Can AI Generate Clinically Appropriate X-Ray Reports? Judging the Accuracy...
PURPOSE Implementations of deep learning algorithms in clinical practice are limited by the nature of output provided by the algorithms. We evaluate the accuracy, clinical...
Read MoreSpectrum of Autoimmune Limbic Encephalitis on FDG PET/CT
PURPOSE To evaluate the role of FDG PET CT in the diagnosis, treatment response evaluation and follow up of patients with suspected autoimmune limbic encephalitis...
Read MoreNext Generation Sequencing for the Practicing Radiologist
TEACHING POINTS Next Generation Sequencing (NGS) is a technique of reading the entire genome or screening few relevant genes for aberrations. NGS sequences DNA parallelly...
Read MoreCirculating Tumor DNA (ctDNA) – A Potential Adjunct to FDG-PET...
TEACHING POINTS • With the continuous advances in healthcare - Next Generation Sequencing and PET-CT are revolutionising cancer diagnostics • Survival outcomes in cancer can...
Read MoreTips and Tricks on Basic Programming Tools for Radiologists to...
TEACHING POINTS • In the era of artificial intelligence, it is beneficial for radiologists to learn some basic programming tools to organise and curate DICOM...
Read MoreBuilding Robust ML Models Using Federated Learning: The Future of...
TEACHING POINTS What does Deep Neural Nets learn? Are they cramming or they are learning? How to avoid cramming and move towards learning. How to...
Read MoreHow to Lie with Statistics: Things To Keep in Mind...
TEACHING POINTS 1. In today's age of deep learning and artificial intelligence, a radiologist must know what to watch out for while evaluating a deep...
Read MorePractical Guide for Deployment of AI Solutions in Clinical Environment:...
TEACHING POINTS • Every AI company developing/validating algorithms on different modalities has this question in mind - how to deploy AI algorithms in a radiology...
Read MoreGetting AI Ready for Deployment: Tuning Algorithms to Specific Sites...
PURPOSE Lack of generalisation of deep neural networks, due to equipment and geographic variability, is a known problem facing the radiology community today. We propose...
Read MoreMediastinal Lymph Nodal Staging by 18 F FDG PET CT...
PURPOSE The aim of this study is to evaluate the imaging characteristics of metastatic and benign (Tubercular) lymph nodes on18 F FDG PET/CT, in patients...
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