Search Results - "Convolutional Neural Networks"

Comparison of CNN-based deep learning architectures for unsteady CFD acceleration on small datasets by Sangam Khanal, Shilaj Baral, Joongoo Jeon

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A Complete Transfer Learning-Based Pipeline for Discriminating Between Select Pathogenic Yeasts from Microscopy Photographs by Ryan A. Parker, Danielle S. Hannagan, Jan H. Strydom, Christopher J. Boon, Jessica Fussell, Chelbie A. Mitchell, Katie L. Moerschel, Aura G. Valter-Franco, Christopher T. Cornelison

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Deep Learning for Multi-Tissue Cancer Classification of Gene Expressions (GeneXNet) by Tarek Khorshed, Mohamed N. Moustafa, Ahmed Rafea

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Multi-Scale Venation Pattern Analysis for Medicinal Plant Species Recognition by Arnav Sanjay Karnik, Nikhil Nair, Yashas Sagili, P. B. Pb

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Hybrid Deep Learning Approach for Automated Sleep Cycle Analysis by Sebastián Urbina Fredes, Ali Dehghan Firoozabadi, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, Cesar A. Azurdia-Meza

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Key Vital Signs Monitor Based on MIMO Radar by Michael Gottinger, Nicola Notari, Samuel Dutler, Samuel Kranz, Robin Vetsch, Tindaro Pittorino, Christoph Würsch, Guido Piai

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Methodology for Studying Neural Network Descriptors in Solving the Problem of Finding Anatomical Layers in Computed Tomography Images of the Lungs by A. A. Kosareva

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A Hybrid MIL Approach Leveraging Convolution and State-Space Model for Whole-Slide Image Cancer Subtyping by Dehui Bi, Yuqi Zhang

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Quantification of Flavonoid Contents in Holy Basil Using Hyperspectral Imaging and Deep Learning Approaches by Apichat Suratanee, Panita Chutimanukul, Kitiporn Plaimas

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Convolutional Neural Networks—Long Short-Term Memory—Attention: A Novel Model for Wear State Prediction Based on Oil Monitoring Data by Ying Du, Hui Wei, Tao Shao, Shishuai Chen, Jianlei Wang, Chunguo Zhou, Yanchao Zhang

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Utilizing CNN architectures for non-invasive diagnosis of speech disorders – further experiments and insights by Filip Ratajczak, Mikołaj Najda, Kamil Szyc

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A Unified YOLOv8 Approach for Point-of-Care Diagnostics of Salivary <i>α</i>-Amylase by Youssef Amin, Paola Cecere, Pier Paolo Pompa

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Hybrid CNN and Transformer-Based Sequential Learning Techniques for Plant Disease Classification by Anuruk Prommakhot, Jakkrit Onshaunjit, Wichian Ooppakaew, Grianggai Samseemoung, Jakkree Srinonchat

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Automated Loudness Growth Prediction From EEG Signals Using Autoencoder and Multi-Target Regression by D. Rama Harshita, Nitya Tiwari, Himanshu Padole, K. S. Nataraj

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Comparative Analysis of Automated vs. Expert-Designed Machine Learning Models in Age-Related Macular Degeneration Detection and Classification by Ceren Durmaz Engin, Ufuk Beşenk, Denizcan Özizmirliler, Mustafa Alper Selver

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CapsuleThermNet: A CNN-CapsuleNet Architecture for Early Detection of Suicide Risk in Depressed Patients Using Thermal Facial Imaging by Eddy Muntina Dharma, Harjanto Prabowo, Agung Trisetyarso, Tjhin Wiguna

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Optimizing Powerline Infrastructure Inspection, Monitoring And Asset Management Using UAVs And Artificial Intelligence Techniques by Faustin A. S. Banda, Chilombo Sakahundu, Penjani Hopkins Nyimbili, Erastus Misheng’u Mwanaumo, Wellington Didibhuku Thwala

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Optimizing knee osteoarthritis severity diagnostics: A GA-enhanced deep ensemble approach in medical imaging by Thien B. Nguyen-Tat, Truc-Phuong Nguyen-Duong

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Evaluation of Post Hoc Uncertainty Quantification Approaches for Flood Detection From SAR Imagery by Jakob Ludwig, Ronny Hansch

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Convolutional Neural Network Training for RGBN Camera Color Restoration Using Generated Image Pairs by Zhenghao Han, Li Li, Weiqi Jin, Xia Wang, Gangcheng Jiao, Hailin Wang

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