Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays
Fuente:
arXiv
Saved in:
| Main Author: | Singh, Gaurav |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
by: Wu, Yuli, et al.
Published: (2023)
by: Wu, Yuli, et al.
Published: (2023)
Deep Multi-Threshold Spiking-UNet for Image Processing
by: Li, Hebei, et al.
Published: (2023)
by: Li, Hebei, et al.
Published: (2023)
Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
by: Chen, Xuelei, et al.
Published: (2023)
by: Chen, Xuelei, et al.
Published: (2023)
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
by: Mustafa, Yasmine, et al.
Published: (2024)
by: Mustafa, Yasmine, et al.
Published: (2024)
Biologically inspired deep residual networks for computer vision applications
by: Varghese, Prathibha, et al.
Published: (2022)
by: Varghese, Prathibha, et al.
Published: (2022)
NCST: Neural-based Color Style Transfer for Video Retouching
by: Jiang, Xintao, et al.
Published: (2024)
by: Jiang, Xintao, et al.
Published: (2024)
Retina-Inspired Object Motion Segmentation for Event-Cameras
by: Clerico, Victoria, et al.
Published: (2024)
by: Clerico, Victoria, et al.
Published: (2024)
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
by: Hamzaoui, Imane, et al.
Published: (2024)
by: Hamzaoui, Imane, et al.
Published: (2024)
Improvement of Spiking Neural Network with Bit Planes and Color Models
by: Luu, Nhan T., et al.
Published: (2024)
by: Luu, Nhan T., et al.
Published: (2024)
Region Masking to Accelerate Video Processing on Neuromorphic Hardware
by: Sarkar, Sreetama, et al.
Published: (2025)
by: Sarkar, Sreetama, et al.
Published: (2025)
Coarse-to-fine crack cue for robust crack detection
by: Liu, Zelong, et al.
Published: (2025)
by: Liu, Zelong, et al.
Published: (2025)
Deep Nonlinear Hyperspectral Unmixing Using Multi-task Learning
by: Mehrdad, Saeid, et al.
Published: (2024)
by: Mehrdad, Saeid, et al.
Published: (2024)
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis
by: Pan, Yi, et al.
Published: (2024)
by: Pan, Yi, et al.
Published: (2024)
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras
by: Lee, Chae Young, et al.
Published: (2025)
by: Lee, Chae Young, et al.
Published: (2025)
Line-based Event Preprocessing: Towards Low-Energy Neuromorphic Computer Vision
by: Gruel, Amélie, et al.
Published: (2026)
by: Gruel, Amélie, et al.
Published: (2026)
SpinalNet: Deep Neural Network with Gradual Input
by: Kabir, H M Dipu, et al.
Published: (2020)
by: Kabir, H M Dipu, et al.
Published: (2020)
NYCTALE: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction
by: Khademi, Sadaf, et al.
Published: (2024)
by: Khademi, Sadaf, et al.
Published: (2024)
Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers
by: Mousa, Ramin, et al.
Published: (2024)
by: Mousa, Ramin, et al.
Published: (2024)
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks
by: Vieira, Guilherme, et al.
Published: (2022)
by: Vieira, Guilherme, et al.
Published: (2022)
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser
by: Fani, Armina, et al.
Published: (2025)
by: Fani, Armina, et al.
Published: (2025)
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media
by: Zhang, Ning, et al.
Published: (2025)
by: Zhang, Ning, et al.
Published: (2025)
E-ReCON: An Energy- and Resource-Efficient Precision-Configurable Sparse nvCIM Macro for Conventional and Spiking Neural Edge Inference
by: Tenwar, Ankit Kumar, et al.
Published: (2026)
by: Tenwar, Ankit Kumar, et al.
Published: (2026)
Spiking Neural Network Feature Discrimination Boosts Modality Fusion
by: Oikonomou, Katerina Maria, et al.
Published: (2025)
by: Oikonomou, Katerina Maria, et al.
Published: (2025)
L-SPINE: A Low-Precision SIMD Spiking Neural Compute Engine for Resource-efficient Edge Inference
by: Kumar, Sonu, et al.
Published: (2026)
by: Kumar, Sonu, et al.
Published: (2026)
Frame forecasting in cine MRI using the PCA respiratory motion model: comparing recurrent neural networks trained online and transformers
by: Pohl, Michel, et al.
Published: (2024)
by: Pohl, Michel, et al.
Published: (2024)
Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images
by: Lei, Bowen, et al.
Published: (2024)
by: Lei, Bowen, et al.
Published: (2024)
MS2Edge: Towards Energy-Efficient and Crisp Edge Detection with Multi-Scale Residual Learning in SNNs
by: Fan, Yimeng, et al.
Published: (2025)
by: Fan, Yimeng, et al.
Published: (2025)
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
by: Roy, Santanu, et al.
Published: (2025)
by: Roy, Santanu, et al.
Published: (2025)
XAI-Guided Analysis of Residual Networks for Interpretable Pneumonia Detection in Paediatric Chest X-rays
by: Ridwan, Rayyan
Published: (2025)
by: Ridwan, Rayyan
Published: (2025)
Neuromorphic Retina: An FPGA-based Emulator
by: Philip, Prince, et al.
Published: (2025)
by: Philip, Prince, et al.
Published: (2025)
Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays
by: Lei, Yiming, et al.
Published: (2025)
by: Lei, Yiming, et al.
Published: (2025)
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays
by: Roy, Ayush, et al.
Published: (2024)
by: Roy, Ayush, et al.
Published: (2024)
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
by: Nettur, Suresh Babu, et al.
Published: (2025)
by: Nettur, Suresh Babu, et al.
Published: (2025)
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning Approach
by: Muharram, Arief Purnama, et al.
Published: (2023)
by: Muharram, Arief Purnama, et al.
Published: (2023)
Lightweight Convolutional Neural Networks for Retinal Disease Classification
by: Qasim, Duaa Kareem, et al.
Published: (2025)
by: Qasim, Duaa Kareem, et al.
Published: (2025)
Snuffy: Efficient Whole Slide Image Classifier
by: Jafarinia, Hossein, et al.
Published: (2024)
by: Jafarinia, Hossein, et al.
Published: (2024)
PIP-Net: Pedestrian Intention Prediction in the Wild
by: Azarmi, Mohsen, et al.
Published: (2024)
by: Azarmi, Mohsen, et al.
Published: (2024)
CORVET: A CORDIC-Powered, Resource-Frugal Mixed-Precision Vector Processing Engine for High-Throughput AIoT applications
by: Kumar, Sonu, et al.
Published: (2026)
by: Kumar, Sonu, et al.
Published: (2026)
Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
by: Dutta, P K, et al.
Published: (2025)
by: Dutta, P K, et al.
Published: (2025)
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
by: Chen, Shengchao, et al.
Published: (2022)
by: Chen, Shengchao, et al.
Published: (2022)
Similar Items
-
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
by: Wu, Yuli, et al.
Published: (2023) -
Deep Multi-Threshold Spiking-UNet for Image Processing
by: Li, Hebei, et al.
Published: (2023) -
Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
by: Chen, Xuelei, et al.
Published: (2023) -
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
by: Mustafa, Yasmine, et al.
Published: (2024) -
Biologically inspired deep residual networks for computer vision applications
by: Varghese, Prathibha, et al.
Published: (2022)