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Giorgio Grani Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Livia Lamartina Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Valeria Ramundo Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Rosa Falcone Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Cristiano Lomonaco Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Laura Ciotti Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Martina Barone Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Marianna Maranghi Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Vito Cantisani Diagnostic and Ultrasound Innovations Unit, Azienda Ospedaliera Universitaria Policlinico Umberto I, “Sapienza” University of Rome, Rome, Italy

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Sebastiano Filetti Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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Cosimo Durante Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy

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likelihood ratio was 0.88 (95% CI 0.733–1.06), and the diagnostic odds ratio was 1.83 (95% CI 0.88–3.78). The sensitivities and specificities according to different cutoff values of the AP/T ratio to define TTW shape are plotted in online supplementary Figure

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Maria Rossing Department of Endocrinology, Herlev University Hospital, Herlev
Center of Genomic Medicine, Rigshospitalet, Copenhagen University, Copenhagen, Denmark

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Birte Nygaard Department of Endocrinology, Herlev University Hospital, Herlev

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Finn Cilius Nielsen Center of Genomic Medicine, Rigshospitalet, Copenhagen University, Copenhagen, Denmark

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Finn Noe Bennedbæk Department of Endocrinology, Herlev University Hospital, Herlev

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nodules, FNA is the single best test for preoperative selection, but the issues of non-diagnostic and suspicious cytopathological findings remain to be solved. Other studies have evaluated the accuracy of FNA and conclude that sensitivity and specificity

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José I. López Department of Pathology, Cruces University Hospital, BioCruces Research Institute, University of the Basque Country, Barakaldo

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Rosa Zabala Department of Radiology, Basurto University Hospital, University of the Basque Country, Bilbao, Spain

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José Luís del Cura Department of Radiology, Basurto University Hospital, University of the Basque Country, Bilbao, Spain

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sensitivity and specificity of the technique [ 4 ], and makes it possible to take samples of the solid areas in cystic lesions. Despite fine-needle aspiration cytology (FNAC) being almost universally used to take thyroid samples and, accordingly, there being

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Lei Xu Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China
Xi’an Hospital of Traditional Chinese Medicine, Xi’an, China

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Junling Gao Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China

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Quan Wang Laboratory of Surgical Oncology, Peking University People’s Hospital, Peking University, Beijing, China

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Jichao Yin Xi’an Hospital of Traditional Chinese Medicine, Xi’an, China

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Pengfei Yu Xijing Hospital, Fourth Military Medical University, Xi’an, China

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Bin Bai Xijing Hospital, Fourth Military Medical University, Xi’an, China

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Ruixia Pei Xi’an Hospital of Traditional Chinese Medicine, Xi’an, China

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Dingzhang Chen Xijing Hospital, Fourth Military Medical University, Xi’an, China

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Guochun Yang Xi’an Hospital of Traditional Chinese Medicine, Xi’an, China

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Shiqi Wang Xijing Hospital, Fourth Military Medical University, Xi’an, China

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Mingxi Wan Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China

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evaluated using Deeks’ test for funnel plot asymmetry. Interstudy heterogeneity was assessed by the DerSimonian-Laird random-effects model and the index of inconsistency ( I 2 ). The combined estimates for sensitivity and specificity were performed by a

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Taha Yusuf Kuzan Department of Radiology, Sancaktepe Sehit Prof. Dr. Ilhan Varank Training and Research Hospital, Istanbul, Turkey

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Ceren Canbey Goret Department of Surgical Pathology, Sancaktepe Sehit Prof. Dr. Ilhan Varank Training and Research Hospital, Istanbul, Turkey

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thyroid nodules are benign, and 5–15% of them are thyroid malignancies. Fine-needle aspiration biopsy (FNAB) is a reliable, minimally invasive diagnostic method with high sensitivity and specificity in the evaluation of thyroid nodules [ 2 , 4 - 7

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Min Ren Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Qianlan Yao Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Longlong Bao Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Zhiting Wang Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Ran Wei Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Qianming Bai Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Bo Ping Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Cai Chang Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
Department of Ultrasound, Fudan University Shanghai Cancer Center, Shanghai, China

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Yu Wang Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Shanghai, China

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Xiaoyan Zhou Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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Xiaoli Zhu Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China

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). Previous studies have verified that FNA cytology, as the standard preoperative tool for the diagnosis of thyroid nodules, is characterized by outstanding diagnostic sensitivity and specificity compared with surgical histology. However, approximately 20

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Haiyang Zhang Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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Shuo Wu Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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Shuyu Hu Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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Xianqun Fan Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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Xuefei Song Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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Tienan Feng Clinical Research Institute, Shanghai Jiao Tong University School of Medicine, Shanghai, China

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Huifang Zhou Department of Ophthalmology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China

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.3.0) software. A summary receiver operating characteristic curve (SROC) was constructed for overall analysis, and the area under the SROC curve was calculated. We also conducted a meta-analysis of the models (38/47) with reported sensitivity and specificity and

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Karoly Rucz K Rucz, Department of Endocrinology, Siofok Hospital, Siofok, Hungary

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Laszlo Hegedus L Hegedus, Department of Endocrinology, , Odense University Hospital, Odense, Denmark

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Steen Joop Bonnema S Bonnema, Department of Endocrinology, , Odense University Hospital, Odense, Denmark

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Andrea Frasoldati A Frasoldati, Endocrinology Unit , Arcispedale S Maria Nuova, Reggio Emilia, Italy

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Laszlo Jambor L Jambor, Department of Radiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary

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Gabor Laszlo Kovacs G Kovacs, 1st Department of Medicine, Flohr Ferenc Hospital, Kistarcsa, Hungary

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Enrico Papini E Papini, Regina Apostolorum Hospital in Albano, Rome, Italy

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Gilles Russ G Russ, Unité Thyroïde et Tumeurs Endocrines - Pr Leenhardt Hôpital La Pitie Salpetriere, Sorbonne Université, Paris, France

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Zsolt Karanyi Z Karanyi, Faculty of Medicine, Department of Medicine, University of Debrecen, Debrecen, 4010, Hungary

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Endre V. Nagy E Nagy, Division of Endocrinology, Department of Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary

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Tamas Solymosi T Solymosi, Division of Endocrinology, Department of Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary

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Objective. The ultrasound evaluation of thyroid nodules (TN) in patient selection for fine needle aspiration (FNA) requires both uniformly accepted definitions of each nodule characteristic and extensive experience of the examiner. We hypothesized that nodule echogenicity alone may provide comparable performance to the more complex approaches, in patient selection for FNA.

Patients and Methods. Seven highly experienced investigators from four countries evaluated, online, the ultrasound (US) video recordings of 123 histologically verified TN, by answering 17 nodule characteristics-related questions. The diagnostic performances of five TN image reporting and data systems (TIRADS) were compared to making decisions based alone on echogenicity of the nodule, for indicating FNA in 110 nodules ≥10 mm.

Results. In the 10 to 20 mm size range, the sensitivities and specificities of the five TIRADS systems in identifying malignant nodules was 80.5%-91.0%, and 31.4-50.9%, respectively. Had FNA been recommended in all hypoechoic nodules, disregarding other US characteristics, comparable sensitivity and specificity (87.5% and 43.4%, respectively) were obtained. Compared to nodules >20mm, a higher proportion of cancers were hypoechoic in the 10 to 20 mm size range (87.2% vs. 77.8%, p=0.05). In the 10-20 mm size range, compared to hypoechoic nodules, a significantly lower proportion of isoechoic nodules demonstrated suspicious findings (70.7% vs. 30.0%, p<0.05).

Conclusion. In contrast to >20 mm diameter nodules, the recommendation of FNA may rely on a single US feature, echogenicity, in the 10-20 mm size range. If independently confirmed in larger cohorts, this may simplify nodule evaluation in this size range.

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Nancy Van Wilder Departments of Endocrinology, Vrije Universiteit Brussel, Brussels, Belgium

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Bert Bravenboer Departments of Endocrinology, Vrije Universiteit Brussel, Brussels, Belgium

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Sarah Herremans Departments of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium

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Nathalie Vanderbruggen Departments of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium

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Brigitte Velkeniers Departments of Endocrinology, Vrije Universiteit Brussel, Brussels, Belgium

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Background: Hypothyroidism due to non-compliance with levothyroxine therapy (pseudomalabsorption) is rare. The diagnosis is considered in patients with persistent severe hypothyroidism despite treatment with large doses of levothyroxine. Intestinal malabsorption, drug and dietary interference with levothyroxine absorption and nephrotic syndrome should be excluded. The diagnosis of pseudomalabsorption can be demonstrated by using “an oral 1,000 µg of levothyroxine test” showing a rapid decrease in thyroid-stimulating hormone and increase in thyroxine. There are however few data on the sensitivity and specificity of the test in large cohorts of hypothyroid patients. Treatment of pseudomalabsorption is controversial, with reports using parenteral, intramuscular or single weekly oral dosing of levothyroxine. Cases: We report 3 patients who presented with persistent clinical and biochemical signs of hypothyroidism despite replacement therapy with high doses of levothyroxine. Pseudomalabsorption was diagnosed by a systematic approach, including prior exclusion of digestive, liver and kidney diseases. A peroral challenge test was positive in all cases. Patients denied non-compliance, and a psychiatric approach was elusive. Two of the patients were treated successfully with a single supervised weekly 1,000-µg administration of levothyroxine, while non-supervised weekly administration resulted in hypothyroidism confirming pseudomalabsorption. Conclusions: Non-compliance with medical therapy should be considered in patients with treatment-refractory hypothyroidism. Supervised once weekly levothyroxine treatment is a safe and well-tolerated treatment option, obviating the need for parenteral administration of the drug. Apart from the medical treatment, there is also a need for psychiatric evaluation and care.

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Tomohiro Kikuchi Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan
Department of Radiology, Jichi Medical University, School of Medicine, Shimotsuke, Tochigi, Japan

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Shouhei Hanaoka Department of Radiology, The University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan

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Takahiro Nakao Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan

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Yukihiro Nomura Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan
Center for Frontier Medical Engineering, Chiba University, Yayoicho, Inage–ku, Chiba, Japan

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Takeharu Yoshikawa Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan

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Ashraful Alam Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan

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Harushi Mori Department of Radiology, Jichi Medical University, School of Medicine, Shimotsuke, Tochigi, Japan

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Naoto Hayashi Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital, Hongo, Bunkyo–ku, Tokyo, Japan

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Objective

This study aimed to determine a standardized cut-off value for abnormal 18F-fluorodeoxyglucose (FDG) accumulation in the thyroid gland.

Methods

Herein, 7013 FDG–PET/CT scans were included. An automatic thyroid segmentation method using two U-nets (2D- and 3D-U-net) was constructed; mean FDG standardized uptake value (SUV), CT value, and volume of the thyroid gland were obtained from each participant. The values were categorized by thyroid function into three groups based on serum thyroid-stimulating hormone levels. Thyroid function and mean SUV with increments of 1 were analyzed, and risk for thyroid dysfunction was calculated. Thyroid dysfunction detection ability was examined using a machine learning method (LightGBM, Microsoft) with age, sex, height, weight, CT value, volume, and mean SUV as explanatory variables.

Results

Mean SUV was significantly higher in females with hypothyroidism. Almost 98.9% of participants in the normal group had mean SUV < 2 and 93.8% participants with mean SUV < 2 had normal thyroid function. The hypothyroidism group had more cases with mean SUV ≥ 2. The relative risk of having abnormal thyroid function was 4.6 with mean SUV ≥ 2. The sensitivity and specificity for detecting thyroid dysfunction using LightGBM (Microsoft) were 14.5 and 99%, respectively.

Conclusions

Mean SUV ≥ 2 was strongly associated with abnormal thyroid function in this large cohort, indicating that mean SUV with FDG–PET/CT can be used as a criterion for thyroid evaluation. Preliminarily, this study shows the potential utility of detecting thyroid dysfunction based on imaging findings.

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