Related Experiment Video
Updated: Jan 24, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
An unsuspicious thyroid nodule with fatal outcome
Lorenzo Scappaticcio1, Camilla Virili2, Marco Castellana3
1Department of Medical, Surgical, Neurological, Metabolic Sciences and Aging, Unit of Endocrinology and Metabolic Diseases, University of Campania "L. Vanvitelli", 80138, Naples, Italy. lorenzo828@virgilio.it.
Anaplastic thyroid carcinoma can present as an unsuspected nodule on ultrasound (US), even with distant metastases. This case underscores the need to characterize rare thyroid cancers for timely diagnosis and improved patient outcomes.
Area of Science:
- Oncology
- Radiology
- Pathology
Background:
- Thyroid nodule evaluation systems aim to stratify malignancy risk based on common histotypes.
- Existing ultrasonography (US) classification systems may not adequately identify rare thyroid neoplasms.
Observation:
- A 77-year-old woman presented with metastatic disease and a solitary thyroid nodule.
- The thyroid nodule exhibited benign ultrasonographic features, classified as low risk by six systems.
- Despite low-risk US findings, fine-needle aspiration cytology revealed anaplastic cancer.
Findings:
- Histological examination confirmed follicular thyroid carcinoma with anaplastic dedifferentiation.
- The patient's condition rapidly progressed, leading to death shortly after diagnosis.
Implications:
- Accurate US characterization of rare thyroid neoplasms is crucial for early diagnosis.
- Timely diagnosis of aggressive thyroid cancers significantly impacts patient prognosis.
- Rethinking current US-based risk stratification for uncommon thyroid cancer variants is warranted.
Related Concept Videos
Predicting Reaction Outcomes
The Thyroid Gland
The follicles have a central cavity lined by simple cuboidal to squamous epithelial cells called follicular cells. These cells produce the glycoprotein...
Outcomes of Glycolysis
Cellular respiration can occur aerobically (with oxygen) or anaerobically (without oxygen). In the presence of oxygen, cellular respiration starts with glycolysis and continues with pyruvate...
Functions of Thyroid Hormones
TH is indispensable for the normal development and maturation of the skeletal, muscular, and nervous systems during fetal and childhood growth. It facilitates bone mineral turnover and regulates protein synthesis in developing tissues, contributing significantly to overall growth and...
Guidelines for Writing Outcome
Patient outcomes reflect the patient's response to the goal rather than what the nurse aims to achieve. Terminology should be observable and measurable to avoid the reader's interpretation. The desired outcome should be realistic and achievable in the designated care timeframe. Expected outcomes should align with adjunctive therapies. The outcome should enhance care...
Synthesis and Regulation of Thyroid Hormones
Upon reaching the thyroid gland, TSH stimulates the follicular cells' active uptake of iodide ions from the blood. The ions diffuse to the apical surface of the cells and are oxidized to iodine. The...

