CES 2023 was the final word stage for corporations showcasing their AI innovation. Harman, a subsidiary of Samsung, was no completely different. On the occasion, the corporate launched its Clever Healthcare Platform that makes use of predictive analytics, visualisation, object detection, and pure language understanding to ship higher medical diagnoses within the subject, and enhance affected person experiences.
To study extra in regards to the platform and Harman’s different choices, we reached out to Dr Jai Ganesh, chief product officer for digital transformation options at Harman.
A brand new method to healthcare AI
Whereas we have now seen many developments in prediction fashions within the healthcare trade, implementing these into the present techniques takes appreciable effort. Twin issues of affected person confidentiality and the mission-critical nature of predictions compound improve inertia within the healthcare sector. For instance, a flawed prediction may end up in a defective analysis, placing sufferers at threat. This raises the stakes when growing an AI for healthcare functions, introducing the necessity to contain a human within the decision-making cycle. Affected person confidentiality is one other essential space of improvement for the healthcare sector, as seen by the rise of requirements reminiscent of HIPAA and GDPR.
Fixing these considerations and extra, Harman’s newest healthcare platform focuses on compliance, privateness, and security, as these are must-haves within the trade. It specialises in enhancing the effectivity and accuracy of medical diagnoses by utilizing picture processing and pure language understanding with a give attention to offering customer-centric providers.
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Elaborating on the capabilities of the platform, Ganesh mentioned, “The AI/ML modules power customer-centric analysis, detect anomalies, predict future states, and support rapid decision-making. Harman’s customer-centric solutions, deep understanding of data, advanced analytics, and end-to-end platforms have helped deliver truly transformational results in the healthcare industry.”
The platform additionally has measures in place to make sure information governance, together with controls for the administration of data with a give attention to privateness and integrity. It contains 4 key parts. One module goals to make use of machine studying and deep studying to be used circumstances like distant affected person care, unstructured doc processing, and demand forecasting. It additionally makes use of predictive algorithms for anomaly detection and speedy decision-making supplemented by docs.
Aside from having discrete modules for storing information and visualisation of saved information, the platform additionally has a governance module. This supplies customers with a portal to entry numerous HIPAA-compliant providers to additional enhance their capabilities.
“The Intelligent Healthcare Platform is built for agility. Agile and flexible operations are embedded through simplified processes, improved collaboration, faster decisions from unstructured data and automation of IT architectures,” remarked Ganesh.
Options for the long run
The healthcare platform isn’t the one place that Harman is utilizing AI and ML in. A handful of their merchandise leverage AI to unravel distinctive enterprise issues. The Defensight platform, primarily made to serve the safety wants of enterprise customers, makes use of information wrangling and predictive analytics strategies, together with analytics and visualisation strategies to generate threat scores and predict assault vectors. The system can be capable of intelligently cross-reference inner information factors to exterior databases of attainable assault vectors to offer proactive safety in opposition to threats. Utilizing predictive evaluation, the system additionally reduces operational value and remediation time, whereas in search of out compliance deviations.
IoT in a field, a low-code edge improvement platform, is a part of Harman’s toolchain to construct succesful edge AI functions. The software program additionally makes use of machine studying to detect anomalies in information collected by IoT sensors, in addition to for predictive upkeep of edge units. The corporate has additionally leveraged AI to create a conversational agent termed Harman eNOVA, enabling capabilities reminiscent of computerized speech recognition, pure language understanding, and speech synthesis.
India as a launchpad
At the same time as Harman creates options with a world focus, India is a vital a part of their technique. Over 6,000 of Harman’s 7,000 staff are based mostly in India, and the corporate has additionally arrange an incubation centre within the nation. “India is an incubation centre for many of our innovative digital solutions,” mentioned Ganesh, additional stating that they’ve arrange a 5G check lab in Gurgaon which caters to their telecom and infrastructure shoppers globally.
The 5G check lab supplies end-to-end testing for shopper 5G units, and has capabilities of simulating a 5G radio to measure utility efficiency. It could possibly additionally simulate completely different community situations and efficiency in particular use-cases like VR, video, and extra.
Constructing out capabilities reminiscent of Harman’s lab will enable Indian producers to check their 5G capabilities beneath all situations. Maintaining consistent with India’s self-reliance objectives, the corporate is constructing the required infrastructure for India’s corporations to flourish.