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R

Risa Higashita

Southern University of Science and Technology

16H-index
74Paper Count
704Citation Count
Published Papers 25
Publication Date
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Multi-path sensory substitution device navigates the blind and visually impaired individuals
errDisplays
IF3.4
err2025-09-16
err0
PREAI
errZaidao Han; Sanqian Li; Xiang Wang; Xiaoqing Hu; Risa Higashita; Jiang Liu
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errSave
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT
errMedical Image Analysis
IF11.8
err2025-09-16
err0
PREAI
errLingxi Hu; Xiao Wu; Risa Higashita; Xiaoli Xing; Menglan Zhou; Song Lin; Xiaorong Li; Yi Yue; Zunjie Xiao; Yinglin Zhang; Chenglin Yao; Jinming Duan; Jiang Liu
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errSave
Structural uncertainty estimation for medical image segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-07-01
err0
PREAI
errYang, Bing; Zhang, Xiaoqing; Zhang, Huihong; Li, Sanqian; Higashita, Risa; Liu, Jiang
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errSave
Retinal OCT image segmentation with deep learning: A review of advances, datasets, and evaluation metrics
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-07-01
err0
PREAI
errZhang, Huihong; Yang, Bing; Li, Sanqian; Zhang, Xiaoqing; Li, Xiaoling; Liu, Tianhang; Higashita, Risa; Liu, Jiang
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errSave
Prior Anatomical Knowledge-guided GAN for ICL surgery postoperative prediction based on AS-OCT image
errMedical Image Analysis
IF11.8
err2025-06-20
err0
PREAI
errYinglin Zhang; Ruiling Xi; Risa Higashita; Keiichiro Okamoto; Kazutaka Kamiya; Kazunori Miyata; Akihito Igarashi; Seiichiro Hata; Tomoaki Nakamura; Jiang Liu
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errSave
Explainable machine learning framework for cataracts recognition using visual features
errVISUAL COMPUTING FOR INDUSTRY BIOMEDICINE AND ART
IF6
err2025-01-17
err0
errOAAI
errWu, Xiao; Hu, Lingxi; Xiao, Zunjie; Zhang, Xiaoqing; Higashita, Risa; Liu, Jiang
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errSave
Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-06-01
err0
PREAI
errZhang, Yinglin; Xi, Ruiling; Wang, Wei; Li, Heng; Hu, Lingxi; Lin, Huiyan; Towey, Dave; Bai, Ruibin; Fu, Huazhu; Higashita, Risa; Liu, Jiang
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errSave
Diagnostic criteria of anterior segment swept-source optical coherence tomography to detect gonioscopic angle closure
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2024-04-09
err0
errOAAI
errGuo, Philip Yawen; Zhang, Xiulan; Li, Fei; Lin, Chen; Nguyen, Anwell; Sakata, Rei; Higashita, Risa; Okamoto, Keiichiro; Yu, Marco; Aihara, Makoto; Aung, Tin; Lin, Shan; Leung, Christopher Kai-Shun
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errSave
Regional context-based recalibration network for cataract recognition in AS-OCT
errPATTERN RECOGNITION
IF7.6
err2024-03-01
err11
PREAI
errZhang, Xiaoqing; Xiao, Zunjie; Yang, Bing; Wu, Xiao; Higashita, Risa; Liu, Jiang
errShare
errSave
Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-02-01
err10
PREAI
errXiao, Zunjie; Zhang, Xiaoqing; Zheng, Bofang; Guo, Yitong; Higashita, Risa; Liu, Jiang
errShare
errSave
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-01-01
err0
PREAI
errZhang, Yinglin; Xi, Ruiling; Zeng, Lingxi; Towey, Dave; Bai, Ruibin; Higashita, Risa; Liu, Jiang
errShare
errSave
Crystalline lens nuclear age prediction as a new biomarker of nucleus degeneration
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2023-07-26
err0
PREAI
errGuo, Mengjie; Higashita, Risa; Lin, Chen; Hu, Lingxi; Chen, Wan; Li, Fei; Lai, Gilda Wing Ki; Nguyen, Anwell; Sakata, Rei; Okamoto, Keiichiro; Tang, Bo; Xu, Yanwu; Fu, Huazhu; Gao, Fei; Aihara, Makoto; Zhang, Xiulan; Yuan, Jin; Lin, Shan; Leung, Christopher Kai-Shun; Liu, Jiang
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errSave
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2023-06-04
err8
errOAAI
errZhang, Xiaoqing; Wu, Xiao; Xiao, Zunjie; Hu, Lingxi; Qiu, Zhongxi; Sun, Qingyang; Higashita, Risa; Liu, Jiang
errShare
errSave
Lens structure segmentation from AS-OCT images via shape-based learning
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-03-01
err3
PREAI
errFang, Huihui; Yin, Pengshuai; Chen, Huanxin; Fang, Yupeng; Chen, Wan; Yuan, Jin; Risa, Higashita; Liu, Jiang; Xu, Yanwu
errShare
errSave
HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT
errieee signal processing magazine
IF3.9
err2023-01-01
err4
PREAI
errYang, Bing; Zhang, Xiaoqing; Li, Sanqian; Higashita, Risa; Liu, Jiang
errShare
errSave
Assessment of Iris Trabecular Contact in Eyes with Gonioscopic Angle-Closure
errOPHTHALMOLOGY
IF9.5
err2023-01-01
err5
PREAI
errZhang, Xiulan; Guo, Philip Yawen; Lin, Chen; Li, Fei; Nguyen, Anwell; Sakata, Rei; Higashita, Risa; Okamoto, Keiichiro; Yu, Marco; Aihara, Makoto; Aung, Tin; Lin, Shan; Leung, Christopher Kai-shun
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errSave
Nuclear cataract classification in anterior segment OCT based on clinical global-local features
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-09-16
err1
errOAAI
errZhang, Xiaoqing; Xiao, Zunjie; Wu, Xiao; Chen, Yu; Higashita, Risa; Chen, Wan; Yuan, Jin; Liu, Jiang
errShare
errSave
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-08-01
err29
errOAAI
errZhang, Xiaoqing; Xiao, Zunjie; Fu, Huazhu; Hu, Yan; Yuan, Jin; Xu, Yanwu; Higashita, Risa; Liu, Jiang
errShare
errSave
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-08-01
err12
PREAI
errZhang, Xiaoqing; Xiao, Zunjie; Hu, Lingxi; Xu, Gelei; Higashita, Risa; Chen, Wan; Yuan, Jin; Liu, Jiang
errShare
errSave
Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey
errMACHINE INTELLIGENCE RESEARCH
IF8.7
err2022-05-28
err25
errOAAI
errZhang, Xiao-Qing; Hu, Yan; Xiao, Zun-Jie; Fang, Jian-Sheng; Higashita, Risa; Liu, Jiang
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Rohit Varma
H-index: 90 · Papers: 688
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H-index: 80 · Papers: 558
J
Jiang Liu
H-index: 71 · Papers: 1.3K
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Christopher Kai-Shun Leung
H-index: 59 · Papers: 319
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