Aiding Medical Diagnosis through Image Synthesis and Classification
Fuente:
arXiv
Saved in:
| Main Author: | Choudhary, Kanishk |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis
by: Ren, Sufen, et al.
Published: (2024)
by: Ren, Sufen, et al.
Published: (2024)
The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers
by: Awadhiya, Kanishk
Published: (2025)
by: Awadhiya, Kanishk
Published: (2025)
Research on Intelligent Aided Diagnosis System of Medical Image Based on Computer Deep Learning
by: Yuan, Jiajie, et al.
Published: (2024)
by: Yuan, Jiajie, et al.
Published: (2024)
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis
by: Chen, Qiuhui, et al.
Published: (2024)
by: Chen, Qiuhui, et al.
Published: (2024)
Enhancing Reliability of Medical Image Diagnosis through Top-rank Learning with Rejection Module
by: Ji, Xiaotong, et al.
Published: (2025)
by: Ji, Xiaotong, et al.
Published: (2025)
Medical Knowledge Intervention Prompt Tuning for Medical Image Classification
by: Du, Ye, et al.
Published: (2025)
by: Du, Ye, et al.
Published: (2025)
Deep Modeling and Optimization of Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis
by: Zhu, Yitao, et al.
Published: (2025)
by: Zhu, Yitao, et al.
Published: (2025)
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis
by: Geng, Xinyu, et al.
Published: (2024)
by: Geng, Xinyu, et al.
Published: (2024)
Domain Adaptation Techniques for Natural and Medical Image Classification
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
Universal Semi-Supervised Learning for Medical Image Classification
by: Ju, Lie, et al.
Published: (2023)
by: Ju, Lie, et al.
Published: (2023)
Evaluating the Fairness of Neural Collapse in Medical Image Classification
by: Mouheb, Kaouther, et al.
Published: (2024)
by: Mouheb, Kaouther, et al.
Published: (2024)
Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis
by: Ullah, Zahid, et al.
Published: (2025)
by: Ullah, Zahid, et al.
Published: (2025)
SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis
by: Xiang, Haozhe, et al.
Published: (2025)
by: Xiang, Haozhe, et al.
Published: (2025)
Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis
by: Lai, Haoran, et al.
Published: (2025)
by: Lai, Haoran, et al.
Published: (2025)
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models
by: Chen, Qiuhui, et al.
Published: (2025)
by: Chen, Qiuhui, et al.
Published: (2025)
Adapting a Segmentation Foundation Model for Medical Image Classification
by: Gu, Pengfei, et al.
Published: (2025)
by: Gu, Pengfei, et al.
Published: (2025)
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models
by: Wang, Hu, et al.
Published: (2025)
by: Wang, Hu, et al.
Published: (2025)
Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)
by: Wu, Yihang, et al.
Published: (2025)
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification
by: Gallée, Luisa, et al.
Published: (2025)
by: Gallée, Luisa, et al.
Published: (2025)
Exoplanet Classification through Vision Transformers with Temporal Image Analysis
by: Choudhary, Anupma, et al.
Published: (2025)
by: Choudhary, Anupma, et al.
Published: (2025)
Attention-Based Chaotic Self-Supervision for Medical Image Classification
by: Florindo, Joao Batista, et al.
Published: (2026)
by: Florindo, Joao Batista, et al.
Published: (2026)
Improved EATFormer: A Vision Transformer for Medical Image Classification
by: Shisu, Yulong, et al.
Published: (2024)
by: Shisu, Yulong, et al.
Published: (2024)
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image Classification
by: Qin, Yao, et al.
Published: (2025)
by: Qin, Yao, et al.
Published: (2025)
See-in-Pairs: Reference Image-Guided Comparative Vision-Language Models for Medical Diagnosis
by: Jin, Ruinan, et al.
Published: (2025)
by: Jin, Ruinan, et al.
Published: (2025)
Context-driven Missing-Modality Learning for Robust Medical Diagnosis with Image-Tabular Data
by: Liu, Tianling, et al.
Published: (2026)
by: Liu, Tianling, et al.
Published: (2026)
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images
by: Liu, Xiaoyi, et al.
Published: (2024)
by: Liu, Xiaoyi, et al.
Published: (2024)
UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System
by: Zhu, Yitao, et al.
Published: (2025)
by: Zhu, Yitao, et al.
Published: (2025)
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification
by: Zheng, Xiaoyu, et al.
Published: (2025)
by: Zheng, Xiaoyu, et al.
Published: (2025)
Taylor-Series Expanded Kolmogorov-Arnold Network for Medical Imaging Classification
by: Fatema, Kaniz, et al.
Published: (2025)
by: Fatema, Kaniz, et al.
Published: (2025)
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
by: Yang, Zhuoqin, et al.
Published: (2025)
by: Yang, Zhuoqin, et al.
Published: (2025)
Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention
by: Manzari, Omid Nejati, et al.
Published: (2025)
by: Manzari, Omid Nejati, et al.
Published: (2025)
Training-free Test-time Improvement for Explainable Medical Image Classification
by: He, Hangzhou, et al.
Published: (2025)
by: He, Hangzhou, et al.
Published: (2025)
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification
by: Jin, Ruinan, et al.
Published: (2024)
by: Jin, Ruinan, et al.
Published: (2024)
BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification
by: Zhu, Yaoyao, et al.
Published: (2024)
by: Zhu, Yaoyao, et al.
Published: (2024)
Federated Vision Transformer with Adaptive Focal Loss for Medical Image Classification
by: Zhao, Xinyuan, et al.
Published: (2026)
by: Zhao, Xinyuan, et al.
Published: (2026)
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification
by: Hong, Yuxin, et al.
Published: (2024)
by: Hong, Yuxin, et al.
Published: (2024)
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
by: Qiu, Kunpeng, et al.
Published: (2025)
by: Qiu, Kunpeng, et al.
Published: (2025)
CRAFT: Clinical Reward-Aligned Finetuning for Medical Image Synthesis
by: Chung, Yunsung, et al.
Published: (2026)
by: Chung, Yunsung, et al.
Published: (2026)
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
by: Phan, Vu Minh Hieu, et al.
Published: (2024)
by: Phan, Vu Minh Hieu, et al.
Published: (2024)
Similar Items
-
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis
by: Ren, Sufen, et al.
Published: (2024) -
The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers
by: Awadhiya, Kanishk
Published: (2025) -
Research on Intelligent Aided Diagnosis System of Medical Image Based on Computer Deep Learning
by: Yuan, Jiajie, et al.
Published: (2024) -
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis
by: Chen, Qiuhui, et al.
Published: (2024) -
Enhancing Reliability of Medical Image Diagnosis through Top-rank Learning with Rejection Module
by: Ji, Xiaotong, et al.
Published: (2025)