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Google I/O 2018, Day 2 Highlights: AI for Healthcare Sector

The second day of the Google I/O 18 consisted of several talks including AI and ML in healthcare sector, Web Assembly, Polymer, Chrome Dev Tools, Flutter. Let’s dive in to know what’s new and the improvements that have been made to the web!

Artificial Intelligence(AI):

 

Google’s AI to Improve Healthcare

We all have unfortunately, heard a doctor express with utmost despair that they could have done better if the patient could have been brought to medical attention a little early-on. Google thinks it can solve this problem for mankind. Last year at Google I/O, Sundar Pichai demonstrated the advanced computing powers of Google named Tensor Processing Units (TPU) which now has been working with eye hospitals to help doctors use Deep Learning, a machine learning module to screen Diabetic Retinopathy in a better way. 

Google’s AI analyses about 100,000 data points per patient, something humans can’t do, to determine if their health is likely to deteriorate in near future and if they may need readmission. The current level of accuracy in prediction by Google’s AI is better than traditional methods by 10%; the aim is to empower doctors by nearly 48 to 24 hours in advance before a patient falls sick again. 

Google focuses to make healthcare better by helping doctors be more efficient and for patients to get better quality of healthcare, in Google I/O 2018 this is only a beginning of human and machine working together.

Do It Yourself Artificial Intelligence

Google introduced the AIY Kits: a series of open source projects that include hardware and software tools, showcasing on-device artificial intelligence. With AIY Kits, users can use artificial intelligence to make human-to-machine interaction more like human-to-human interactions.

The first open source project is the Voice Kit. The speech recognition ability in this kit allows you to add voice recognition to assistive robots, talk to control devices such as light bulbs and replace physical buttons on household appliances and consumer electronics.

For Developers:

1. Chrome DevTools

There is a new shortcut, Ctrl + F that will pull up a new search sidebar in the Network pane of Chrome DevTools. With this search sidebar, you can search through headers and their values. You need to make sure Site Isolation for Chrome is enabled by heading to chrome://flags#enable-site-per-process and activating it.

  • Performance IsolationThe Performance panel has been improved to provide flame charts for every process.
  • Certificate Transparency The Security panel now provides the ability to show the certificate transparency information of a secure website.
  • Sources Panel The Sources Panel has a Network tab. The Network tab is now called the Page tab.

2. Web Performance

Google analyzes a lot of sites and has learned over time how to make them extremely fast. The Web Performance made easy talk by Eva and Addy Osmani showed how to fix common web performance bottlenecks and take advantage of the latest browser APIs to improve loading experience.

  • New Lighthouse Web Performance Audits
  • Optimizing Caching Strategies – Cache as many resources as possible efficiently.
  • Remove unnecessary bytes and don’t send things twice – Optimize Caching strategies. Cache as many resources as possible.
  • Remove unused JavaScript and CSS from the Critical Path.
  • Eliminate unnecessary downloads.
  • Don’t serve un-optimized or unnecessary images to your users.
  • Help browsers deliver critical resources.
  • Have a Web Font Loading Strategy.

Google announced a new experimental browser feature called Priority Hints. It allows you to specify the importance of a resource. The browser loads the resources with high importance first before the others.

3. Web Assembly

Google is working really hard to allow developers import web assembly modules into their JavaScript apps and have Chrome render it effectively. With Web Assembly, software like AutoCAD and Complex3 have created complex but fast UI web experiences.

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Embracing the Digital Frontier: Transforming the Patient Journey in Pharma

In the realm of pharmaceuticals, the digital revolution is not just a buzzword; it’s a seismic shift reshaping the landscape of patient care. From discovery to delivery, digital technologies are revolutionizing every facet of the pharmaceutical industry. One of the most profound impacts is evident in the patient journey. Today’s Patients are more informed, engaged, and empowered than ever, thanks to the proliferation of digital tools and platforms. In this comprehensive exploration, we will delve into the multifaceted ways digital is redefining the patient journey in pharmaceuticals.

According to a report by Accenture on the rise of digital health, these are the key challenges to overcome:

  • 99% of respondents indicated that the development and commercialization of Digital Health solutions has accelerated in the past two years. As part of this, companies require various new and strengthened capabilities to execute their visions. 
  • Patients and health professionals need to trust that the data collected is accurate, safe, and secure for them to feel comfortable using it. 
  • Fragmented data or lack of access to data has been a barrier to development. An overarching guideline on data privacy is needed.

Leveraging Digital Solutions for Accessible Drug Delivery

In the pharmaceutical industry, the journey of medication from production facilities to patients’ hands is evolving with the integration of digital solutions. These technologies not only streamline logistics but also ensure that medications reach even the most remote and underserved areas. Let’s delve into how digital innovations are transforming drug delivery and backend channels in the pharmaceutical industry.

Digital Backend Channels and Supply Chain Management:

Pharmaceutical firms leverage digital tech for efficient backend operations. Software like SAP Integrated Business Planning and Oracle SCM Cloud enable real-time tracking, inventory management, and demand forecasting. With AI and analytics, companies adapt to market changes swiftly, ensuring timely medication delivery and optimized supply chain logistics.

Innovative Digital Drug Delivery Technologies:

  1. Controlled Monitoring Systems: Digital temperature monitoring systems provide digital temperature monitoring solutions using IoT sensors and cloud platforms, safeguarding temperature-sensitive medications during transit, ensuring compliance with regulatory standards, and minimizing product spoilage risk.
  1. Last-Mile Delivery Platforms: Zipline and Nimblr.ai, along with LogiNext, employ digital last-mile delivery solutions, using drones and AI-powered logistics to transport vital medical supplies efficiently to remote regions, improving accessibility for underserved communities.
  1. Telemedicine Integration with Prescription: Integrated telemedicine and prescription platforms, like Connect2Clinic, are rapidly growing in response to COVID-19. With telehealth claims at 38 times pre-pandemic levels, the industry is projected to hit $82 billion by 2028, with a 16.5% annual growth rate. Mantra Labs partnered with Connect2Clinic, enabling seamless coordination between healthcare providers, pharmacies, and patients. This facilitates virtual consultations and electronic prescribing, benefiting remote patients with medical advice and prescriptions without in-person visits. These platforms enhance healthcare access, medication adherence, and patient engagement through personalized care plans and reminders.
  1. Community Health Worker Apps: CommCare and mHealth empower community health workers with digital tools for medication distribution, education, and patient monitoring. Customizable modules enable tracking inventories, health assessments, and targeted interventions, extending pharmaceutical reach to remote communities, and ensuring essential medications reach those in need.

Through the strategic deployment of digital solutions in drug delivery and backend channels, pharmaceutical companies are overcoming barriers to access and revolutionizing healthcare delivery worldwide. By embracing innovation and collaboration, they are not only improving patient outcomes but also advancing toward a more equitable and inclusive healthcare system.

Personalized Medicine:

Wearable devices and mobile apps enable personalized medicine by collecting real-time health data and tailoring treatment plans to individual needs. For example, fitness trackers monitor activity and vital signs, customizing exercise and medication. Personalized medicine optimizes efficacy, minimizes adverse effects, and enhances patient satisfaction by leveraging patient-specific data.

Enhanced Patient Engagement:

Pharmaceutical firms utilize digital platforms for patient engagement, fostering support and education during treatment. Through social media, mobile apps, and online communities, patients connect, access resources, and receive professional support. Two-way communication enhances collaboration and decision-making, boosting treatment adherence, health outcomes, and consumer loyalty. Click here to know more.

Data-Driven Insights:

The abundance of healthcare data offers pharma companies unique opportunities to understand patient behavior and treatment patterns. By leveraging big data analytics and artificial intelligence, they extract actionable insights from various sources like electronic health records and clinical trials. These insights inform targeted marketing, product development, and patient support programs. However, ensuring data privacy and security is crucial, requiring robust regulatory frameworks and transparent practices in the digital era.

Challenges and Considerations:

Maximizing the benefits of digital technologies requires addressing challenges like patient data privacy and equitable access to healthcare tech. Stringent safeguards are needed to protect confidentiality and trust, alongside efforts to bridge the digital divide. Regulatory frameworks must evolve to balance innovation with patient safety and security amidst rapid advancements in digital health.

Key Considerations for Pharma Companies in Embracing Digital Innovation:

  • Prioritize patient-centricity in digital initiatives, focusing on improving patient outcomes and experiences.
  • Invest in robust data privacy and security measures to build and maintain patient trust.
  • Foster collaboration and partnerships with technology companies and healthcare providers to drive innovation and scalability.
  • Leverage analytics and AI to derive actionable insights from healthcare data and inform decision-making processes.
  • Continuously monitor and adapt to regulatory requirements and industry standards to ensure compliance and mitigate risks.

Conclusion:

The digital revolution is not just a paradigm shift but a catalyst for transformation across the pharmaceutical industry. By embracing digital technologies, pharma companies can unlock new opportunities to enhance the patient journey, improve treatment outcomes, and drive sustainable growth. However, realizing the full potential of digital health requires collaboration, innovation, and a steadfast commitment to addressing the challenges and considerations inherent in this transformative journey. As we navigate the digital frontier, the future of patient care promises to be more connected, personalized, and empowering than ever before.

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