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Medical Image Analysis

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Showing 501–550 of 1360 papers

TitleStatusHype
Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer—0
Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study—0
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Channel Scaling: A Scale-and-Select Approach for Transfer Learning—0
Equivariant Neural Tangent Kernels—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data—0
Estimating MRI Image Quality via Image Reconstruction Uncertainty—0
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection—0
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors—0
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation—0
DeepDyve: Dynamic Verification for Deep Neural Networks—0
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net—0
Automated Localization of Blood Vessels in Retinal Images—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review—0
Scale-Space Hypernetworks for Efficient Biomedical Imaging—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN—0
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation—0
Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation—0
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis—0
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans—0
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition—0
DDPM based X-ray Image Synthesizer—0
Generating Highly Realistic Images of Skin Lesions with GANs—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images—0
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture—0
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation—0
Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation—0
A low-rank representation for unsupervised registration of medical images—0
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks—0
DATR: Domain-adaptive transformer for multi-domain landmark detection—0
Dataset Distillation in Medical Imaging: A Feasibility Study—0
Data efficient deep learning for medical image analysis: A survey—0
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation—0
A unified representation network for segmentation with missing modalities—0
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers—0
A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning—0
A Loopback Network for Explainable Microvascular Invasion Classification—0
Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis—0
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration—0
A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis—0
A Systematic Review of Generalization Research in Medical Image Classification—0
Generative Adversarial Networks for Data Augmentation—0
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment—0
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