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Medical Imaging

989 directly classified papers

Papers per year

Papers

ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling CVPR 2021
EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation CVPR 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021
Forecasting Irreversible Disease via Progression Learning CVPR 2021
Reciprocal Landmark Detection and Tracking With Extremely Few Annotations CVPR 2021
Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms CVPR 2021
Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021
Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021
SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis ICML 2021
Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021
Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images AAAI 2021
Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos AAAI 2021
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation AAAI 2021