Deep Learning for Classification of Thyroid Nodules on Ultrasound: Validation on an Independent Dataset

no code implementations • 27 Jul 2022 • Jingxi Weng, Benjamin Wildman-Tobriner, Mateusz Buda, Jichen Yang, Lisa M. Ho, Brian C. Allen, Wendy L. Ehieli, Chad M. Miller, Jikai Zhang, Maciej A. Mazurowski

Objectives: The purpose is to apply a previously validated deep learning algorithm to a new thyroid nodule ultrasound image dataset and compare its performances with radiologists.

Multistep Automated Data Labelling Procedure (MADLaP) for Thyroid Nodules on Ultrasound: An Artificial Intelligence Approach for Automating Image Annotation

no code implementations • 28 Jun 2022 • Jikai Zhang, Maciej M. Mazurowski, Brian C. Allen, Benjamin Wildman-Torbiner

Machine learning (ML) for diagnosis of thyroid nodules on ultrasound is an active area of research.

Optical Character Recognition Optical Character Recognition (OCR)