Perspectives: How AI and ML can accelerate the growth of telemedicine across the globe

May 31, 2023 | by

TTA has an open invitation to industry leaders to contribute to our Perspectives non-promotional opinion area. Today’s Perspectives is from Deepak Singh, a thought leader in AI and telehealth. In his work, he builds AI-powered healthtech and telehealth solutions that can reach from big cities to remote areas of the world. With double master’s degrees in business and information systems, he has 10 years of experience in product development, management, and design ranging from telecom to multimedia and from IT solutions to enterprise healthcare platforms. This article discusses how artificial intelligence (AI) and machine learning (ML) can accelerate the global growth of telemedicine, including a consideration of risks and possible solutions.

Introduction

The ongoing technological advancements have led the way towards greater opportunities for the growth of the global health business, particularly telemedicine through increased connections via the internet, robotics, data analytics, and cloud technology that will further drive innovation over the next ten years. It is obvious that artificial intelligence (AI) usage plays a noteworthy part in the maneuvering and execution of medical technologies when considering the bulky amount of data handling needed by healthcare, the requirement for consistent accuracy in complex procedures, and the rising demand for healthcare services.

Telemedicine is the practice of performing consultations, medical tests and procedures, and remote medical professional collaborations through interactive digital communication. Telemedicine is an open science that is constantly growing as it embraces new technological developments and reacts to and adapts to the shifting social circumstances and health demands. The primary goals of telemedicine are to close the accessibility and communication gaps in four fields: teleconsultation, which is having all kinds of physical and mental health consultations without an in-person visit to a medical facility; teleradiology, which uses information and communication technologies (ICT) to transmit digital radiological images (such as X-ray images) from one place to another; telepathology, which uses ICT to transmit digitized pathological results; and teledermatology, which uses ICT to transmit medical information about skin conditions.

AI has been progressively implied in the field of telemedicine. AI deals with machine learning (ML) that discloses complex connections that are hard to figure out in an equation. In a way that is similar to the human brain and neural networks that encrypt data using an enormous number of interconnected neurons, ML systems can approach difficult problem-solving in the same way that a doctor might do by carefully analyzing the available data and drawing valid judgments.

A growing understanding of artificial intelligence and data analytics can help to broaden its reach and capabilities. Telemedicine’s goal is to boost productivity and organize experience, information, and manpower based on need and urgency and it can be augmented by the use of AI and ML.

Evolving application of AI and ML in Telemedicine

In order to enable clinicians to make more data-driven, immediate decisions that could enhance the patient experience and health outcomes, AI is being employed in telemedicine more and more. The use of AI in healthcare is a potential approach for telemedicine applications in the future.

Al and ML were able to bring about the necessary revolution in so many sectors due to their competence, increased productivity, and flawless execution of tasks. AI is now surpassing the boundaries of being a mere theory and stepping into a practical domain where the need for human supervision for the execution of jobs by machines will be minimized all due to the presence of enormous datasets along with an increment in the processing power of that data. A computer-based algorithm that uses AI has the ability to analyze any form of input data such as ‘training sets’ using pattern recognition which eventually predicts as well as categorize the output, all of that is beyond the scope of human processing or analytical powers that uses traditional statistical approaches. In the field of telemedicine, the adoption of AI and ML still has to go a long way till its vital concepts are understood and applied likewise, nevertheless, the current scenario gives a promising picture where many research projects have applied AI to predict the risk of future disease incidence, decrypting cutting-edge imaging, evaluating patient-reported results, recording value-based metrics, and improving telehealth. The perspective to mechanize tasks and improve data-driven discernments may be comprehended by profoundly improving patient care with obligation, attentiveness, and proficiency in prompting AI.

Drawbacks of artificial intelligence in telemedicine (more…)

News roundup for Tuesday: room at the top at VA? (updated), Philips integrates teleradiology. 3rings Care premieres Amazon Echo service

March 27, 2018 | by

Updated. Who’s the Leader? At the Veterans Administration, the soap opera plot accelerated on the continued tenure of Secretary David Shulkin who, after a strong start (and coming from within VA’s tech area), has stumbled over charges of inappropriate spending and staff turmoil since the beginning of the year. Journalist Christopher Ruddy, CEO of Newsmax, who speaks regularly with President Trump, indicated in an interview on ABC’s This Week on Sunday that Dr. Shulkin will likely be the next Cabinet departure. The fact that VA Choice 2.0 did not make it into the huge ‘omnibus’ budget bill indicated a disillusion with him on Capitol Hill. The lack of closure on replacing VistA with Cerner is also not in favor of a longer stay. The replacement may come from the VA House committee, the defense contractor community, or DoD. Why it’s important? VA is the largest purchaser of telemedicine and telehealth in the US, and has set the pace for everything from EHRs to info security. And there are those 9 million veterans they serve. Stay tuned. POLITICO Morning eHealth…..

By the next morning, a press secretary was saying “At this point in time though, he [President Trump] does have confidence in Dr. Shulkin. He is a secretary and he has done some great things at the VA. As you know, the president wants to put the right people in the right place at the right time and that could change.” But one of Dr. Shulkin’s biggest thorns-in-side at the VA, Darin Selnick, shuffled off last year to the Domestic Policy Council, will return to a post at the VA.

HIMSS continued to support VA’s and Dr. Shulkin’s efforts to increase veteran patient record sharing through changing the consent requirements authorizing the VA to release a patient’s confidential VA medical record to a Health Information Exchange (HIE) community partner. Letter.

Philips has entered the integrated teleradiology field by combining Philips’ Lumify portable ultrasound system and Innovative Imaging Technologies‘ (IIT) Reacts collaborative platform. It combines a compatible smart device that enables a two-way video consult with live ultrasound streaming. How it works: “clinicians can begin their Reacts session with a face-to-face conversation on their Lumify ultrasound system. Users can switch to the front-facing camera on their smart device to show the position of the probe. They can then share the Lumify ultrasound stream, so both parties are simultaneously viewing the live ultrasound image and probe positioning, while discussing and interacting at the same time.” Release

Following up on 3rings and their integration into the Amazon Echo virtual assistant system [TTA 18 Oct], Mark Smith from their business development area has told us that they have formally launched this platform earlier this month. The person cared for at home can simply ask Alexa to alert family and caregivers that they need help via voice message, text or email. Care staff or family can also use Echo to check through the 3rings platform by simply asking Alexa if that person is safe and OK. 3rings is now actively seeking to partner with innovative health, housing, and social care organizations. Overview/release.

Radiology converging imaging and real-time video

July 3, 2014 | by

Radiology was one of the first specialties to freely locate the evaluation and reporting on patient imaging almost anywhere in the world. The objective of teleradiology was to increase volume, increase RVUs (relative value units used for Medicare reimbursement) and decrease turnaround times. What has been lost is the face-to-face contact between clinicians and radiologists with live interaction for the patient’s benefit and the clinician’s knowledge base. The addition of real-time video consults synchronized with an image viewer may be a solution. Imaging 3.0 shifts the emphasis to increased quality, increased patient safety and improved outcomes. Remote radiologists can be consulted earlier in diagnosis and during rounds ‘face-to-face’, which is far easier than by telephone. This recent article by reader Howard Reis of HealthePractices explains how even patients can participate in these consults. Real-time Video: Imaging 3.0 Toolkit? Originally published in Radiology Business and with the author’s permission.  

A random walk through ATA 2014

May 23, 2014 | by
[grow_thumb image=”https://telecareaware.com/wp-content/uploads/2014/05/ATA_Button_color_filled.jpg” thumb_width=”150″ /] Editor Donna attended ATA 2014 on Monday only. This article is a set of impressions (mainly) of the exhibit floor and visits to a number of select booths.

Donna, it’s Baltimore. You’re not in NYC or Las Vegas.

Arriving after a long trip to a city you used to visit regularly, but haven’t been to in over 30 years, is disorienting, especially when you are heading on a fair spring day to a section that didn’t exist then. The Inner Harbor and Camden Yards resemble Atlanta, not necessarily a bad thing since the parts of ‘Charm City’ they replaced were largely past ‘gentrification’. The Baltimore Convention Center was unexpectedly huge, the distance to registration made longer by a taxi driver who dropped me off at another entrance two blocks away. Any resolve I had to drop in on the many educational sessions was dissuaded by the sheer length of the halls. The thick Exhibit Guide confirmed that the show floor filled two city blocks–a challenge to cover and spend time with my appointments before the close of the day.

Was it a hardware show, a software show or somewhere in between?

You could make a case for both views. One observer I walked with at the start compared it to a radiology trade show–all hardware. Yet a closer look indicated that the hardware–the PCs, tablets and smartphones–was there to show software that integrated: systems to track patients, distribute information, workflows, store and forward images and reports. It was about enabling secure consults, platforms, interoperability, two-way data flows, mitigating readmissions and putting telehealth, telemedicine and education into provider and patient hands. It was also about making the business case. It was most definitely NOT about gadgets and single purpose peripherals, though the latter were still quite visible. The old picture of telehealth closed systems, of proprietary monitoring devices feeding data onto a proprietary PC platform where it’s seen by a care manager, is so 2011.

Noteworthy: the growth in specialized services like telepsychiatry, teleneurology, teleradiology and teledermatology. Contrast: despite VGo‘s ubiquitous telepresence robots accosting you on the floor, a tablet-faced robot following a nurse down the hospital hall and ‘consulting’ with patients will likely still be a rarity.

Patient engagement on top

Traditional telehealth device makers are connecting their devices and opening up their reporting platforms to be accessible to patients. But there are bumps along the way in this transition. A&D Medical has gone ‘Wellness Connected’ with a mobile app (more…)