This IDTechEx article assesses the technological status of image recognition AI in medical diagnostics today, detailing its current capabilities and value proposition. The article also identifies key technological issues currently limiting the uptake of image recognition AI and discusses opportunities for improvement.

As IDTechEx predicted in its report, "Robot Shuttles and Autonomous Buses 2020-2040", robot shuttles are converging with robotaxis.

Vertical farming, the practice of growing crops indoors under tightly controlled conditions, is continuing to expand rapidly.

Materials informatics is quickly becoming one of the most significant areas of interest for chemical and material companies.

In its recently published report "Innovations in Robotic Surgery 2020-2030: Technologies, Players & Markets", IDTechEx reports that the robotic surgery market will reach over $12 billion by 2030. The report breaks down the market landscape and emerging technologies in the field of robotic surgery.

The new IDTechEx report, "Sensors 2021-2041" uniquely analyses the whole subject in the light of such seismic changes as the COVID-19 virus. The sensor business is in turmoil. The industries that spend most on sensors are changing as are the sensors.

In the past two decades, the car market has declined twice: first due to the 2008 economic crisis, and then due to falling sales in China. Most recently, the lockdowns implemented to combat the coronavirus pandemic, causing auto-production plants to close globally and a loss of consumer spending will lead to an unprecedented 23% decline in 2020 (IDTechEx prediction).

It is often imagined that agriculture is alien to new technologies. This is far from reality. In fact, agriculture has always been a pioneer in the adoption of new technologies, embracing motor/power, modified seed, and agrochemical technologies over many decades to boost productivity.

Nearly every sector is proposing the use of artificial intelligence. Materials science R&D is relatively late to this trend, and there are many industry-specific hurdles, but the opportunities are beginning to be realized and the potential impact is significant.

Tuesday 11 August - The electric car market is facing fresh, unforeseen challenges in 2020, and in the wake of the coronavirus pandemic, electric vehicles with a higher upfront price are a hard sell. How is the industry, and how are governments, responding? Are electric cars de-railed from their pre-coronavirus trajectory?

Join Dr Peter Harrop in his latest presentation on Electric Vehicles in Construction, Agriculture & Mining, a $100 Billion Market Soon.

Deep learning has revolutionized image recognition and analysis, making unprecedented performance leaps between 2010-2014. These rapid advancements enabled the development of automated, accurate, accessible, and cost-effective medical diagnostics.

In the future, all materials scientists and chemists will have access to machine learning tools to enhance their R&D. Seamlessly integrating these underlying operations will not happen quickly, but overlooking the developments in materials informatics will lead to a loss of any competitive advantage.

Join IDTechEx Chairman, Dr Peter Harrop in this 8-minute presentation on Sensors, discussing patents, the effect of COVID19, sensor market drivers in construction, agriculture, mining, military, aerospace, consumer electronics, medical, automotive & rail.

IDTechEx has reports on many types of sensors from vehicle RADAR to biosensors, printed to wearable. By popular request, an overview of all of them is now available, called "Sensors 2021-2041". Some of the research is shared in this webinar.

Radar uptake in vehicles will continue its increase, driven both by an increase in the number of adopting cars and by the radar content per vehicle. Both trends are driven by the increasing adoption of ADAS and will be sustained and strengthened in the longer term by the emergence of highly automated or autonomous driving.

Robotics, automotive, energy and healthcare. Interview with Dr Peter Harrop on his new report: Sensors 2021-2041

This webinar from IDTechEx will provide - A technical introduction to the field, A discussion as to why now?, An overview of key players and developments, Key commercial outlooks, Critical appraisal of strategic direction available to industrial users, and Success stories.

This webinar provides insight into the industry's evolution, and will cover: Drivers for the transition to electric buses, Challenges to bus electrification, The history and future of bus electrification in key regions, The outlook for battery electric buses, plug-in hybrid buses and fuel cell electric buses, and The background to IDTechEx's new granular forecasts for the electric city bus market.

Cars electrify, now farm vehicles. The new 215-page IDTechEx report, "Electric Vehicles and Robotics in Agriculture 2020-2030" explains. This is a drill-down from the popular report, "Electric Vehicles in Construction, Agriculture and Mining 2020-2030".