Publications

A collection of my research work.

Multi-scale contextual information enhancement network based on multi-level feature similarity fusion for improved mammogram classification

Multi-scale contextual information enhancement network based on multi-level feature similarity fusion for improved mammogram classification

Zhenyu Jiang, Jinlian Ma, Weidong Zhou, Guoyang Liu, Guangchao Sun, Qiqi Yan, Tianyu Xia, Qi Wang

Biomedical Signal Processing and Control , 2026

Paper
AGDR-MIL: Attention-graded and de-redundant multiple instance learning for whole-slide image classification

AGDR-MIL: Attention-graded and de-redundant multiple instance learning for whole-slide image classification

Guangchao Sun, Qiqi Yan, Jinlian Ma, Xiaofang Zhang, Zhenyu Jiang, Tianyu Xia, Qi Wang

Biomedical Signal Processing and Control , 2026

Paper
Efficient seizure detection using swin transformer integrated with convolutional block attention

Efficient seizure detection using swin transformer integrated with convolutional block attention

Shuang Zhou, Yi Li, Jinlian Ma, Weidong Zhou

Neural Computing and Applications , 2026

Paper
MWCFNet: Multiscale wavelet cross-attention fusion network for ultrasound image super-resolution via content-noise decoupling

MWCFNet: Multiscale wavelet cross-attention fusion network for ultrasound image super-resolution via content-noise decoupling

Qiqi Yan, Guangchao Sun, Cun Liu, Jinlian Ma, Yanling Zheng, Zhenyu Jiang, Tianyu Xia, Qi Wang

Biomedical Signal Processing and Control , 2026

Paper
Tunable and silicon-compatible memristive devices based on a perovskite nickelate system for electrocardiogram pattern recognition

Tunable and silicon-compatible memristive devices based on a perovskite nickelate system for electrocardiogram pattern recognition

Rulan Geng, Junfan Xie, Qiang Han, Guangchao Sun, Jinlian Ma, Xinming Zhuang, Qikai Guo

ACS Applied Electronic Materials , 2025

Paper
Densely connected convolutional networks for ultrasound image based lesion segmentation

Densely connected convolutional networks for ultrasound image based lesion segmentation

Jinlian Ma, Dexing Kong, Fa Wu, Lingyun Bao, Jing Yuan, Yusheng Liu

Computers in Biology and Medicine , 2024

Paper
JANet: A joint attention network for balancing accuracy and speed in left ventricular ultrasound video segmentation

JANet: A joint attention network for balancing accuracy and speed in left ventricular ultrasound video segmentation

Chenkai Su, Yuxiang Zhou, Jinlian Ma, Haoyu Chi, Xin Jing, Junyan Jiao, Qiqi Yan

Computers in Biology and Medicine , 2024

Paper
Res-DUnet: A small-region attentioned model for cardiac MRI-based right ventricular segmentation

Res-DUnet: A small-region attentioned model for cardiac MRI-based right ventricular segmentation

Chenkai Su, Jinlian Ma, Yuxiang Zhou, Panpan Li, Zijun Tang

Applied Soft Computing , 2023

Paper
Transfer learning for automatic joint segmentation of thyroid and breast lesions from ultrasound images

Transfer learning for automatic joint segmentation of thyroid and breast lesions from ultrasound images

Jinlian Ma, Lingyun Bao, Qiong Lou, Dexing Kong

International journal of computer assisted radiology and surgery , 2022

Paper
Mammogram classification based on a novel convolutional neural network with efficient channel attention

Mammogram classification based on a novel convolutional neural network with efficient channel attention

Qiong Lou, Yingying Li, Yaguan Qian, Fang Lu, Jinlian Ma

Computers in Biology and Medicine , 2022

Paper
Pulmonary nodule detection using hybrid two-stage 3D CNNs

Pulmonary nodule detection using hybrid two-stage 3D CNNs

Man Tan, Fa Wu, Bei Yang, Jinlian Ma, Dexing Kong, Zengsi Chen, Dan Long

Medical physics , 2020

Paper
Multifractal and lacunarity analyses of microvascular morphology in eyes with diabetic retinopathy: a projection artifact resolved optical coherence tomography angiography study

Multifractal and lacunarity analyses of microvascular morphology in eyes with diabetic retinopathy: a projection artifact resolved optical coherence tomography angiography study

Tiepei Zhu, Jinlian Ma, Jinyu Li, Xizhe Dai, Panpan Ye, Zhaoan Su, Dexing Kong, Juan Ye

Microcirculation , 2019

Paper
Deep learning models for segmentation of lesion based on ultrasound images

Deep learning models for segmentation of lesion based on ultrasound images

Jinlian Ma, Dexing Kong

Advanced Ultrasound in Diagnosis and Therapy , 2018

Paper
A pre-trained convolutional neural network based method for thyroid nodule diagnosis

A pre-trained convolutional neural network based method for thyroid nodule diagnosis

Jinlian Ma, Fa Wu, Jiang Zhu, Dong Xu, Dexing Kong

Ultrasonics , 2017

Paper
The effect of short cardio on inhibitory control ability of obese people

The effect of short cardio on inhibitory control ability of obese people

Donghui Tang, Shuang Tao, Jinlian Ma, Peijun Hu, Dan Long, Jun Wang, Dexing Kong

International Journal of Imaging Systems and Technology , 2017

Paper
Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images

Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images

Jinlian Ma, Fa Wu, Tian'an Jiang, Jiang Zhu, Dexing Kong

Medical physics , 2017

Paper
Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

Jinlian Ma, Fa Wu, Tian’an Jiang, Qiyu Zhao, Dexing Kong

International journal of computer assisted radiology and surgery , 2017

Paper