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Constructing hierarchical attentive functional brain networks for early AD diagnosis

JOURNAL ARTICLE published May 2024 in Medical Image Analysis

Research funded by Science, Technology and Innovation Commission of Shenzhen Municipality (JCYJ20220530145411027,JCYJ20220818102414031) | Basic and Applied Basic Research Foundation of Guangdong Province (2023A1515011780,2022A1515011375,2023A1515012278) | National Natural Science Foundation of China (62131015,62250710165,U23A20295,62201628,62101611)

Authors: Jianjia Zhang | Yunan Guo | Luping Zhou | Lei Wang | Weiwen Wu | Dinggang Shen

https://doi.org/10.1016/j.media.2024.103137 Actions

RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps

JOURNAL ARTICLE published May 2024 in Medical Image Analysis

Research funded by Research to Prevent Blindness (P30 EY003790) | National Institutes of Health (R00 EY028631,R21 EY035298,P30 EY003790)

Authors: Min Shi | Yu Tian | Yan Luo | Tobias Elze | Mengyu Wang

https://doi.org/10.1016/j.media.2024.103110 Actions

Random load identification of cylindrical shell structure based on multi-layer neural network and support vector regression

JOURNAL ARTICLE published 25 April 2024 in The Journal of Strain Analysis for Engineering Design

Authors: Xinliang Yang | Yanfeng Guo | Yawen Chen | Jinwei Zhao | Longlei Dong | Yanjun Lü

https://doi.org/10.1177/03093247241245185 Actions

Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis

JOURNAL ARTICLE published 19 April 2024 in PeerJ Computer Science

Authors: Tanzim Hossain | F M Javed Mehedi Shamrat | Xujuan Zhou | Imran Mahmud | Md. Sakib Ali Mazumder | Sharmin Sharmin | Raj Gururajan

https://doi.org/10.7717/peerj-cs.1950 Actions

Retinal Disease Diagnosis Using Machine Learning Techniques

BOOK CHAPTER published 8 April 2024 in Applied Intelligence for Medical Image Analysis

Authors: G. Kalaiarasi | B. Saritha | S. K. Kabilesh | D. Mohanapriya

https://doi.org/10.1201/9781003461852-9 Actions

Computer-Based Diagnosis of Early Signs of Diabetic Peripheral Neuropathy in Thermal Videos of the Plantar Foot

PROCEEDINGS ARTICLE published 17 March 2024 in 2024 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)

Authors: Peter Soliz | Jeff Wigdahl | Sarah Soliz | Sheraz Saint-Lot | Adhitya Bhandarkar | Sooraj Bhatia | Elizabeth Duran-Valdez | David S. Schade

https://doi.org/10.1109/ssiai59505.2024.10508703 Actions

Medical Image Analysis Based on Deep Learning Approach for Early Diagnosis of Diseases

BOOK CHAPTER published 5 March 2024 in Deep Learning for Smart Healthcare

Authors: S. Balasubramaniam | A. Prasanth | K. Satheesh Kumar | V. Kavitha

https://doi.org/10.1201/9781003469605-4 Actions

Leveraging Deep Learning for Early Diagnosis of Alzheimer's Using Comparative Analysis of Convolutional Neural Network Techniques

BOOK CHAPTER published 26 February 2024 in Advances in Medical Diagnosis, Treatment, and Care

Authors: Namria Ishaaq | Md Tabrez Nafis | Anam Reyaz

https://doi.org/10.4018/979-8-3693-3679-3.ch009 Actions

Machine Fault Diagnosis through Vibration Analysis: Continuous Wavelet Transform with Complex Morlet Wavelet and Time–Frequency RGB Image Recognition via Convolutional Neural Network

JOURNAL ARTICLE published 22 January 2024 in Electronics

Research funded by Poznan University of Technology (0214/SBAD/0243)

Authors: Dominik Łuczak

https://doi.org/10.3390/electronics13020452 Actions

Simultaneous alignment and surface regression using hybrid 2D–3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations

JOURNAL ARTICLE published January 2024 in Medical Image Analysis

Authors: Hong Liu | Dong Wei | Donghuan Lu | Xiaoying Tang | Liansheng Wang | Yefeng Zheng

https://doi.org/10.1016/j.media.2023.103019 Actions

Revolutionizing COVID-19 Diagnosis: Advancements in Chest X-ray Analysis through Customized Convolutional Neural Networks and Image Fusion Data Augmentation

JOURNAL ARTICLE published 2024 in BIO Web of Conferences

Authors: Zainab Alzamili | Kassem Danach | Mondher Frikha

Editors: N. Aldahan | A.J. Ramadhan

https://doi.org/10.1051/bioconf/20249700014 Actions

Reliability of retinal nerve fiber layer color codes of optical coherence tomography in early diagnosis of glaucoma

JOURNAL ARTICLE published 2024 in Turkish Journal of Clinical and Experimental Ophthalmology

Authors: Nilgun Solmaz | Melih Ustaoglu | Feyza Onder

https://doi.org/10.37844/tj-ceo.2024.1.2 Actions

Medical image analysis of masses in mammography using deep learning model for early diagnosis of cancer tissues

BOOK CHAPTER published 2024 in Computational Intelligence and Modelling Techniques for Disease Detection in Mammogram Images

Authors: R. Julia | Shajin Prince | D. Bini

https://doi.org/10.1016/b978-0-443-13999-4.00006-7 Actions

Correlation of peripapillary retinal nerve fiber layer and macular ganglion cell–inner plexiform layer in early to moderate glaucoma using the Cirrus® widefield analysis (PanoMap®)

JOURNAL ARTICLE published March 2024 in Indian Journal of Ophthalmology

Authors: Patricia Camille O Acosta | John Mark S de Leon

https://doi.org/10.4103/ijo.ijo_697_23 Actions

Dental X-Ray Image Analysis for Diagnosis Utilized Convolutional Neural Network Using Real-Time Performance

PROCEEDINGS ARTICLE published 4 December 2023 in 2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC)

Authors: Mohammed Yousif Arabi | Ghazi Mohamad Ramadan | R Archana Reddy | Mohammed I. Habelalmateen | Priyanka K

https://doi.org/10.1109/icmnwc60182.2023.10435896 Actions

Enhancing medical image analysis: A fusion of fully connected neural network classifier with CNN-VIT for improved retinal disease detection

JOURNAL ARTICLE published 2 December 2023 in Journal of Intelligent & Fuzzy Systems

Authors: Khaja Mannanuddin | V.R. Vimal | Angalkuditi Srinivas | S.D. Uma Mageswari | G. Mahendran | J. Ramya | Ashok Kumar | Pranjal Das | R.G. Vidhya

https://doi.org/10.3233/jifs-235055 Actions

Advancing Optical Tomography Image Analysis: Exploring Convolutional Neural Network Model Variants for Retinal Damage Detection

PROCEEDINGS ARTICLE published 1 December 2023 in 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)

Authors: Sathyan S | Chanchal M | Raghul S | Jeyakumar G

https://doi.org/10.1109/upcon59197.2023.10434663 Actions

Performance of Deep Learning Based Classification of Retinal Image and Analysis of Effective Diagnosis of Glaucoma

PROCEEDINGS ARTICLE published 1 November 2023 in 2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS)

Authors: Roshni Afshan | Ashish Kumar Chakraverti | Megha Chhabra

https://doi.org/10.1109/ictacs59847.2023.10390160 Actions

Multi-Method Analysis of Histopathological Image for Early Diagnosis of Oral Squamous Cell Carcinoma Using Deep Learning and Hybrid Techniques

JOURNAL ARTICLE published 31 October 2023 in Cancers

Research funded by Princess Nourah bint Abdulrahman University Researchers Supporting Project (PNURSP2023R54)

Authors: Mehran Ahmad | Muhammad Abeer Irfan | Umar Sadique | Ihtisham ul Haq | Atif Jan | Muhammad Irfan Khattak | Yazeed Yasin Ghadi | Hanan Aljuaid

https://doi.org/10.3390/cancers15215247 Actions

Early pigment spot segmentation and classification from iris cellular image analysis with explainable deep learning and multiclass support vector machine

JOURNAL ARTICLE published 31 October 2023 in Biochemistry and Cell Biology

Authors: Amjad R. Khan | Rabia Javed | Tariq Sadad | Saeed Ali Bahaj | Gabriel Avelino Sampedro | Mideth Abisado

https://doi.org/10.1139/bcb-2023-0183 Actions
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