Ultrasound Plus Machine Learning Identifies Thyroid Cancer

Machine learning of ultrasound scans could provide a preliminary method of screening for thyroid cancer.
Source: CancerNetwork - Category: Cancer & Oncology Authors: Source Type: news

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Shah Islam Hugh Harvey By HUGH HARVEY, MBBS and SHAH ISLAM, MBBS AI in medical imaging entered the consciousness of radiologists just a few years ago, notably peaking in 2016 when Geoffrey Hinton declared radiologists’ time was up, swiftly followed by the first AI startups booking exhibiting booths at RSNA. Three years on, the sheer number and scale of AI-focussed offerings has gathered significant pace, so much so that this year a decision was made by the RSNA organising committee to move the ever-growing AI showcase to a new space located in the lower level of the North Hall. In some ways it made sense to ...
Source: The Health Care Blog - Category: Consumer Health News Authors: Tags: Artificial Intelligence Health Tech Start-Ups AI Hugh Harvey Radiology RSNA RSNA 2019 RSNA19 Shah Islam Source Type: blogs
In conclusion, the present case is an extremely rare occurrence of simultaneous multiple RDMs from PTC as the initial presentation.
Source: Frontiers in Endocrinology - Category: Endocrinology Source Type: research
This study investigated the role of ultrasound gray scale ratio (UGSR) for the differentiated diagnosis of malignant and benign thyroid nodules. Using the UGSR to assess the echo was obviously more objective and accurate than the echogenicity identified by the naked eyes. The UGSR can be used as an additional ultrasound parameter in the diagnosis of different ‐sized thyroid nodules. AbstractAt present, hypoechogenicity, as one of the clinically relevant features associated with suspicion of malignant thyroid disease, is affected by the variability of modules and the experience of sonographers, thus leading to unsatisfyin...
Source: Cancer Medicine - Category: Cancer & Oncology Authors: Tags: ORIGINAL RESEARCH Source Type: research
Conclusion: In papillary thyroid carcinoma I-131 post-ablation SPECT/CT scan detects cervical lymphadenopathy and predicts relapse by NM stage more accurately than WBS.
Source: In Vivo - Category: Research Authors: Tags: Clinical Studies Source Type: research
ConclusionsSubclassification of AUS/FLUS into three groups based on cytopathologic findings alone not only improved the triage of patients for subsequent clinical management but also effectively stratified the risk of malignancy.
Source: Journal of the American Society of Cytopathology - Category: Cytology Source Type: research
Abstract BACKGROUND: About 10% of thyroid cancers are medullary thyroid carcinoma (MTC) and can occur sporadically, familially and in the context of type II multiple endocrine neoplasia (MEN). Imaging plays a pivotal role in screening family members and in diagnosis. DIAGNOSTIC METHODS: Diagnosis is based on ultrasound (US), thyroid scintigraphy, serum calcitonin and carcinoembryonic antigen (CEA) as well as fine needle biopsy. High-resolution US is the most important imaging method for locoregional staging, combined with computed tomography (CT) of the mediastinum. Positron emission tomography (PET...
Source: Der Radiologe - Category: Radiology Authors: Tags: Radiologe Source Type: research
CONCLUSION: This case highlights the importance of defining the US characteristics of rare variants of thyroid neoplasms, since an early diagnosis is decisive in defining the patient's prognosis. PMID: 31140157 [PubMed - as supplied by publisher]
Source: Hormones - Category: Endocrinology Tags: Hormones (Athens) Source Type: research
Conclusion: If the thyroid nodule is detected with flouro-2-deoxy-D-glucose uptake, to differentiate benign nodule from malignant, cytological examination is noteworthy to diagnose the more aggressive type of thyroid nodule and also thyroid metastasis from primary cancer.
Source: Journal of Cancer Research and Therapeutics - Category: Cancer & Oncology Authors: Source Type: research
A hypoechoic thyroid nodule is a type of thyroid nodule that appears dark on an ultrasound scan and typically indicates a solid mass rather than a fluid-filled cyst. Thyroid nodules are common and most are harmless. However, they can sometimes develop into thyroid cancer. Learn more here.
Source: Health News from Medical News Today - Category: Consumer Health News Tags: Endocrinology Source Type: news
Remember Monty Python’s brilliant Life of Brian movie scene where the Palestinian insurgent commando, planning the abduction of Pilate’s wife in return for all the horrors they had to endure from the Roman Empire, asks the rhetorical question: what have the Romans ever done for us? With the hype and overmarketing, not to speak about the fears around A.I, we asked the same question. What has A.I. in medicine ever done for us? Well, we found at least 45 things. I have 45 responses to the pressing question on everyone’s mind who is interested in healthcare but tired of the hype or the doomsday scenarios a...
Source: The Medical Futurist - Category: Information Technology Authors: Tags: Artificial Intelligence in Medicine Future of Medicine administration AI cancer diagnostics digital health digital health technology Healthcare Innovation medical medical imaging Radiology treatment Source Type: blogs
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