Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network

Luyi Han, Yunzhi Huang, Haoran Dou, +6

Computer Methods and Programs in Biomedicine

Semi-supervised SegmentationImage AnalysisMachine LearningMedical ImagingEngineering +13

Boundary-rendering network for breast lesion segmentation in ultrasound images

Ruobing Huang, Mingrong Lin, Haoran Dou, +9

Medical Image Analysis

Breast Lesion SegmentationImage AnalysisEngineeringMedical ImagingBiomedical Imaging +7

Two-stage CNNs for computerized BI-RADS categorization in breast ultrasound images

Yunzhi Huang, Luyi Han, Haoran Dou, +5

BioMedical Engineering OnLine

A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Haoran Dou, Davood Karimi, Caitlin K. Rollins, +7

IEEE Transactions on Medical Imaging

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +19

AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound

Ruobing Huang, Zehui Lin, Haoran Dou, +10

Medical Image Analysis

Medical UltrasoundEngineeringDiagnostic ImagingMedical ImagingMulti-modal Ultrasound +12

Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis

Davood Karimi, Haoran Dou, Simon K. Warfield, +1

Medical Image Analysis

Medical Image Segmentation Using Transformer Networks

Davood Karimi, Haoran Dou, Ali Gholipour

IEEE Access

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAutoencoders +18

Semi-homogeneous model of coal based on 3D reconstruction of CT images and its seepage-deformation characteristics

Li Zhao, Guanhua Ni, Yan Wang, +4

Energy

Image ReconstructionEngineeringGeotechnical EngineeringImage AnalysisDeformation Modeling +14

RecON: Online learning for sensorless freehand 3D ultrasound reconstruction

Mingyuan Luo, Xin Yang, Hong‐Zhang Wang, +11

Medical Image Analysis

Medical UltrasoundRadiologyEngineeringMedical ImagingBiomedical Imaging +8

Searching collaborative agents for multi-plane localization in 3D ultrasound

Xin Yang, Yuhao Huang, Ruobing Huang, +10

Medical Image Analysis

RoboticsEngineeringMedical ImagingCollaborative AgentsField Robotics +7