Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images
Fuente:
arXiv
Saved in:
| Main Authors: | Galdran, Adrian, Ballester, Miguel A. González |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks
by: Galdran, Adrian
Published: (2024)
by: Galdran, Adrian
Published: (2024)
SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images
by: Wang, Jiaqi, et al.
Published: (2024)
by: Wang, Jiaqi, et al.
Published: (2024)
RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images
by: Tang, Yuhan, et al.
Published: (2025)
by: Tang, Yuhan, et al.
Published: (2025)
Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging
by: Tran, Charlie, et al.
Published: (2023)
by: Tran, Charlie, et al.
Published: (2023)
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images
by: Varshan V, Yoga Sri, et al.
Published: (2024)
by: Varshan V, Yoga Sri, et al.
Published: (2024)
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging
by: Zhang, Philippe, et al.
Published: (2024)
by: Zhang, Philippe, et al.
Published: (2024)
Enhancing Diabetic Retinopathy Diagnosis: A Lightweight CNN Architecture for Efficient Exudate Detection in Retinal Fundus Images
by: Alif, Mujadded Al Rabbani
Published: (2024)
by: Alif, Mujadded Al Rabbani
Published: (2024)
Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks
by: Patel, Neel, et al.
Published: (2024)
by: Patel, Neel, et al.
Published: (2024)
Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging through Data-Centric Strategies
by: Marzouki, Amine, et al.
Published: (2024)
by: Marzouki, Amine, et al.
Published: (2024)
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images
by: Faria, Fatema Tuj Johora, et al.
Published: (2024)
by: Faria, Fatema Tuj Johora, et al.
Published: (2024)
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
GlaLSTM: A Concurrent LSTM Stream Framework for Glaucoma Detection via Biomarker Mining
by: Huang, Cheng, et al.
Published: (2024)
by: Huang, Cheng, et al.
Published: (2024)
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images
by: Chakraborty, Soham, et al.
Published: (2024)
by: Chakraborty, Soham, et al.
Published: (2024)
Adapting Learned Image Codecs to Screen Content via Adjustable Transformations
by: Dogaroglu, H. Burak, et al.
Published: (2024)
by: Dogaroglu, H. Burak, et al.
Published: (2024)
Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-supervised Machine Learning
by: Liu, Yong, et al.
Published: (2024)
by: Liu, Yong, et al.
Published: (2024)
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors
by: Baharoon, Mohammed, et al.
Published: (2023)
by: Baharoon, Mohammed, et al.
Published: (2023)
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification
by: Khanal, Bidur, et al.
Published: (2024)
by: Khanal, Bidur, et al.
Published: (2024)
Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks
by: Inan, Yavuz Selim
Published: (2024)
by: Inan, Yavuz Selim
Published: (2024)
Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification
by: Lei, Shuge, et al.
Published: (2024)
by: Lei, Shuge, et al.
Published: (2024)
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance
by: Wong, Hallee E., et al.
Published: (2024)
by: Wong, Hallee E., 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)
Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging
by: Hussein, Ahmad, et al.
Published: (2025)
by: Hussein, Ahmad, et al.
Published: (2025)
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
by: Ifty, Tanzina Taher, et al.
Published: (2024)
by: Ifty, Tanzina Taher, et al.
Published: (2024)
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images
by: Mardianta, Sidhiq, et al.
Published: (2025)
by: Mardianta, Sidhiq, et al.
Published: (2025)
Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction
by: Ducotterd, Stanislas, et al.
Published: (2024)
by: Ducotterd, Stanislas, et al.
Published: (2024)
PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images
by: Wijeratne, Sasindu, et al.
Published: (2024)
by: Wijeratne, Sasindu, et al.
Published: (2024)
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images
by: Sahayam, Subin, et al.
Published: (2024)
by: Sahayam, Subin, et al.
Published: (2024)
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation
by: Celaya, Adrian, et al.
Published: (2023)
by: Celaya, Adrian, et al.
Published: (2023)
A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach
by: Panigrahi, Lipismita, et al.
Published: (2024)
by: Panigrahi, Lipismita, et al.
Published: (2024)
AI Workflow, External Validation, and Development in Eye Disease Diagnosis
by: Chen, Qingyu, et al.
Published: (2024)
by: Chen, Qingyu, et al.
Published: (2024)
Impact of Labeling Inaccuracy and Image Noise on Tooth Segmentation in Panoramic Radiographs using Federated, Centralized and Local Learning
by: Rubak, Johan Andreas Balle, et al.
Published: (2025)
by: Rubak, Johan Andreas Balle, et al.
Published: (2025)
Novel Fundus Image Preprocessing for Retcam Images to Improve Deep Learning Classification of Retinopathy of Prematurity
by: Rahim, Sajid, et al.
Published: (2023)
by: Rahim, Sajid, et al.
Published: (2023)
Supervision by Denoising for Medical Image Segmentation
by: Young, Sean I., et al.
Published: (2022)
by: Young, Sean I., et al.
Published: (2022)
S$^3$Attention: Improving Long Sequence Attention with Smoothed Skeleton Sketching
by: Wang, Xue, et al.
Published: (2024)
by: Wang, Xue, et al.
Published: (2024)
Fundus Image Quality Assessment and Enhancement: a Systematic Review
by: Li, Heng, et al.
Published: (2025)
by: Li, Heng, et al.
Published: (2025)
Direct mineral content prediction from drill core images via transfer learning
by: Boiger, Romana, et al.
Published: (2024)
by: Boiger, Romana, et al.
Published: (2024)
Distance Guided Generative Adversarial Network for Explainable Binary Classifications
by: Xiong, Xiangyu, et al.
Published: (2023)
by: Xiong, Xiangyu, et al.
Published: (2023)
Iterative Explainability for Weakly Supervised Segmentation in Medical PE Detection
by: Condrea, Florin, et al.
Published: (2024)
by: Condrea, Florin, et al.
Published: (2024)
An Embedding is Worth a Thousand Noisy Labels
by: Di Salvo, Francesco, et al.
Published: (2024)
by: Di Salvo, Francesco, et al.
Published: (2024)
Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures
by: Prabhakaran, Anirudh, et al.
Published: (2024)
by: Prabhakaran, Anirudh, et al.
Published: (2024)
Similar Items
-
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks
by: Galdran, Adrian
Published: (2024) -
SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images
by: Wang, Jiaqi, et al.
Published: (2024) -
RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images
by: Tang, Yuhan, et al.
Published: (2025) -
Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging
by: Tran, Charlie, et al.
Published: (2023) -
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images
by: Varshan V, Yoga Sri, et al.
Published: (2024)