IIT Madras, a renowned educational institution, has taken a significant step towards integrating medical science and technology by introducing the Department of Medical Sciences and Technology. This initiative aims to explore the potential of advancements in medical science and technology, particularly in the context of the increasing reliance on Artificial Intelligence (AI) in the field. In a press release issued by IIT Madras , it was revealed that the department will adopt an interdisciplinary approach to prepare students for various domains within the field. The curriculum will focus on designing life-saving medical devices, drug discovery, the application of AI in medicine, and fundamental medical research. Furthermore, the department aims to train physicians to effectively utilize technology in their clinical practice and pave the way for physician-scientist training in India. The p...
What to do When You Don't Have Gold Standard Images to Compare Your Processed Images How to Measure the Quality of Images When You Don't Have Gold Standard Images to Compare In the realm of image analysis and processing, quantifying image quality forms a crucial cornerstone of various methodologies. This is especially true when there's a lack of gold standard images or ground truth to set the benchmark. In such scenarios, we're often left asking: how can we measure image quality objectively or subjectively? Let's delve into this topic with an emphasis on establishing robust and reliable metrics for image quality analysis. Objective Measurement of Image Quality Without Ground Truth Objective quality metrics quantify the difference between two images based on numerical methods. But, how do we assess image quality objectivel...