Publications: 2023

2024                    2023                      2022                       2021                           2020                        2019

学術論文誌

1. Guoyu Tong, Huiyan Jiang, Tianyu Shi, Xian-Hua Han, Yu-Dong Yao:
   A Lightweight Network for Contextual and Morphological Awareness for Hepatic Vein Segmentation
   IEEE Journal of Bimedical and Gealth Informatics, 2023 Aug 16; PP. doi: 10.1109/JBHI.2023.3305644.

2. He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen:
   3D Multiple-Contextual ROI-Attention Network for Efficient and Accurate Volumetric Medical Image Segmentation
   IEICE Trans. Inf. Syst. 106(5): 1027-1037 (2023) 

3. Kazuhiro Yamawaki, Xian-Hua Han :
   Zero-Shot Blind Learning for Single-Image Super-Resolution
   Inf. 14(1): 33 (2023) .

4. S Ananda, RK Jain, Y Li, Y Iwamoto, Xian-Hua Han, S Kanasaki, H Hu,, *Yen-Wei CHEN:
   A Boundary-Enhanced Liver Segmentation Network for Multi-Phase CT Images with Unsupervised Domain Adaptation
   Bioengineering 10 (8), 899 .

5. Yijuan Wang, Chao Liu, Xu Qiao, Xian-Hua Han, Zhi-Ping Liu
   PKI: A bioinformatics method of quantifying the importance of nodes in gene regulatory network via a pseudo knockout index
   Biochim Biophys Acta Gene Regul Mech. 2023 Jun;1866(2):194911.

6. Y Ai, Y Li, YW Chen, P Aonpong, Xian-Hua Han :
   ResMLP_GGR: Residual Multilayer Perceptrons-Based Genotype-Guided Recurrence Prediction of Non-small Cell Lung Cancer
   Journal of Image and Graphics 11 (2) .

7. S Yang, Xian-Hua Han, YW Chen :
   GND-PCA Method for Identification of Gene Functions Involved in Asymmetric Division of C. elegans
   Mathematics 11 (9), 2023 .

国際学会

1. Yuto Numba, Jiande Sun, Xian-Hua Han
   COUPLING SPATIAL AND CHANNEL TRANSFORMER FOR SINGLE IMAGE DERAINING
   ICIP 2023: ??-??．

2. Sho Harada, Xian-Hua Han
   Coarse-to-Fine Pyramid Feature Mining for Wheat Head Detection
   ICIP2023: ??-??．

3. Sho Harada, Xian-Hua Han
   A Hybrid Wheat Head Detection model with Incorporated CNN and Transformer
   MVA 2023: 1-5．

4. Takumi Morita,  Xian-Hua Han
   Investigating self-supervised learning for Skin Lesion Classification
   MVA 2023: 1-5．

5. Masato Tada, Xian-Hua Han
   Bottleneck Transformer model with Channel Self-Attention for skin lesion classification 
   MVA 2023: 1-5．

6. Kazuhiro Yamawaki, Xian-Hua Han
   Local to global prior Learning for blind Unsupervised Image super Resolution   
   ICASSP 2023．

7. Yulin Yang, Yinhao Li, Qingqing Chen, Xian-Hua Han, Jing Liu, Lanfen Lin, Hongjie Hu, Yen-Wei Chen
   Spatial Attention-Guided Generative Adversarial Network for Synthesizing Contrast-enhanced Computed Tomography Images    
   EMBC 2023: 1-4．

8. Rahul Kumar Jain, Takahiro Sato, Ahmed M. El-Sayed, Taro Watasue, Tomohiro Nakagawa, Yutaro Iwamoto, Yinhao Li, Xianhua Han, Lanfen Lin, Hongjie Hu, Xiang Ruan, Yen-Wei Chen

Unsupervised Domain Adaptation Using Fourier Phase Enhanced Training Images for Liver Tumors Detection in Multi-phase CT Images

EMBC 2023: 1-4 

9. Tetsuo Inoshita, Yuto Namba, Yuichi Nakatani, Kenta Ishihara, Sachio Iwasaki, Kosuke Moriwaki,  Xian-Hua Han
   Exploring Cross Modality Feature Fusion for Activity Recognition at OpenPack Challenge 2022  
   PerCom Workshops 2023: 262-263 ．

国内会議・研究報告

1.  難波優駿 、韓 先花:

Coupling Spatial and Channel Transformer Networkを用いた単一画像の雨除去 .

画像の認識・理解シンポジウム MIRU2023、OS6A-S2。（MIRUインタラクティブ発表賞）

2. 杜銀偉, 韓 先花:

Attention機構を用いた皮膚病変画像認識の検討。

画像の認識・理解シンポジウム MIRU2023 、IS1-51.

3. 高部 巧, 韓 先花:

任意の物理マスクに対応可能な深層ハイパースペクトル再構成モデル 。

2023年電子情報通信学会総合大会, D-20-1.

4. 多田晟人, 韓 先花:

ボトルネック転置トランスフォーマーを用いた皮膚病変画像分類モデルの精度向上。

2023年電子情報通信学会総合大会, D-20-2 .