Medical Imaging

ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images CVPR 2019 Topology-Preserving Deep Image Segmentation NeurIPS 2019 Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019 Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach AAAI 2019 Transfusion: Understanding Transfer Learning for Medical Imaging NeurIPS 2019 Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 2019 Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods NAACL 2019 Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network ACML 2019 Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019 Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network ICCV 2019 VOCA: Cell Nuclei Detection In Histopathology Images By Vector Oriented Confidence Accumulation MIDL 2019 X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019 XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019 3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities MLHC 2018 A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images MLHC 2018 Adversarial Regularizers in Inverse Problems NeurIPS 2018 Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks Interspeech 2018 Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation CVPR 2018 A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets PGM 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 A Probabilistic U-Net for Segmentation of Ambiguous Images NeurIPS 2018 A Real-time Augmented Reality Surgical System for Overlaying Stiffness Information RSS 2018 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks MLHC 2018 Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections EMNLP 2018