UGGNet: Bridging U-Net and VGG for Advanced Breast Cancer Diagnosis
Fuente:
arXiv
Saved in:
| Main Authors: | Minh, Tran Cao, Quoc, Nguyen Kim, Vinh, Phan Cong, Phu, Dang Nhu, Chi, Vuong Xuan, Tan, Ha Minh |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound Diagnosis
by: Chung, Dat T., et al.
Published: (2024)
by: Chung, Dat T., et al.
Published: (2024)
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
by: Tran, Dinh-Phu, et al.
Published: (2024)
by: Tran, Dinh-Phu, et al.
Published: (2024)
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark
by: Nguyen, Phu-Vinh, et al.
Published: (2025)
by: Nguyen, Phu-Vinh, et al.
Published: (2025)
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation
by: Tran, Le-Anh, et al.
Published: (2026)
by: Tran, Le-Anh, et al.
Published: (2026)
Variational Autoencoder for Anomaly Detection: A Comparative Study
by: Nguyen, Huy Hoang, et al.
Published: (2024)
by: Nguyen, Huy Hoang, et al.
Published: (2024)
Insight Into the Collocation of Multi-Source Satellite Imagery for Multi-Scale Vessel Detection
by: La, Tran-Vu, et al.
Published: (2024)
by: La, Tran-Vu, et al.
Published: (2024)
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2023)
by: Trinh, Quoc-Huy, et al.
Published: (2023)
Adversarially Robust Feature Learning for Breast Cancer Diagnosis
by: Hao, Degan, et al.
Published: (2024)
by: Hao, Degan, et al.
Published: (2024)
Perception-based multiplicative noise removal using SDEs
by: Vuong, An, et al.
Published: (2024)
by: Vuong, An, et al.
Published: (2024)
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis
by: Nguyen, Van Phi, et al.
Published: (2024)
by: Nguyen, Van Phi, et al.
Published: (2024)
Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis
by: Rehman, Abdul, et al.
Published: (2024)
by: Rehman, Abdul, et al.
Published: (2024)
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval
by: Nguyen, Hai-Long, et al.
Published: (2024)
by: Nguyen, Hai-Long, et al.
Published: (2024)
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery
by: An, Di, et al.
Published: (2025)
by: An, Di, et al.
Published: (2025)
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
by: Sun, Guanqun, et al.
Published: (2023)
by: Sun, Guanqun, et al.
Published: (2023)
Qualitative Properties of Solutions of Nonlinear Fractional Diffusion Equations Perturbed by a Multiplicative H ‐Regular Space‐Time White Noise
by: Dang Duc Trong, et al.
Published: (2025)
by: Dang Duc Trong, et al.
Published: (2025)
Selective Phase-Aware Training of nnU-Net for Robust Breast Cancer Segmentation in Multi-Center DCE-MRI
by: Zayim, Beyza, et al.
Published: (2025)
by: Zayim, Beyza, et al.
Published: (2025)
Enhancing Underwater Images via Deep Learning: A Comparative Study of VGG19 and ResNet50-Based Approaches
by: Li, Aoqi, et al.
Published: (2025)
by: Li, Aoqi, et al.
Published: (2025)
ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer
by: Qi, Xuyin, et al.
Published: (2025)
by: Qi, Xuyin, et al.
Published: (2025)
Phase-fraction guided denoising diffusion model for augmenting multiphase steel microstructure segmentation via micrograph image-mask pair synthesis
by: Nguyen, Hoang Hai Nam, et al.
Published: (2025)
by: Nguyen, Hoang Hai Nam, et al.
Published: (2025)
Optimizing Synthetic Correlated Diffusion Imaging for Breast Cancer Tumour Delineation
by: Tai, Chi-en Amy, et al.
Published: (2024)
by: Tai, Chi-en Amy, et al.
Published: (2024)
Bridging Machine Learning and Clinical Diagnosis: An Explainable Biomarker for ß-Amyloid PET Imaging
by: Barbero, Janos, et al.
Published: (2023)
by: Barbero, Janos, et al.
Published: (2023)
A novel method for identifying rice seed purity based on hybrid machine learning algorithms
by: Thi-Thu-Hong, Phan, et al.
Published: (2024)
by: Thi-Thu-Hong, Phan, et al.
Published: (2024)
Enhancing Clinically Significant Prostate Cancer Prediction in T2-weighted Images through Transfer Learning from Breast Cancer
by: Tai, Chi-en Amy, et al.
Published: (2024)
by: Tai, Chi-en Amy, et al.
Published: (2024)
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images
by: Derakhshandeh, Sina, et al.
Published: (2024)
by: Derakhshandeh, Sina, et al.
Published: (2024)
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding
by: Huynh, Tuan-Luc, et al.
Published: (2025)
by: Huynh, Tuan-Luc, et al.
Published: (2025)
Novel GA‐OCEAN Framework for Automatically Designing the Charge‐Pump Circuit
by: Trang Hoang, et al.
Published: (2024)
by: Trang Hoang, et al.
Published: (2024)
Optimizing MV CBCT Imaging Protocols Using NTCP and Secondary Cancer Risk: A Multi-Site Study in Breast, Pelvic, and Head & Neck Radiotherapy
by: Duong, Thanh Tai, et al.
Published: (2025)
by: Duong, Thanh Tai, et al.
Published: (2025)
Bridging the Reasoning Gap in Vietnamese with Small Language Models via Test-Time Scaling
by: Trung, Bui The, et al.
Published: (2026)
by: Trung, Bui The, et al.
Published: (2026)
MRI Breast tissue segmentation using nnU-Net for biomechanical modeling
by: Pooyan, Melika, et al.
Published: (2024)
by: Pooyan, Melika, et al.
Published: (2024)
Fine-tuned Transformer Models for Breast Cancer Detection and Classification
by: Osman, Showkat, et al.
Published: (2025)
by: Osman, Showkat, et al.
Published: (2025)
Breast Cancer Classification with Enhanced Interpretability: DALAResNet50 and DT Grad-CAM
by: Liu, Suxing
Published: (2023)
by: Liu, Suxing
Published: (2023)
Improving Breast Cancer Grade Prediction with Multiparametric MRI Created Using Optimized Synthetic Correlated Diffusion Imaging
by: Tai, Chi-en Amy, et al.
Published: (2024)
by: Tai, Chi-en Amy, et al.
Published: (2024)
Cross-Attention Multimodal Fusion for Breast Cancer Diagnosis: Integrating Mammography and Clinical Data with Explainability
by: Nantogmah, Muhaisin Tiyumba, et al.
Published: (2025)
by: Nantogmah, Muhaisin Tiyumba, et al.
Published: (2025)
Integrating VGG 19 U‐Net for Breast Thermogram Segmentation and Hybrid Enhancement With Optimized Classifier Selection: A Novel Approach to Breast Cancer Diagnosis
by: A. Arul Edwin Raj, et al.
Published: (2024)
by: A. Arul Edwin Raj, et al.
Published: (2024)
SAGE: Shape-Adapting Gated Experts for Adaptive Histopathology Image Segmentation
by: Thai, Gia Huy, et al.
Published: (2025)
by: Thai, Gia Huy, et al.
Published: (2025)
Morphological Variation of the Fiddler Crab Tubuca paradussumieri (Decapoda: Ocypodidae) Among Provinces in the Vietnamese Mekong Delta and a Classification Key for Genus Tubuca
by: Anh Ngoc Tran, et al.
Published: (2025)
by: Anh Ngoc Tran, et al.
Published: (2025)
Continuous Wavelet Transformation and VGG16 Deep Neural Network for Stress Classification in PPG Signals
by: Hasanpoor, Yasin, et al.
Published: (2024)
by: Hasanpoor, Yasin, et al.
Published: (2024)
BreastSegNet: Multi-label Segmentation of Breast MRI
by: Li, Qihang, et al.
Published: (2025)
by: Li, Qihang, et al.
Published: (2025)
Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis
by: Du, Junliang, et al.
Published: (2024)
by: Du, Junliang, et al.
Published: (2024)
Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction
by: Tai, Chi-en Amy, et al.
Published: (2024)
by: Tai, Chi-en Amy, et al.
Published: (2024)
Similar Items
-
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound Diagnosis
by: Chung, Dat T., et al.
Published: (2024) -
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
by: Tran, Dinh-Phu, et al.
Published: (2024) -
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark
by: Nguyen, Phu-Vinh, et al.
Published: (2025) -
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation
by: Tran, Le-Anh, et al.
Published: (2026) -
Variational Autoencoder for Anomaly Detection: A Comparative Study
by: Nguyen, Huy Hoang, et al.
Published: (2024)