in CT images using a twin-pipe network and topology reconstruction PeerJ Computer Science Lin Pan, Xiaochao Yan, Yaoyong Zheng, Liqin Huang, Zhen Zhang, Rongda Fu, Bin Zheng, Shaohua Zheng
2023	2023 18th International Conference on Machine Vision and Applications (MVA) James-Andrew Sarmiento, Liushifeng Chen, Prospero Naval
2023	Improving OCT Image Segmentation of Retinal Layers by Utilizing a Machine Learning Based Multistage System of Stacked Multiscale Encoders and Decoders Bioengineering Arunodhayan Sampath Kumar, Tobias Schlosser, Holger Langner, Marc Ritter, Danny Kowerko
2023	Neural network application for assessing thyroid-associated orbitopathy activity using orbital computed tomography Scientific Reports Jaesung Lee, Sanghyuck Lee, Won Jun Lee, Nam Ju Moon, Jeong Kyu Lee
2023	Breast Cancer Segmentation from Ultrasound Images Using ResNext-based U-Net Model Bitlis Eren Üniversitesi Fen Bilimleri Dergisi Oğuzhan KATAR, Özal YILDIRIM
2023	2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS) Himanshu Pant, Manoj Chandra Lohani, Ashutosh Kumar Bhatt
2023	Automatic and efficient pneumothorax segmentation from CT images using EFA-Net with feature alignment function Scientific Reports Yinghao Liu, Pengchen Liang, Kaiyi Liang, Qing Chang
2023	Smart IoMT-based segmentation of coronavirus infections using lung CT scans Alexandria Engineering Journal Mohamed Esmail Karar, Z. Faizal Khan, Hussain Alshahrani, Omar Reyad
2023	Proceedings of the 2023 8th International Conference on Intelligent Information Technology Pham Ngoc Ha, Antoine Doucet, Giang Son Tran
2023	Predicting the efficacy of non-steroidal anti-inflammatory drugs in migraine using deep learning and three-dimensional T1-weighted images iScience Heng-Le Wei, Cunsheng Wei, Yibo Feng, Wanying Yan, Yu-Sheng Yu, Yu-Chen Chen, Xindao Yin, Junrong Li, Hong Zhang
2023	Deep learning for pneumothorax diagnosis: a systematic review and meta-analysis European Respiratory Review Takahiro Sugibayashi, Shannon L. Walston, Toshimasa Matsumoto, Yasuhito Mitsuyama, Yukio Miki, Daiju Ueda
2023	Medical Image Segmentation Using Automatic Optimized U-Net Architecture Based on Genetic Algorithm Journal of Personalized Medicine Mohammed Khouy, Younes Jabrane, Mustapha Ameur, Amir Hajjam El Hassani
2022	Improving radiographic triaging of COVID-19 patients using artificial intelligence Cancer Research, Statistics, and Treatment Hemant Kulkarni
2022	Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray Computers in Biology and Medicine Debojyoti Pal, Pailla Balakrishna Reddy, Sudipta Roy
2022	2022 International Conference on Data Analytics for Business and Industry (ICDABI) Esra Balik, Buket Kaya, Mehmet Kaya
2022	Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet Computational Intelligence and Neuroscience Cui-fang Zhao, Wan-yun Yao, Mei-juan Yi, Chao Wan, Yong-le Tian
2022	Use of semantic segmentation for mapping Sargassum on beaches PeerJ Javier Arellano-Verdejo, Martin Santos-Romero, Hugo E. Lazcano-Hernandez
2022	A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs Bioengineering Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
2022	Automatic Detection of Liver Cancer Using Hybrid Pre-Trained Models Sensors Esam Othman, Muhammad Mahmoud, Habib Dhahri, Hatem Abdulkader, Awais Mahmood, Mina Ibrahim
2022	DERİN ÖĞRENME VE GÖRÜNTÜ İŞLEME YÖNTEMLERİNİ KULLANARAK GÖĞÜS X-IŞINI GÖRÜNTÜLERİNDEN AKCİĞER BÖLGESİNİ TESPİT ETME International Journal of 3D Printing Technologies and Digital Industry Nurefşan KARACA, Abdulkadir KARACI
2022	2022 13th International Conference on Information and Communication Systems (ICICS) Somaya Alshare, Malak Abdullah, Muhannad Quwaider
2022	Automated Multimodal Machine Learning for Esophageal Variceal Bleeding Prediction Based on Endoscopy and Structured Data Journal of Digital Imaging Yu Wang, Yu Hong, Yue Wang, Xin Zhou, Xin Gao, Chenyan Yu, Jiaxi Lin, Lu Liu, Jingwen Gao, Minyue Yin, Guoting Xu, Xiaolin Liu, Jinzhou Zhu
2022	Automatic measurement of acidity from roasted coffee beans images using efficient deep learning Journal of Food Process Engineering Petch Sajjacholapunt, Akara Supratak, Suppawong Tuarob
2022	Lecture Notes in Computer Science Asifuzzaman Lasker, Mridul Ghosh, Sk Md Obaidullah, Chandan Chakraborty, Teresa Goncalves, Kaushik Roy
2022	2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Anping Cai, Leiting Chen, Yongqi Chen, Jiahao Fang, Mengqi Sun, Zhou Chuan
2022	Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss PeerJ Computer Science Lun Zhang, Junhua Zhang
2022	Fully Convolutional Network for the Semantic Segmentation of Medical Images: A Survey Diagnostics Sheng-Yao Huang, Wen-Lin Hsu, Ren-Jun Hsu, Dai-Wei Liu
2022	2022 13th International Conference on Information and Communication Systems (ICICS) Musab Wedyan, Hikemt Ali, Malak Abdullah
2022	2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) Abdelbaki Souid, Hedi Sakli
2021	2021 Advanced Communication Technologies and Signal Processing (ACTS) Ananya Bhattacharjee, R Murugan, Tripti Goel, Badal Soni
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