Copertina

Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Nishimura, Kazuya, Bise, Ryoma, Matsuo, Shinnosuke, Hirose, Haruka, Kojima, Yasuhiro
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
di: Nishimura, Kazuya, et al.
Pubblicazione: (2025)

Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection
di: Shiku, Kaito, et al.
Pubblicazione: (2025)

Towards Spatial Transcriptomics-guided Pathological Image Recognition with Batch-Agnostic Encoder
di: Nishimura, Kazuya, et al.
Pubblicazione: (2025)

Leveraging Spatial Transcriptomics as Alternative to Manual Annotations for Deep Learning-Based Nuclei Analysis
di: Nishimura, Kazuya, et al.
Pubblicazione: (2026)

NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models
di: Takezaki, Shumpei, et al.
Pubblicazione: (2025)

Counting Network for Learning from Majority Label
di: Shiku, Kaito, et al.
Pubblicazione: (2024)

Learning from Majority Label: A Novel Problem in Multi-class Multiple-Instance Learning
di: Kaito, Shiku, et al.
Pubblicazione: (2025)

Leveraging Label Proportion Prior for Class-Imbalanced Semi-Supervised Learning
di: Akiba, Kohki, et al.
Pubblicazione: (2026)

Ordinal Multiple-instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer
di: Shiku, Kaito, et al.
Pubblicazione: (2024)

Leveraging Vision-Language Models as Weak Annotators in Active Learning
di: Nguyen, Phuong Ngoc, et al.
Pubblicazione: (2026)

Instance-wise Supervision-level Optimization in Active Learning
di: Matsuo, Shinnosuke, et al.
Pubblicazione: (2025)

Learning from Partial Label Proportions for Whole Slide Image Segmentation
di: Matsuo, Shinnosuke, et al.
Pubblicazione: (2024)

Proportion Estimation by Masked Learning from Label Proportion
di: Okuo, Takumi, et al.
Pubblicazione: (2024)

Cell Instance Segmentation via Multi-Task Image-to-Image Schrödinger Bridge
di: Inoue, Hayato, et al.
Pubblicazione: (2026)

GC-MoE: Genomics-Guided Cell-Type-Specific Mixture of Experts for Histology-Based Single-Cell Spatial Transcriptomics
di: Shiku, Kaito, et al.
Pubblicazione: (2026)

Enhancing Reliability of Medical Image Diagnosis through Top-rank Learning with Rejection Module
di: Ji, Xiaotong, et al.
Pubblicazione: (2025)

VesselFusion: Diffusion Models for Vessel Centerline Extraction from 3D CT Images
di: Mita, Soichi, et al.
Pubblicazione: (2026)

Cell Tracking in C. elegans with Cell Position Heatmap-Based Alignment and Pairwise Detection
di: Shiku, Kaito, et al.
Pubblicazione: (2024)

Hypernetwork-Based Adaptive Aggregation for Multimodal Multiple-Instance Learning in Predicting Coronary Calcium Debulking
di: Shiku, Kaito, et al.
Pubblicazione: (2026)

Domain Generalization of Pathological Image Segmentation by Patch-Level and WSI-Level Contrastive Learning
di: Shigeyasu, Yuki, et al.
Pubblicazione: (2025)

Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity
di: Kadota, Takeaki, et al.
Pubblicazione: (2024)

Guidance-base Diffusion Models for Improving Photoacoustic Image Quality
di: Eguchi, Tatsuhiro, et al.
Pubblicazione: (2025)

Ranking-Guided Semi-Supervised Domain Adaptation for Severity Classification
di: Harada, Shota, et al.
Pubblicazione: (2026)

Adaptive Pseudo Label Selection for Individual Unlabeled Data by Positive and Unlabeled Learning
di: Yamane, Takehiro, et al.
Pubblicazione: (2025)

Domain Adaptation for Ulcerative Colitis Severity Estimation Using Patient-Level Diagnoses
di: Yamaguchi, Takamasa, et al.
Pubblicazione: (2025)

Computer-Aided Multi-Stroke Character Simplification by Stroke Removal
di: Ishiyama, Ryo, et al.
Pubblicazione: (2025)

MMAP: A Multi-Magnification and Prototype-Aware Architecture for Predicting Spatial Gene Expression
di: Nguyen, Hai Dang, et al.
Pubblicazione: (2025)

Sparse Prototype Network for Explainable Pedestrian Behavior Prediction
di: Feng, Yan, et al.
Pubblicazione: (2024)

A Prototype-Based Neural Network for Image Anomaly Detection and Localization
di: Huang, Chao, et al.
Pubblicazione: (2023)

Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
di: Fu, Mingxi, et al.
Pubblicazione: (2025)

WildSplatter: Feed-forward 3D Gaussian Splatting with Appearance Control from Unconstrained Images
di: Fujimura, Yuki, et al.
Pubblicazione: (2026)

Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control
di: Han, Minghao, et al.
Pubblicazione: (2025)

Image Interpolation with Score-based Riemannian Metrics of Diffusion Models
di: Saito, Shinnosuke, et al.
Pubblicazione: (2025)

Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation
di: Kurita, Teppei, et al.
Pubblicazione: (2024)

Advanced Image Segmentation Techniques for Neural Activity Detection via C-fos Immediate Early Gene Expression
di: Cai, Peilin
Pubblicazione: (2023)

Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes
di: Atote, Bhushan, et al.
Pubblicazione: (2024)

Adapting a Pre-trained Single-Cell Foundation Model to Spatial Gene Expression Generation from Histology Images
di: Fang, Donghai, et al.
Pubblicazione: (2026)

FDIF: Formula-Driven supervised Learning with Implicit Functions for 3D Medical Image Segmentation
di: Yamamoto, Yukinori, et al.
Pubblicazione: (2026)

Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
di: Song, Yaxuan, et al.
Pubblicazione: (2025)

One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification
di: Yan, Renao
Pubblicazione: (2025)