Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: Challenges and solutions

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Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: Challenges and solutions

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We developed a classifier using RNA sequencing data that identifies the usual interstitial pneumonia (UIP) pattern for the diagnosis of idiopathic pulmonary fibrosis. We addressed significant challenges, including limited sample size, biological and technical sample heterogeneity, and reagent and assay batch effects. |

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Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: Challenges and solutions

The effect of professional identification and organizational identification on career satisfaction, job satisfaction and organizational commitment

Efficacy of morphological characters for varietal identification of chilli

Semi-supervised machine learning for automated species identification by collagen peptide mass fingerprinting

A unified framework for automated person re-identification

On a feedback-feedforward identification control algorithm for feedback active controlled structures

An extension of the identification algorithm for feedback active control of incomplete measured systems

Model identification of the actuator based on image

Secured and centralized identification system of subscribers with mobile networks: The case of senegal

A study on author identification through stylometry

Person re-identification with mutual re-ranking

Đang chuẩn bị liên kết để tải về tài liệu: Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: Challenges and solutions

The effect of professional identification and organizational identification on career satisfaction, job satisfaction and organizational commitment

Efficacy of morphological characters for varietal identification of chilli

Semi-supervised machine learning for automated species identification by collagen peptide mass fingerprinting

A unified framework for automated person re-identification

On a feedback-feedforward identification control algorithm for feedback active controlled structures

An extension of the identification algorithm for feedback active control of incomplete measured systems

Model identification of the actuator based on image

Secured and centralized identification system of subscribers with mobile networks: The case of senegal

A study on author identification through stylometry

Person re-identification with mutual re-ranking

Đang chuẩn bị liên kết để tải về tài liệu:
Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: Challenges and solutions