Increasing demand for AI tools in the medical field, growing focus on reducing the workload of radiologists, influx of large and complex datasets, growth in funding for AI-based start-ups, and the growing number of cross-industry partnerships and collaborations. 

AI and radiomics, which are being applied to X-ray and CT scans as advanced imaging tools in the detection and follow-up of COVID-19, have been able to diagnose the presence of the infection. This is because AI algorithms and radiomics used for chest X-rays can help undertake massive screening programs. For instance, Zhongnan Hospital (China) uses AI to interpret CT scans and identify COVID-19 symptoms when human radiologists are unavailable. 

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The growing awareness of the benefits offered by AI techniques and their wide application areas has led to the increased adoption of these products and services in the healthcare market. Various leading companies in the healthcare market are entering into partnerships and collaborations with leading AI technology providers to come up with innovative AI-based solutions for applications in healthcare. 

Due to the growing demand for novel AI-based techniques in the medical diagnostics market, such developments are helping companies gain momentum in terms of developing advanced products and tools. 

Currently, many healthcare professionals have doubts about the capabilities of AI solutions in terms of accurately diagnosing patient conditions. Considering this, it is challenging to convince providers that AI-based solutions are cost-effective, efficient, and safe solutions that offer convenience to doctors as well as better care for patients. 

However, healthcare providers are increasingly accepting the potential benefits of AI-based solutions and the spectrum of applications they serve. Hence, there is a possibility that in the coming years, doctors and radiologists will show more inclination toward AI-based technologies in healthcare. 

Some of the prominent players operating in the AI in medical diagnostics market are Microsoft Corporation (US), NVIDIA (US), IBM (US), Intel (US), Siemens Healthineers (Germany), GE Healthcare (US), Digital Diagnostics (US), Xilinx (US), InformAI (US), Enlitic (US), Day Zero Diagnostics (US), Aidence (Netherlands), Butterfly Network, Inc. (US), Prognos (US), Zebra Medical Vision (Israel), Viz.ai (US), Quibin (Spain), Qure.ai (India), Therapixel (France), and HeartFlow (US).