Enhancing the fairness of AI prediction models by Quasi-Pareto improvement among heterogeneous thyroid nodule population

S Yao, F Dai, P Sun, W Zhang, B Qian, H Lu - Nature Communications, 2024 - nature.com
Artificial Intelligence (AI) models for medical diagnosis often face challenges of
generalizability and fairness. We highlighted the algorithmic unfairness in a large thyroid …

Advances in the Diagnosis and Treatment of Follicular Thyroid Carcinoma: A Comprehensive Review

V Gopalan, SG Deshpande, AA Zade, D Tote… - Cureus, 2024 - pmc.ncbi.nlm.nih.gov
Follicular thyroid carcinoma (FTC) is the second most common type of thyroid cancer,
presenting unique diagnostic and therapeutic challenges. This review provides a …

Deep Learning Techniques and Imaging in Otorhinolaryngology—A State-of-the-Art Review

C Tsilivigkos, M Athanasopoulos, R Micco… - Journal of Clinical …, 2023 - mdpi.com
Over the last decades, the field of medicine has witnessed significant progress in artificial
intelligence (AI), the Internet of Medical Things (IoMT), and deep learning (DL) systems …

Thyroid Cancer Central Lymph Node Metastasis Risk Stratification Based on Homogeneous Positioning Deep Learning

S Yao, P Shen, F Dai, L Deng, X Qiu, Y Zhao, M Gao… - Research, 2024 - spj.science.org
Due to the absence of definitive diagnostic criteria, there remains a lack of consensus
regarding the risk assessment of central lymph node metastasis (CLNM) and the necessity …

Model Based on Ultrasound Radiomics and Machine Learning to Preoperative Differentiation of Follicular Thyroid Neoplasm

Y Deng, Q Zeng, Y Zhao, Z Hu, C Zhan… - … of Ultrasound in …, 2024 - Wiley Online Library
Objectives To evaluate the value of radiomics based on ultrasonography in differentiating
follicular thyroid carcinoma (FTC) and follicular thyroid adenoma (FTA) and construct a tool …

[HTML][HTML] Role of clinicopathologic and sonographic characteristics for the management of patients with cytological diagnosis of thyroid follicular neoplasm

H Wu, Z Cao, Q Zhang, Z Liu - Gland Surgery, 2024 - pmc.ncbi.nlm.nih.gov
Background Thyroid cancer is one of the most common endocrine tumors and preoperative
diagnosis of thyroid follicular neoplasm (FN) is challenging. Commonly used examination …