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Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
Estimating slide- and patch-level gene expression profiles from pathology images enables rapid and low-cost molecular analysis with …
Kazuya Nishimura
,
Ryoma Bise
,
Shinnosuke Matsuo
,
Haruka Hirose
,
Yasuhiro Kojima
Cite
URL
A Japanese Dataset for Aspect-based Sentiment Polarity and Emotion Intensity Estimation
Kentaro Hanafusa
,
Kota Manabe
,
Yuki Meda
,
Daisuke Maekawa
,
Tomoyuki Kajiwara
,
Hideaki Hayashi
,
Yuta Nakashima
,
Hajime Nagahara
Cite
Bridging the Density Gap: Diffusion Model for Stepwise Generation of Dense Cell Images from Sparse Data
High annotation costs are a significant barrier in time-lapse cell imaging, as cell density increases over time, leading to numerous …
Masashi Tahara
,
Kazuya Nishimura
,
Shumpei Takezaki
,
Ryoma Bise
Cite
From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
Micro-expression recognition (MER) is highly challenging due to the subtle and rapid facial muscle movements and the scarcity of …
Yicheng Deng
,
Hideaki Hayashi
,
Hajime Nagahara
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URL
Unsupervised Confidence Calibration for Active Learning
In active learning, training data to be annotated is generally selected based on the confidence scores output by a classifier. However, …
Naoya Fukui
,
Hideaki Hayashi
,
Hajime Nagahara
Cite
DOI
URL
Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection
Spatial transcriptomics (ST) is a novel technology that enables the observation of gene expression at the resolution of individual …
Kaito Shiku
,
Kazuya Nishimura
,
Shinnosuke Matsuo
,
Yasuhiro Kojima
,
Ryoma Bise
Cite
Bridging the Density Gap: Diffusion Model for Stepwise Generation of Dense Cell Images from Sparse Data
High annotation costs are a significant barrier in time-lapse cell imaging, as cell density increases over time, leading to numerous …
Kazuya Nishimura, Shumpei Takezaki, Ryoma Bise Masashi Tahara
Cite
Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
Estimating slide- and patch-level gene expression profiles from pathology images enables rapid and low-cost molecular analysis with …
Kazuya Nishimura
,
Ryoma Bise
,
Shinnosuke Matsuo
,
Haruka Hirose
,
Yasuhiro Kojima
Cite
Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
Estimating slide- and patch-level gene expression profiles from pathology images enables rapid and low-cost molecular analysis with …
Ryoma Bise, Shinnosuke Matsuo, Haruka Hirose, Yasuhiro Kojima Kazuya Nishimura
Cite
Applicability of Facial Video-Based Alertness Estimation Model in Real Online and In-Person Classrooms
Accurately capturing learners’ internal states is essential in modern educational environments to support effective teaching and the …
Atsushi Ashida
,
Ryosuke Kawamura
,
Hideaki Hayashi
,
Hajime Nagahara
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