AIMC Topic: Biopsy, Fine-Needle

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Predicting Malignancy in Pediatric Thyroid Nodules: Early Experience With Machine Learning for Clinical Decision Support.

The Journal of clinical endocrinology and metabolism Nov 19, 2021
OBJECTIVE: To develop a machine learning tool to integrate clinical data for the prediction of non-benign thyroid cytology and histology.
Thyroid Gland Child Thyroid Neoplasms Prognosis Retrospective Studies Follow-Up Studies Area Under Curve Biopsy, Fine-Needle Ultrasonography Thyroid Nodule Decision Support Systems, Clinical Humans Machine Learning
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Thyroid Nodule Malignancy Risk Stratification Using a Convolutional Neural Network.

Ultrasound quarterly Jun 1, 2020
This study evaluates the performance of convolutional neural networks (CNNs) in risk stratifying the malignant potential of thyroid nodules alongside traditional methods such as American College of Radiology Thyroid Imaging Reporting and Data System ...
Humans Neural Networks, Computer Retrospective Studies Thyroid Gland Thyroid Nodule Image Interpretation, Computer-Assisted Biopsy, Fine-Needle Male Middle Aged Risk Assessment Female Sensitivity and Specificity
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High serum YKL-40 level is associated with poor prognosis in patients with lung cancer.

Tuberkuloz ve toraks Dec 1, 2018
INTRODUCTION: YKL-40 is a glycoprotein that plays role in inflammation and malignant processes. High serum YKL-40 levels are associated with short survive in cancer and chronic obstructive pulmonary disease (COPD) is another reason to increase its' l...
Lung Neoplasms Carcinoma, Non-Small-Cell Lung Bronchoscopy Humans Male Adipokines Aged Prognosis Middle Aged Glycoproteins Chitinase-3-Like Protein 1 Adult Female Neoplasm Staging Biomarkers, Tumor Biopsy, Fine-Needle
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Deep Learning-Based Computer-Aided Diagnosis System for Localization and Diagnosis of Metastatic Lymph Nodes on Ultrasound: A Pilot Study.

Thyroid : official journal of the American Thyroid Association Oct 1, 2018
BACKGROUND: The presence of metastatic lymph nodes is a prognostic indicator for patients with thyroid carcinomas and is an important determinant of clinical decision making. However, evaluating neck lymph nodes requires experience and is labor- and ...
Thyroid Gland Child Ultrasonography Pilot Projects Adolescent Lymph Nodes Lymphatic Metastasis Biopsy, Fine-Needle Adult Sensitivity and Specificity Male Middle Aged Diagnosis, Computer-Assisted Deep Learning Humans Aged Aged, 80 and over Young Adult Prognosis Female
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Classification and regression trees for the evaluation of thyroid cytomorphological characteristics: A study based on liquid based cytology specimens from thyroid fine needle aspirations.

Diagnostic cytopathology Aug 1, 2018
BACKGROUND: This study investigates the potential of classification and regression trees (CARTs) for the evaluation of thyroid lesions.
Thyroid Neoplasms Humans Regression Analysis Sensitivity and Specificity Biopsy, Fine-Needle
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Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network.

Journal of digital imaging Aug 1, 2017
With many thyroid nodules being incidentally detected, it is important to identify as many malignant nodules as possible while excluding those that are highly likely to be benign from fine needle aspiration (FNA) biopsies or surgeries. This paper pre...
Diagnosis, Computer-Assisted Thyroid Gland Ultrasonography Humans Thyroid Nodule Neural Networks, Computer Sensitivity and Specificity Biopsy, Fine-Needle
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Machine learning from concept to clinic: reliable detection of BRAF V600E DNA mutations in thyroid nodules using high-dimensional RNA expression data.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2015
The promise of personalized medicine will require rigorously validated molecular diagnostics developed on minimally invasive, clinically relevant samples. Measurement of DNA mutations is increasingly common in clinical settings but only higher-preval...
Mutation High-Throughput Nucleotide Sequencing DNA Mutational Analysis Biopsy, Fine-Needle DNA, Neoplasm Oligonucleotide Array Sequence Analysis Thyroid Nodule Computational Biology Support Vector Machine Humans Machine Learning Gene Expression Profiling Proto-Oncogene Proteins B-raf RNA, Neoplasm
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