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포트래이 인사이트

데이터 분석과 AI 기술, 그리고 포트래이가 만들어가는 플랫폼의 생각을 전합니다.

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Journal articles

Variability of FP-CIT PET Patterns Associated With Clinical Features of Multiple System Atrophy

To validate the role of the dopamine transporter (DAT) imaging as a biomarker in multiple system atrophy (MSA), we analyzed the association…

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Journal articles

Tumor metabolic features identified by FDG PET correlates with gene networks of immune cell microenvironment in head and neck cancer

The importance of 18F-FDG PET in imaging head and neck squamous cell carcinoma (HNSCC) has grown in recent decades.

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Journal articles

A risk stratification model for lung cancer based on gene coexpression network and deep learning

Risk stratification model for lung cancer with gene expression profile is of great interest. Instead of previous models based on individual prognostic…

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Journal articles

Immune landscape of papillary thyroid cancer and immunotherapeutic implications

Although papillary thyroid cancer (PTC) is curable with excellent survival rate, patients with dedifferentiated PTC suffer the recurrence or death.

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Journal articles

Integrative analysis of imaging and transcriptomic data of the immune landscape associated with tumor metabolism in lung adenocarcinoma: clinical and prognostic implications.

Although metabolic modulation in the tumor microenvironment (TME) is one of the key mechanisms of cancer immune escape, there is a lack of understanding of the…

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Journal articles

SpatialSPM: Statistical parametric mapping for the comparison of gene expression pattern images in multiple spatial transcriptomic datasets

Spatial transcriptomic (ST) techniques help us understand the gene expression levels in specific parts of tissues and organs, providing…

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Journal articles

A Spatial Transcriptomics based Label-Free Method for Assessment of Human Stem Cell Distribution and Effects in a Mouse Model of Lung Fibrosis

Recently, cell therapy has emerged as a promising treatment option for various disorders.

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Journal articles

IAMSAM : Image-based Analysis of Molecular signatures using the Segment-Anything Model

Spatial transcriptomics is a cutting-edge technique that combines gene expression data with spatial information, allowing researchers to…

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AACR

Deep learning-based mapping of tertiary lymphoid structure scores from H&E images of renal cell carcinoma trained by spatial transcriptomics data

Tertiary lymphoid structures are organized aggregates of immune cells present in the tumor microenvironment (TME) in which novel targets as well as beneficial biomarkers for immunotherapy in cancer...

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