| 2024 | Immune response and mesenchymal transition of papillary thyroid carcinoma reflected in ultrasonography features assessed by radiologists and deep learning
| JOURNAL OF ADVANCED RESEARCH |
| 2024 | Improving the diagnostic performance of inexperienced readers for thyroid nodules through digital self-learning and artificial intelligence assistance
| FRONTIERS IN ENDOCRINOLOGY |
| 2023 | Learnability of Thyroid Nodule Assessment on Ultrasonography: Using a Big Data Set | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 2023 | Artificial Intelligence Computer-Assisted Diagnosis for Thyroid Nodules: Comparison of Diagnostic Performance Using Original and Mobile Ultrasonography Images
| International Journal of Thyroidology |
| 2023 | Diagnosis of thyroid micronodules on ultrasound using a deep convolutional neural network
| SCIENTIFIC REPORTS |
| 2022 | Application of Artificial Intelligence Computer-Assisted Diagnosis Originally Developed for Thyroid Nodules to Breast Lesions on Ultrasound | JOURNAL OF DIGITAL IMAGING |
| 2022 | Use of long non-coding RNAs for the molecular diagnosis of papillary thyroid cancer
| FRONTIERS IN ONCOLOGY |
| 2022 | Fine Needle Aspiration Cytology vs. Core Needle Biopsy for Thyroid Nodules: A Prospective, Experimental Study Using Surgical Specimen
| Journal of the Korean Society of Radiology(대한영상의학회지) |
| 2022 | Using ultrasonographic features to predict the outcomes of patients with small papillary thyroid carcinomas: a retrospective study implementing the 2015 ATA patterns and ACR TI-RADS categories
| ULTRASONOGRAPHY |
| 2022 | Sarcopenia increases the risk of major organ or vessel invasion in patients with papillary thyroid cancer
| SCIENTIFIC REPORTS |
| 2021 | A beneficial role of computer-aided diagnosis system for less experienced physicians in the diagnosis of thyroid nodule on ultrasound
| SCIENTIFIC REPORTS |
| 2021 | Diagnosing thyroid nodules with atypia of undetermined significance/follicular lesion of undetermined significance cytology with the deep convolutional neural network
| SCIENTIFIC REPORTS |
| 2021 | Convolutional Neural Network to Stratify the Malignancy Risk of Thyroid Nodules: Diagnostic Performance Compared with the American College of Radiology Thyroid Imaging Reporting and Data System Implemented by Experienced Radiologists | AMERICAN JOURNAL OF NEURORADIOLOGY |
| 2021 | Comparison of diagnostic performance of the ACR and Kwak TIRADS applying the ACR TIRADS' size thresholds for FNA | EUROPEAN RADIOLOGY |
| 2021 | Implications of US radiomics signature for predicting malignancy in thyroid nodules with indeterminate cytology | EUROPEAN RADIOLOGY |
| 2021 | Author Reply: Factors to Consider When Interpreting the Diagnostic Performance of Fine-Needle Aspiration and Core-Needle Biopsy in Specific Patient Population
| YONSEI MEDICAL JOURNAL |
| 2021 | The Use of a Light-Emitting Diode Device for Neck Rejuvenation and Its Safety on Thyroid Glands
| JOURNAL OF CLINICAL MEDICINE |
| 2021 | Combining radiomics with ultrasound-based risk stratification systems for thyroid nodules: an approach for improving performance | EUROPEAN RADIOLOGY |
| 2021 | Ultrasonography-Based Radiomics of Screening-Detected Ductal Carcinoma In Situ According to Visibility on Mammography | ULTRASOUND QUARTERLY |
| 2021 | Response to: Factors to consider when comparing the diagnostic performances of fine-needle aspiration and core-needle biopsy for thyroid nodules | ENDOCRINE |
| 2020 | Cytopathologic criteria and size should be considered in comparison of fine-needle aspiration vs. core-needle biopsy for thyroid nodules: results based on large surgical series | ENDOCRINE |
| 2020 | Artificial intelligence to predict the BRAFV600E mutation in patients with thyroid cancer
| PLOS ONE |
| 2020 | Strap muscle invasion in differentiated thyroid cancer does not impact disease-specific survival: a population-based study
| SCIENTIFIC REPORTS |
| 2020 | Guideline Implementation on Fine-Needle Aspiration for Thyroid Nodules: Focusing on Micronodules | ENDOCRINE PRACTICE |
| 2020 | Diagnosis of thyroid nodules on ultrasonography by a deep convolutional neural network
| SCIENTIFIC REPORTS |
| 2020 | Grayscale Ultrasound Radiomic Features and Shear-Wave Elastography Radiomic Features in Benign and Malignant Breast Masses | ULTRASCHALL IN DER MEDIZIN |
| 2020 | Ultrasonography surveillance in papillary thyroid carcinoma patients after total thyroidectomy according to dynamic risk stratification | ENDOCRINE |
| 2020 | Pattern-based vs. score-based guidelines using ultrasound features have different strengths in risk stratification of thyroid nodules | EUROPEAN RADIOLOGY |
| 2020 | Application of machine learning to ultrasound images to differentiate follicular neoplasms of the thyroid gland
| ULTRASONOGRAPHY |
| 2020 | Diagnostic performances and unnecessary US-FNA rates of various TIRADS after application of equal size thresholds
| SCIENTIFIC REPORTS |
| 2020 | Intranodular Vascularity May Be Useful in Predicting Malignancy in Thyroid Nodules With the Intermediate Suspicion Pattern of the 2015 American Thyroid Association Guidelines | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 2020 | Three-dimensional radiomics of triple-negative breast cancer: Prediction of systemic recurrence
| SCIENTIFIC REPORTS |
| 2020 | Radiomics in predicting mutation status for thyroid cancer: A preliminary study using radiomics features for predicting BRAFV600E mutations in papillary thyroid carcinoma
| PLOS ONE |
| 2020 | Core-Needle Biopsy Does Not Show Superior Diagnostic Performance to Fine-Needle Aspiration for Diagnosing Thyroid Nodules
| YONSEI MEDICAL JOURNAL |
| 2020 | Radiomics signature for prediction of lateral lymph node metastasis in conventional papillary thyroid carcinoma
| PLOS ONE |
| 2019 | Differentiation of thyroid nodules on US using features learned and extracted from various convolutional neural networks
| SCIENTIFIC REPORTS |
| 2019 | Diagnosis of Thyroid Nodules: Performance of a Deep Learning Convolutional Neural Network Model vs. Radiologists
| SCIENTIFIC REPORTS |
| 2019 | Follow-Up Strategies for Thyroid Nodules with Benign Cytology on Ultrasound-Guided Fine Needle Aspiration: Malignancy Rates of Management Guidelines Using Ultrasound Before and After the Era of the Bethesda System | THYROID |
| 2019 | Ultrasonography-Guided Core Needle Biopsy Did Not Reduce Diagnostic Lobectomy for Thyroid Nodules Diagnosed as Atypia of Undetermined Significance/Follicular Lesion of Undetermined Significance | ULTRASOUND QUARTERLY |
| 2019 | Texture Analysis to Differentiate Malignant Renal Tumors in Children Using Gray-Scale Ultrasonography Images | Ultrasound in Medicine and Biology |
| 2019 | High Body Mass Index and Thyroid Stimulating Hormone Levels Do Not Affect Thyroid Nodule Selection for Fine-Needle Aspiration Biopsy after Ultrasound Evaluation
| International Journal of Thyroidology |
| 2019 | Association Between Radiomics Signature and Disease-Free Survival in Conventional Papillary Thyroid Carcinoma
| SCIENTIFIC REPORTS |
| 2018 | Associations between Bethesda categories and tumor characteristics of conventional papillary thyroid carcinoma
| ULTRASONOGRAPHY |
| 2018 | High suspicion US pattern on the ATA guidelines, not cytologic diagnosis, may be a predicting marker of lymph node metastasis in patients with classical papillary thyroid carcinoma. | AMERICAN JOURNAL OF SURGERY |
| 2018 | Frequencies and malignancy rates of 6-tiered Bethesda categories of thyroid nodules according to ultrasound assessment and nodule size | HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK |
| 2018 | Radiomics of US texture features in differential diagnosis between triple-negative breast cancer and fibroadenoma
| SCIENTIFIC REPORTS |
| 2018 | Application of Various Additional Imaging Techniques for Thyroid Ultrasound: Direct Comparison of Combined Various Elastography and Doppler Parameters to Gray-Scale Ultrasound in Differential Diagnosis of Thyroid Nodules | ULTRASOUND IN MEDICINE AND BIOLOGY |
| 2018 | Diagnostic performances and interobserver agreement according to observer experience: a comparison study using three guidelines for management of thyroid nodules | ACTA RADIOLOGICA |
| 2018 | Preoperative High Neutrophil-Lymphocyte Ratio May Be Associated with Lateral Lymph Node Metastasis in Patients with Papillary Thyroid Cancers
| International Journal of Thyroidology |
| 2018 | Histogram analysis of greyscale sonograms to differentiate between the subtypes of follicular variant of papillary thyroid cancer | CLINICAL RADIOLOGY |
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