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Medical Image Analysis

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Showing 1001–1050 of 1360 papers

TitleStatusHype
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective—0
U-Net and its variants for medical image segmentation: theory and applications—0
On the Performance of Convolutional Neural Networks under High and Low Frequency Information—0
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image AnalysisCode2
Does anatomical contextual information improve 3D U-Net based brain tumor segmentation?—0
Context Aware 3D UNet for Brain Tumor Segmentation—0
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few LabelsCode0
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease—0
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion SegmentationCode1
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysisCode1
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications—0
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering—0
Probabilistic 3D surface reconstruction from sparse MRI information—0
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review—0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Cross-Task Representation Learning for Anatomical Landmark Detection—0
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning—0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network—0
Learning Image Labels On-the-fly for Training Robust Classification Models—0
DeepDyve: Dynamic Verification for Deep Neural Networks—0
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networksCode1
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method—0
Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation—0
Quality-aware semi-supervised learning for CMR segmentation—0
Self-Supervised Learning Based on Spatial Awareness for Medical Image AnalysisCode0
VR-Caps: A Virtual Environment for Capsule EndoscopyCode1
Self-Supervised Ultrasound to MRI Fetal Brain Image SynthesisCode0
RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image SegmentationCode1
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration—0
Deep learning for photoacoustic imaging: a surveyCode1
Switching Loss for Generalized Nucleus Detection in Histopathology—0
Decomposition of Longitudinal Deformations via Beltrami DescriptorsCode0
Adversarial Data Augmentation via Deformation Statistics—0
Paying Per-label Attention for Multi-label Extraction from Radiology Reports—0
Membership Leakage in Label-Only ExposuresCode1
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and trackingCode1
Additive Tensor Decomposition Considering Structural Data InformationCode0
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis PredictionCode1
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications—0
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Superpixel-Guided Label Softening for Medical Image Segmentation—0
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image RepresentationsCode1
MeDaS: An open-source platform as service to help break the walls between medicine and informatics—0
Generalization of Deep Convolutional Neural Networks -- A Case-study on Open-source Chest Radiographs—0
Modelling the Distribution of 3D Brain MRI using a 2D Slice VAECode1
Meta Corrupted Pixels Mining for Medical Image Segmentation—0
Learning to Segment Anatomical Structures Accurately from One Exemplar—0
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
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