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researcher

Risa Higashita

10 papers hereh-index 16747 citations73 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author9

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • eess.IV2
  • cs.GR1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedMachine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

11 citations · 23 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.GR2023★ 1 cited

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling

Li Sanqian, Higashita Risa, Fu Huazhu +3

Anterior segment optical coherence tomography (AS-OCT) is a non-invasive imaging technique that is highly valuable for ophthalmic diagnosis. However, speckles in AS-OCT images can…

eess.IV2023

Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network

Yinglin Zhang, Ruiling Xi, Huazhu Fu +4

Robust and accurate segmentation for elongated physiological structures is challenging, especially in the ambiguous region, such as the corneal endothelium microscope image with un…

cs.CV2023★ 1 cited

Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning

Xiaoqing Zhang, Zunjie Xiao, Xiao Wu +4

Spatial attention mechanism has been widely incorporated into deep neural networks (DNNs), significantly lifting the performance in computer vision tasks via long-range dependency…

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