Publications by authors named "Haigen Hu"

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Enhancing the Interpretation of Skin Lesion Diagnosis: Concept Adaptive Fine-Tuning of Vision-Language Models.
Yating Zhu, Xiaoyan Wang, Xiaojie Huang, Ming Xia, Pan Mu, Haigen Hu

IEEE J Biomed Health Inform· September 2025

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Compact CNN module balancing between feature diversity and redundancy.
Huihuang Zhang, Haigen Hu, Deming Zhou, Xiaoqin Zhang, Bin Cao

Neural Netw· August 2025

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HDConv: Heterogeneous kernel-based dilated convolutions.
Haigen Hu, Chenghan Yu, Qianwei Zhou, Qiu Guan, Hailin Feng

Neural Netw· November 2024

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Dilated Heterogeneous Convolution for Cell Detection and Segmentation Based on Mask R-CNN.
Fengdan Hu, Haigen Hu, Hui Xu, Jinshan Xu, Qi Chen

Sensors (Basel)· April 2024

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Adaptively Customizing Activation Functions for Various Layers.
Haigen Hu, Aizhu Liu, Qiu Guan, Hanwang Qian, Xiaoxin Li

IEEE Trans Neural Netw Learn Syst· September 2023

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A literature survey of MR-based brain tumor segmentation with missing modalities.
Tongxue Zhou, Su Ruan, Haigen Hu

Comput Med Imaging Graph· March 2023

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Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN.
Qiu Guan, Yizhou Chen, Zihan Wei, Ali Asghar Heidari, Haigen Hu, Xu-Hua Yang, Huiling Chen

Comput Biol Med· June 2022

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Generative Adversarial Networks in Medical Image augmentation: A review.
Yizhou Chen, Xu-Hua Yang, Zihan Wei, Ali Asghar Heidari, Nenggan Zheng, Huiling Chen, Haigen Hu

Comput Biol Med· May 2022

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Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images.
Haigen Hu, Leizhao Shen, Qiu Guan, Xiaoxin Li, Qianwei Zhou

Pattern Recognit· April 2022

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CT classification model of pancreatic serous cystic neoplasms and mucinous cystic neoplasms based on a deep neural network.
Rong Yang, Yizhou Chen, Guo Sa, Kangjie Li, Haigen Hu

Abdom Radiol (NY)· January 2022

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An adaptive learning method of anchor shape priors for biological cells detection and segmentation.
Haigen Hu, Aizhu Liu, Qianwei Zhou, Qiu Guan, Xiaoxin Li

Comput Methods Programs Biomed· September 2021

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Detection and Recognition for Life State of Cell Cancer Using Two-Stage Cascade CNNs.
Haigen Hu, Qiu Guan, Shengyong Chen, Zhiwei Ji, Yao Lin

IEEE/ACM Trans Comput Biol Bioinform· April 2021

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Detection and segmentation of lymphomas in 3D PET images via clustering with entropy-based optimization strategy.
Haigen Hu, Pierre Decazes, Pierre Vera, Hua Li, Su Ruan

Int J Comput Assist Radiol Surg· October 2019

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Mathematical and Computational Modeling in Complex Biological Systems.
Zhiwei Ji, Ke Yan, Wenyang Li, Haigen Hu, Xiaoliang Zhu

Biomed Res Int· April 2017

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Nonlinear adaptive PID control for greenhouse environment based on RBF network.
Songwei Zeng, Haigen Hu, Lihong Xu, Guanghui Li

Sensors (Basel)· November 2012

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A compatible control algorithm for greenhouse environment control based on MOCC strategy.
Haigen Hu, Lihong Xu, Bingkun Zhu, Ruihua Wei

Sensors (Basel)· June 2012

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Multi-objective control optimization for greenhouse environment using evolutionary algorithms.
Haigen Hu, Lihong Xu, Ruihua Wei, Bingkun Zhu

Sensors (Basel)· June 2012

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