Hengfei Cui

northwestern polytechnical university

H指数:14

被引数:643

个人简介

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CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation

CAUDA-MI：用于心脏MRI分割的交叉注意力引导互信息无监督域适应

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI

IF0

2026-01-010

PRE

Aggregate twice more efficiently: dual feature aggregation Transformer for medical image segmentation

聚合效率提升两倍：用于医学图像分割的双特征聚合Transformer

Information Fusion

IF15.5

2025-11-260

PRE

MRFMA: A hybrid paradigm integrating multi-receptive field network with mediator attention for 3D multi-organ segmentation

MRFMA：一种将多感受野网络与中介注意力相结合的混合范式，用于3D多器官分割

Expert Systems with Applications

IF7.5

2025-11-150

PRE

Mixture-attention Siamese transformer for video polyp segmentation

混合注意力孪生Transformer用于视频息肉分割

Artificial Intelligence in Medicine

IF6.2

2025-10-030

PRE

Unsupervised domain adaptation for cardiac MRI segmentation via adversarial learning in latent space

基于潜在空间对抗学习的无监督域自适应心脏MRI分割

Pattern Recognition

IF7.6

2025-08-250

PRE

Active Learning Based on Temporal Difference of Gradient Flow in Thoracic Disease Diagnosis

基于梯度流时差主动学习在胸科疾病诊断中的应用

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-010

PRE

Toward Accurate Cardiac MRI Segmentation With Variational Autoencoder-Based Unsupervised Domain Adaptation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-08-011

PRE

Robust Stochastic Neural Ensemble Learning With Noisy Labels for Thoracic Disease Classification

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-06-010

PRE

Deformable medical image registration with global-local transformation network and region similarity constraint

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-09-016

PRE

An Improved Combination of Faster R-CNN and U-Net Network for Accurate Multi-Modality Whole Heart Segmentation

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-07-018

PRE

AATSN: Anatomy Aware Tumor Segmentation Network for PET-CT volumes and images using a lightweight fusion-attention mechanism

AATSN: 使用轻量级融合注意机制的pet-ct体积和图像的解剖感知肿瘤分割网络

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-05-018

PRE

FP-DARTS: Fast parallel differentiable neural architecture search for image classification

Fp-darts: 用于图像分类的快速并行可微分神经体系结构搜索

PATTERN RECOGNITION

IF7.6

2023-04-0124

PRE

DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions

Dan-nucnet: 在野生临床条件下基于双重注意的癌症组织学图像中核分割框架

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-0119

PRE

Improving myocardial pathology segmentation with U-Net plus plus and EfficientSeg from multi-sequence cardiac magnetic resonance images

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-12-014

PRE

Deep U-Net architecture with curriculum learning for myocardial pathology segmentation in multi-sequence cardiac magnetic resonance images

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-08-018

PRE

A robust discriminative multi-atlas label fusion method for hippocampus segmentation from MR image

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-015

PREAI

Bidirectional cross-modality unsupervised domain adaptation using generative adversarial networks for cardiac image segmentation

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-09-0127

PRE

Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images

用于短轴MRI图像中心脏分割的多尺度注意引导u-net架构

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-07-0152

PREAI

View adaptive learning for pancreas segmentation

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-04-016

PREAI

2D and 3D Vascular Structures Enhancement Via Improved Vesselness Filter and Vessel Enhancing Diffusion

IEEE ACCESS

IF3.6

2019-01-018

OAAI

Hengfei Cui

个人简介

教育背景

工作经历

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