research
∙
08/26/2023
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation
Ultrasound (US) image segmentation is an active research area that requi...
share
research
∙
08/26/2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
Interactive medical image segmentation refers to the accurate segmentati...
research
∙
08/18/2023
RLIPv2: Fast Scaling of Relational Language-Image Pre-training
Relational Language-Image Pre-training (RLIP) aims to align vision repre...
research
∙
08/16/2023
OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis
Ultrasound (US) imaging is indispensable in clinical practice. To diagno...
research
∙
08/13/2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
Electroencephalography (EEG) is an objective tool for emotion recognitio...
research
∙
07/15/2023
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis
Early diagnosis of renal cancer can greatly improve the survival rate of...
research
∙
06/28/2023
Multi-IMU with Online Self-Consistency for Freehand 3D Ultrasound Reconstruction
Ultrasound (US) imaging is a popular tool in clinical diagnosis, offerin...
research
∙
06/26/2023
GSMorph: Gradient Surgery for cine-MRI Cardiac Deformable Registration
Deep learning-based deformable registration methods have been widely inv...
research
∙
06/09/2023
ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer
The Transformer structures have been widely used in computer vision and ...
research
∙
06/06/2023
Instructive Feature Enhancement for Dichotomous Medical Image Segmentation
Deep neural networks have been widely applied in dichotomous medical ima...
research
∙
06/05/2023
Inflated 3D Convolution-Transformer for Weakly-supervised Carotid Stenosis Grading with Ultrasound Videos
Localization of the narrowest position of the vessel and corresponding v...
research
∙
06/05/2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
Deep classifiers may encounter significant performance degradation when ...
research
∙
04/28/2023
Segment Anything Model for Medical Images?
The Segment Anything Model (SAM) is the first foundation model for gener...
research
∙
04/14/2023
Hierarchical Agent-based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video
Ultrasound is the primary modality to examine fetal growth during pregna...
research
∙
10/20/2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation
Scribble-supervised medical image segmentation tackles the limitation of...
research
∙
09/05/2022
RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection
The task of Human-Object Interaction (HOI) detection targets fine-graine...
research
∙
08/21/2022
Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound
Breast cancer is one of the leading causes of cancer deaths in women. As...
research
∙
07/01/2022
Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound
Over the past decades, the incidence of thyroid cancer has been increasi...
research
∙
07/01/2022
Online Reflective Learning for Robust Medical Image Segmentation
Deep segmentation models often face the failure risks when the testing i...
research
∙
07/01/2022
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound
Standard plane (SP) localization is essential in routine clinical ultras...
research
∙
07/01/2022
Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling
Ultrasound (US) is widely used for its advantages of real-time imaging, ...
research
∙
07/01/2022
Fine-grained Correlation Loss for Regression
Regression learning is classic and fundamental for medical image analysi...
research
∙
07/01/2022
Deep Motion Network for Freehand 3D Ultrasound Reconstruction
Freehand 3D ultrasound (US) has important clinical value due to its low ...
research
∙
04/14/2022
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
Ultrasound (US) imaging is widely used for anatomical structure inspecti...
research
∙
04/14/2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images
Different from handcrafted features, deep neural networks can automatica...
research
∙
02/01/2022
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics
Human-Object Interaction (HOI) detection is an essential task to underst...
research
∙
01/14/2022
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images
Multi-sequence cardiac magnetic resonance (CMR) provides essential patho...
research
∙
12/21/2021
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
For medical image segmentation, imagine if a model was only trained usin...
research
∙
11/03/2021
Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework
Ultrasound (US) imaging is commonly used to assist in the diagnosis and ...
research
∙
08/26/2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition
Group activity recognition aims to understand the activity performed by ...
research
∙
08/11/2021
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound
Standard plane recognition plays an important role in prenatal ultrasoun...
research
∙
08/02/2021
Flip Learning: Erase to Segment
Nodule segmentation from breast ultrasound images is challenging yet ess...
research
∙
08/01/2021
Style Curriculum Learning for Robust Medical Image Segmentation
The performance of deep segmentation models often degrades due to distri...
research
∙
07/31/2021
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
3D ultrasound (US) is widely used for its rich diagnostic information. H...
research
∙
06/23/2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences
In this work, we propose a novel straightforward method for medical volu...
research
∙
06/10/2021
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip
The ultrasound (US) screening of the infant hip is vital for the early d...
research
∙
05/19/2021
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images
Automatic and accurate detection of anatomical landmarks is an essential...
research
∙
03/26/2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound
Accurate standard plane (SP) localization is the fundamental step for pr...
research
∙
01/11/2021
Generalize Ultrasound Image Segmentation via Instant and Plug Play Style Transfer
Deep segmentation models that generalize to images with unknown appearan...
research
∙
10/10/2020
Contrastive Rendering for Ultrasound Image Segmentation
Ultrasound (US) image segmentation embraced its significant improvement ...
research
∙
09/24/2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Deep models often suffer from severe performance drop due to the appeara...
research
∙
07/31/2020
Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network
Automated breast ultrasound (ABUS) is a new and promising imaging modali...
research
∙
07/30/2020
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
3D ultrasound (US) is widely used due to its rich diagnostic information...
research
∙
04/28/2020
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes
Background and Objective: Biometric measurements of fetal head are impor...
research
∙
04/27/2020
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI
Fetal cortical plate segmentation is essential in quantitative analysis ...
research
∙
04/01/2020
Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs
Ultrasound (US) is widely accepted in clinic for anatomical structure in...
research
∙
04/01/2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound
3D ultrasound (US) can facilitate detailed prenatal examinations for fet...
research
∙
02/14/2020
Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer
Deep Neural Networks (DNNs) suffer from the performance degradation when...
research
∙
10/11/2019
FetusMap: Fetal Pose Estimation in 3D Ultrasound
The 3D ultrasound (US) entrance inspires a multitude of automated prenat...
research
∙
10/10/2019
