Multimodal machine learning in healthcare aids patient consults

Techtarget | May 15, 2019

Louis-Philippe Morency is on a mission to build technology that can better understand human behavior in face-to-face communication.By using specialized cameras and a kind of artificial intelligence called multimodal machine learning in healthcare settings, Morency, associate professor at Carnegie Mellon University (CMU) in Pittsburgh, is training algorithms to analyze the three Vs of communication: verbal or words, vocal or tone and visual or body posture and facial expressions.

Spotlight

Artificial Intelligence (AI) is a computer science that specialized in creating computer systems with human-like intelligence.  Intelligence is exhibited by thinking, making decisions, solving problems and more importantly by learning. Not long ago, the concept of building an intelligent machine was considered science fiction, something taken out of sci-fi movies. But with the technology and computer science rapidly developing, we see AI machines impacting almost every aspect of lives.


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MEDICAL DEVICES

Asep Medical Holdings Inc. Announces Grant of Stock Options

ASEP Medical Holdings Inc | November 25, 2022

Asep Medical Holdings Inc. is pleased to announce that, for recruitment, incentivization, and retention purposes, it has granted to certain officers and advisors an aggregate of 1,080,000 stock options to purchase up to 1,080,000 common shares of the Company of which 200,000 are exercisable at a price of $0.30 per Share until September 29, 2032, 200,000 are exercisable at a price of $0.30 per share until October 1, 2032, and 680,000 are exercisable at a price of $0.30 per share until November 24, 2032. ABOUT ASEP MEDICAL HOLDINGS INC Asep Inc. is dedicated to addressing antibiotic failure by developing novel solutions for significant unmet medical needs. The Company is a consolidation of two existing private companies that are both in the advanced development of both proprietary diagnostic tools, enabling the early and timely identification of severe sepsis as well as broad-spectrum therapeutic agents to address multidrug-resistant biofilm infections. Sepset Biosciences Inc. is developing a diagnostic technology that involves a patient gene expression signature that predicts severe sepsis, one of the significant diseases leading to antibiotic failure since antibiotics are the primary treatment for sepsis. Despite this, sepsis is responsible for nearly 20% of all deaths on the planet. The semester test is a blood-based gene expression assay that is straightforward to implement, and results are obtained in about an hour in the emergency room or intensive care unit. This proprietary diagnostic technology differs from current diagnostic tests in enabling diagnosis of severe sepsis within 1-2 hours of first clinical presentation while other diagnostics only provide diagnosis after 24-36 hours. Asep Inc. believes this will enable critical early decisions to be made by physicians regarding appropriate therapies and reduce overall morbidity and mortality due to sepsis. ABT Innovations Inc.'s peptide technology covers a broad range of therapeutic applications, including bacterial biofilm infections anti-inflammatories, anti-infective immune modulators, and vaccine adjuvants.

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FUTURE OF HEALTHCARE

Radius XR™ Named as the CES 2023 Innovation Award Honoree for Wearable Device That Combines Therapy and Diagnostic Capabilities

Radius XR | November 17, 2022

Today at the CES Unveiled New York event, Radius XR™, a new fashion-forward wearable healthcare technology brand, was named a CES® 2023 Innovation Awards Honoree in both the Digital Health and Virtual & Augmented Reality categories. Radius was selected from among a record number of submissions to this year’s CES Innovation Awards program. The announcement was made ahead of CES 2023, the influential technology event, happening Jan. 5-8 in Las Vegas, NV. Radius XR builds on the therapeutic legacy of IrisVision, a leader in digital vision technologies and itself a 2019 CES Innovation Winner. The Radius proprietary XR assistive device brings together—for the first time—multimodal diagnostics, practice management, and patient engagement. “This is a tremendous honor for our new company. It follows on the success of our IrisVision visual assistive device, which has provided a life-changing solution for thousands of individuals living with legal blindness and low-vision conditions. Radius expands on our commitment to vision health by providing the eyecare industry with an easy-to-use wearable device capable of performing standard perimetry tests. Other exams include color vision, visual acuity, contrast sensitivity—a comprehensive suite of standard vision tests. Development of additional exams is ongoing.” Radius founder and CEO Ammad Khan Radius enables patients to quickly and easily conduct vision tests with minimal guidance or intervention by the staff. The device’s RadiusExam® software and proprietary algorithms provide diagnostic testing results equivalent to current exam gold standards. “By designing our own hardware and software, we’re able to overcome many of the challenges inherent in the off-the-shelf headsets already on the market. Matching visual field strategies, background luminance, stimulus size and dynamic range allows us to mirror the current standards, making it easy and intuitive for clinicians to transition to Radius,” said John Trefethen, Radius Chief Marketing Officer. In addition, the included Business Suite helps clinicians manage everyday aspects critical to their practice's ongoing success. Features like patient education, staff training and clinician onboarding are now possible inline with the Radius platform. Radius is the industry’s lightest wearable device and has the look and feel of a pair of stylish sunglasses. The compact, lightweight design overcomes the challenges of expensive and bulky legacy devices that force patients to sit in uncomfortable positions for testing. With Radius, exams can be conducted anywhere, even in the waiting room, eliminating the need to shuttle patients between machines, which can be challenging for individuals with mobility or vision issues. The CES Innovation Awards program, owned and produced by the Consumer Technology Association (CTA)®, is an annual competition honoring outstanding design and engineering in 27 consumer technology product categories. Those with the highest rating receive the “Best of Innovation” distinction. An elite panel of industry expert judges, including members of the media, designers, engineers and more, reviewed submissions based on innovation, engineering and functionality, aesthetics, and design. The CES 2023 Innovation Awards honorees, including product descriptions and photos, can be found at CES.tech/innovation. Radius will be on display at the Innovation Awards Showcase at CES 2023 in Las Vegas in January. About Radius XR The Radius XR platform is a portable vision diagnostic and patient engagement system that combines medical-grade diagnostics, business management, and patient education tools in a single wearable XR device. The RadiusExam® and proprietary algorithms provide diagnostic testing results equivalent to current exam gold standards, with the clinical science validated by Deming regression. As the algorithm presents stimuli to patients, it adapts to responses to maximize the algorithm's speed. The total hardware and software system helps medical professionals diagnose patients with accuracy, grow their eyecare practices, enhance patient engagement, and reduce staff workload by enabling patients to perform self-guided vision exams with minimal supervision.

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DIGITAL HEALTHCARE, MEDICAL DEVICES

Sharps Technology Begins Manufacturing at its Hungary Facility for the Company's Innovative Syringe Products

Sharps Technology Inc | December 21, 2022

Sharps Technology, Inc. an innovative medical device and drug delivery Company offering patented, best-in-class syringe products, announces they have commenced manufacturing of their much-needed ultra-low waste smart safety syringe products in their European operation in Hungary. The plant has been producing products and will begin shipments to support the distribution and sales agreement with Nephron Pharmaceuticals by the end of the year, and customer agreements in Europe in early 2023. The production of these specialty syringe products will ramp up over the next several months to increase supply. Sharps innovative syringe designs provide a beneficial set of features and advantages for the healthcare industry. These syringe product features include a combination of ultra-low waste, passive and active safety, and reuse prevention. By combining all these features and building them into a portfolio of syringe offerings, it will create product platforms that can help drive down the cost of healthcare treatments. “This is a transformative point for our company as we move from a pre-revenue research & development start-up to a true manufacturing company that should generate revenue in the first half of 2023. Today’s healthcare providers are responsible for managing their supply chains and driving down their total cost of ownership (TCO) for medical treatments. Sharps Technology will be able to offer products that can directly support those programs. At Sharps Technology, we feel that by using better drug delivery technology, we can help create additional medical treatments at no additional cost for patients that need them." Robert Hayes, Sharps Technology CEO "We look forward to a bright future at Sharps Technology," concluded Mr. Hayes. "The recently signed distribution agreement with Nephron Pharmaceuticals accelerates the sales plan for our innovative syringe products that are currently being produced in the Sharps plant in Hungary. The ability to pull forward our sales plan for customers in the US will create a unique opportunity for early revenue at Sharps. We expect to have our first products available for sale in the US by the end of January 2023, with additional products to be added to the distribution network by mid-year of 2023." When healthcare providers use ultra-low waste syringes with multi-dose vials, it allows for the availability of up to 20% to 40% more medication for patients that need the treatment. This medication availability is created by using more efficient syringes designated as low-waste and ultra-low waste products, and not trapping medication within the syringe after the dose is given. The use of standard syringes that are not designated as low waste or ultra-low waste products typically creates a dead space area within the syringe where excess medication is trapped and cannot be used. This dead space then causes the healthcare provider to throw away the unused medication. The trapped medication in the dead space of a standard syringe can waste as much as 100 microliters of medication or more. The Pharmaceutical companies that fill their medication into vials understand this and must then overfill the vial with drug therapy to compensate for the problem. As the costs for medication and medical treatments rise, the discarded medication can cost the industry millions of dollars, or more, globally. The purchase of the European facility was finalized in the summer of 2022 and Sharps has invested in infrastructure and equipment upgrades to prepare the plant for a full manufacturing schedule. Syringe products produced by Sharps comply with all applicable FDA and ISO requirements and have been awarded the European Union’s CE Mark. The Sharps Hungary team, led by General Manager Filippo Filippi, brings together a dedicated and knowledgeable manufacturing force, with more than 20 years of experience in supplying the world with high quality, innovative syringe products. Prior to the GM position, Filippi’s career spanned years of building, managing, and supporting multiple manufacturing sites across Europe, Asia, and Africa. The Hungary plant is vertically integrated in that it has the capability to manufacture the syringe components by injection molding, assemble the devices on automated lines or by manual assembly if required, and to sterilize the products on-site through the Ethylene Oxide sterilization process. This last stage of the syringe manufacturing process is unique in the industry and gives Sharps an advantage in supporting shortened lead times as compared to the common need to utilize a third-party for sterilization. The plant has manufacturing capacity to supply more than 50 million units today and the facility could be expanded to produce 250 million units or more over the next couple of years. About Sharps Technology Sharps Technology is a medical device and pharmaceutical packaging company specializing in the development and manufacturing of innovative drug delivery systems. The company’s product lines focus on low waste and ultra-low waste syringe technologies that incorporate both passive and active safety features. These features protect front line healthcare workers from life-threatening needle stick injuries and protect the public from needle re-use. Sharps Technology has extensive expertise in specialized prefilled syringe systems and ready to use processing. The company has a manufacturing facility in Hungary and has partnered with Nephron Pharmaceuticals to expand its manufacturing capacity in the US..

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DIGITAL HEALTHCARE, MEDICAL DEVICES

mPulse Expands Streaming Engagement Capabilities for Consumer-Focused Digital Health Content

mPulse Mobile, | December 16, 2022

mPulse Mobile, a leader in conversational AI and digital engagement solutions for the healthcare industry, announced the launch of new content capabilities and streaming courses that address health literacy barriers in a consumer-friendly format. Several solution advances continue mPulse’s focus on integrating streaming content into digital health engagement strategies, creating an industry-leading combination of conversational AI that drives two-way SMS messaging campaigns and powerful health streaming content to engage, delight, and move consumers to adopt healthy behaviors. “Stories” Video Format mPulse launched the stories video format to deliver more impactful content experiences in consumer-focused outreach programs. The format adapts video “stories” commonly seen in social media platforms like TikTok and Instagram Reels to deliver captivating content on important healthcare topics. mPulse’s Health Activation Platform tailors the stories content to the individual to address important engagement challenges such as medication adherence, gaps in care, and health plan navigation. “These new video capabilities are proof that mPulse Mobile continues to pioneer category-defining member engagement technology. Our highly tailored, consumer focused content is a powerful tool that creates culturally sensitive digital experiences to address health disparities, encourage healthy behaviors, and drive member outcomes. The stories format allows us to be more impactful when consumers engage, and our initial results show they have a significant impact on program goals.” Bob Farrell, CEO of mPulse Mobile The format drives increased engagement and improved health outcomes among targeted populations. mPulse deployed the stories format in a diabetes eye-screening outreach program. The program included 200,000 Medicare Advantage members, with a subset of 100,000 members receiving the streaming content, delivered in a stories format. This cohort showed a 274% higher Call to Action completion rate than members who did not receive the stories-formatted content. Leveraging conversational outreach, consumers are prompted on the issues that might be preventing them from completing a given action. When they respond via text to identify a barrier, tailored streaming content is delivered instantly and in real-time via an embedded link to address the barrier. New Health Educational Courses mPulse has also launched new streaming health courses that address key health issues and improve health literacy in a consumer-friendly digital format. Produced with proven learning techniques and behavioral science, these courses allow healthcare organizations to extend the digital experience from initial outreach to deep, relationship-building experiences. “Our product strategy aims to offer the most effective technology at delivering health engagement, and core to mPulse’s value is meaningful digital content, which elevates engagement experiences to a new level,” said Sanjeev Sawai, Chief Product and Technology Officer at mPulse Mobile. “Members are in need of better educational content that they find engaging and worth their time. We use short, captivating content to get members' attention and motivate them to act in healthy ways - ways that help them build their health literacy, prevent diseases, manage conditions, and foster wellbeing. Our approach offers innovative frictionless ways to encourage members to engage deeply in their own health and healthcare.” About mPulse Mobile mPulse Mobile is reimagining health engagement to inspire healthier lives and deeper relationships between healthcare organizations and their consumers. A leading healthcare Conversational AI platform combines with award-winning health education for the streaming age to deliver tailored digital health engagement that nurtures, educates, and activates healthcare consumers. With more than a decade of experience, 150+ healthcare customers and 1 billion conversations annually, mPulse Mobile has the data, the expertise, and the solutions to drive healthy behavior change.

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Spotlight

Artificial Intelligence (AI) is a computer science that specialized in creating computer systems with human-like intelligence.  Intelligence is exhibited by thinking, making decisions, solving problems and more importantly by learning. Not long ago, the concept of building an intelligent machine was considered science fiction, something taken out of sci-fi movies. But with the technology and computer science rapidly developing, we see AI machines impacting almost every aspect of lives.

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