DEF-AI-MIA24
* *Domain adaptation, Explainability and Fairness in AI for Medical Image Analysis
* Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation
* Advancing COVID-19 Detection in 3D CT Scans
* Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid
* Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images
* Classification of 2D Ultrasound Breast Cancer Images with Deep Learning
* Closer Look at Spatial-Slice Features Learning for COVID-19 Detection, A
* Cluster Triplet Loss for Unsupervised Domain Adaptation on Histology Images
* Comparative Analysis of Generalization and Harmonization Methods for 3D Brain fMRI Images: A Case Study on OpenBHB Dataset
* Complex Style Image Transformations for Domain Generalization in Medical Images
* ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
* DCE-diff: Diffusion Model for Synthesis of Early and Late Dynamic Contrast-Enhanced MR Images from Non-Contrast Multimodal Inputs
* Deep Biclustering Framework for Brain Network Analysis, A
* Domain Adaptation Using Pseudo Labels for COVID-19 Detection
* Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
* Dr-SAM: An End-to-End Framework for Vascular Segmentation, Diameter Estimation, and Anomaly Detection on Angiography Images.
* EfficientNet-SAM: A Novel EffecientNet with Spatial Attention Mechanism for COVID-19 Detection in Pulmonary CT Scans
* Enhancing Ki-67 Cell Segmentation with Dual U-Net Models: A Step Towards Uncertainty-Informed Active Learning
* Evaluating Confidence Calibration in Endoscopic Diagnosis Models
* Fetal ECG Extraction on Time-Frequency Domain using Conditional GAN
* Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking
* FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography
* How SAM Perceives Different mp-MRI Brain Tumor Domains?
* IMIL: Interactive Medical Image Learning Framework
* Improving Consistency in Cardiovascular Disease Risk Assessment: Cross-Camera Adaptation for Retinal Images
* Interpreting COVID Lateral Flow Tests' Results with Foundation Models
* Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis
* LaPA: Latent Prompt Assist Model for Medical Visual Question Answering
* Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation
* Motion-aware Needle Segmentation in Ultrasound Images
* Multimodal Approach Integrating Convolutional and Recurrent Neural Networks for Alzheimer's Disease Temporal Progression Prediction, A
* One class classification-based quality assurance of organs-at-risk delineation in radiotherapy
* PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation
* Prototype-based Interpretable Model for Glaucoma Detection
* Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks
* SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation
* Separating lungs in CT scans for improved COVID19 detection
* Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions
* Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation
* Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers
* Using Counterfactual Information for Breast Classification Diagnosis
41 for DEF-AI-MIA24