Easing the lives of Mental Health Patients via Artificial Intelligence – Analytics Insight
There are a plethora of AI initiatives in progress across thehealthcareindustry. From drug discovery to thermal scans, AI has transformed this sector significantly over the past decade. While we know AIs contributions to physical healthcare, AI is also easing mental health concerns too. According to the Substance Abuse and Mental Health Service Administration (SAMHSA)s 2016 reporton drug use and health, only 63% of adults identified as having had at least onemajor depressive episodereported receiving any kind of treatment.
In the US alone, one in five adultssuffersfrom a form of mental illness. Suicide rates are at an all-time high, 115 peopledie daily from substance abuse, and one in eight Americans over 12 years oldtake an antidepressantevery day. The economic burden of depression alone isestimatedto be a minimum of US$210 billion annually, which includes costs due to increased absenteeism and reduced productivity in the workplace. The situation is grim in other regions as well. For instance, in Europe, 83 million people are struggling with mental health. Other than this, people also have to endure stigma, lack of mental health professionals and high costs of counselling sessions too.
Currently, during the world pandemic crisis, even the COVID-19 has been tangibly affecting millions of people in terms of their mental peace. Rates of depression and panic attacks are much higher than normal.Isolation due to social distancing has triggered sleep deprivation, social anxiety, and reduced happiness while also causing people to worry about their jobs. As per a report, 70% of people have had more stress and anxiety at work this year than any other previous year. This increased stress and anxiety have negatively impacted the mental health of 78% of the global workforce, causing more stress (38%), a lack of work-life balance (35%), burnout (25%), depression due to lack of socialization (25%), and loneliness (14%). A recent report by Deloittesuggests COVID-19s impact on mental health could last for years
While, AI is proving to be an effective way for clinicians to both make the best of the time they do have with patients, and bridge any gaps in access, it has also helped in early prediction and diagnosis of the diseases too. So, incorporating AI to address mental health issues can achieve similar promising results. For starters, this can be done by employing AI into digital interventions, like web andsmartphoneapps, to enhance user experience and optimize personalized mental health care. One can analyze modern streams of abundant data as a means to develop prediction or detection models for mental health conditions. E.g. Quartet Health, has reduced hospitalization of patients by 15-25% by screening patient medical histories and behavioral patterns to uncover undiagnosed mental health problems.
Vanderbilt University Medical Center in Nashville has created a machine learning algorithm that uses hospital admissions data, including age, gender, zip code, medication, and diagnostic history, to predict the likelihood of any given individual taking their own life.Scientists are experimenting with linear classifiers of Natural Language Processing (NLP) to risk assessment in possible PTSD cases.
Also, while AI would not replace existing therapists and psychiatrists, it surely provides a medium where people can talk about their struggles without the fear of being judges or facing stigma. Further, AIcan help doctors and therapists increase emotional awareness for their patients, such as in expressing empathy. Research has also proved that AI helped employees improvetheir mental health at work.
Next, we have emotional AI-powered chatbots (like Wysa, Woebot) that can provide unprecedented accessibility by being available 24/7 at little to no cost. These apps collect data that allow them to create a level of therapeutic rapport with users and offer relevant responses. Mood tracking apps like Woebot, which is created by a team of Stanford psychologists and AI experts, uses brief daily chat conversations, mood tracking, curated videos, and word games to help people manage mental health. This is faster and comfortable than traditional practice in mental health where professionals rely on the individual to observe and self-report indicative changes. E.g. IBMs Computational Psychiatry and Neuroimaging group, alongside several universities, have built a model using NLP to predict the onset of psychosis in patients. This model can detect differences in speech patterns between high-risk patients who develop psychosis and those who did not. At present, a team of scientists at Dublin, Ireland-based startup Behavidence is currently preparing to launch an effective digital phenotyping solution that can provide an accurate psychiatric diagnosis for ADHD.
Mental health will likely remain a major challenge in todays world due to various reasons. Although AI for mental health still needs to deal with many complexities, its applications and tools are doing an appreciable job in alleviating this issue for many. Soon it will be well equipped to mitigate and manage the stress, depression and trauma, things which are living hell for many.
See original here:
Easing the lives of Mental Health Patients via Artificial Intelligence - Analytics Insight
- Perspectives in Artificial Intelligence: Creating jobs, not replacing them - Marquette Today - November 23rd, 2024 [November 23rd, 2024]
- Top 3 Artificial Intelligence (AI) Coins of the Third Week of November 2024 - BeInCrypto - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention To The Development Of Artificial Intelligence - Barchart - November 23rd, 2024 [November 23rd, 2024]
- How To Elevate Irrigation With Artificial Intelligence - The Scoop - - November 23rd, 2024 [November 23rd, 2024]
- 32.4% of Warren Buffett's $292 Billion Portfolio Is Invested in 4 Artificial Intelligence (AI) Stocks - Yahoo Finance - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention to the Development of Artificial Intelligence - Yahoo Finance - November 23rd, 2024 [November 23rd, 2024]
- Billionaire Israel Englander Is Selling Nvidia and Buying These Other Artificial Intelligence (AI) Stocks Instead - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- Here Are My Top Artificial Intelligence (AI) Stocks to Buy Right Now (Hint: Not Nvidia) - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- [Webinar] The Shifting E-Discovery Landscape From Artificial Intelligence to Antitrust, What the Trends Indicate About How to Prepare for 2025 -... - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention to the Development of Artificial Intelligence - WV News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence and the Future of Work - American Enterprise Institute - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence News for the Week of November 22; Updates from IBM, Microsoft, NVIDIA & More - Solutions Review - November 23rd, 2024 [November 23rd, 2024]
- $159 Billion Artificial Intelligence in Robotics Global - GlobeNewswire - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence Can Improve Access to Justice, But the Legal Profession Has a Role to Play - The Federalist Society - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence for IT Operations Platform Market Transforming IT Efficiency with Next-Gen AI Solutions - openPR - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence of Things Market Merging AI and IoT for Intelligent Automation - openPR - November 23rd, 2024 [November 23rd, 2024]
- Prediction: This Artificial Intelligence (AI) Stock Is Going to Soar Higher After Nov. 26 - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- The very real constraints on artificial intelligence in 2025 - The Economist - November 23rd, 2024 [November 23rd, 2024]
- How Artificial Intelligence (AI) Influence on Nuclear Energy Industry is Providing Lucrative Opportunity - GlobeNewswire - November 23rd, 2024 [November 23rd, 2024]
- COVAR to explore ethical use of artificial intelligence (AI) and machine autonomy in military applications - Military & Aerospace Electronics - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Could Become a Game Changer for This Company. Should You Buy Its Stock Right Now? - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- AI Fatigue: Why the Buzz Around Artificial Intelligence Feels Like A Broken Record - Tech Business News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence Has Entered the Nuclear Industry and Its Early Benefits Are Just the Tip of the Iceberg - POWER magazine - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Is Set to Drive Sizzling Growth in This Market: Here's 1 Stock That Could Win Big From This Emerging Opportunity - The... - November 23rd, 2024 [November 23rd, 2024]
- Founder of artificial intelligence company used by schools in Los Angeles, NYC, Atlanta is arrested - ABC News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Could Become a Game Changer for This Company. Should You Buy Its Stock Right Now? - Yahoo! Voices - November 23rd, 2024 [November 23rd, 2024]
- The Microsoft vision of artificial intelligence in Latin America - BNamericas English - November 23rd, 2024 [November 23rd, 2024]
- Billionaires Are Buying This 1 Top Artificial Intelligence (AI) Stock. Should You Follow Suit? - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- Computers unleashed economic growth. Will artificial intelligence? - The Economist - November 21st, 2024 [November 21st, 2024]
- Leveraging artificial intelligence to tackle climate change - Brookings Institution - November 21st, 2024 [November 21st, 2024]
- Understanding Artificial Intelligence in Tax and Customs Administration - International Monetary Fund - November 21st, 2024 [November 21st, 2024]
- SAU Professor Expands Knowledge of how to Build more inclusive Artificial Intelligence Community - Saint Augustine's University - November 21st, 2024 [November 21st, 2024]
- Using artificial intelligence to personalize infection treatment and address antimicrobial resistance - Medical Xpress - November 21st, 2024 [November 21st, 2024]
- Omdia Features Chetu in Its "On the Radar" Report, Highlighting Its Innovative Artificial Intelligence Solutions - Business Wire - November 21st, 2024 [November 21st, 2024]
- Jeff Dunham Artificial Intelligence tour at the Giant Center: Where to buy tickets - PennLive - November 21st, 2024 [November 21st, 2024]
- Webinar on Artificial Intelligence (AI) in Vaccine Research & Development - World Health Organization - November 21st, 2024 [November 21st, 2024]
- Aclara Secures Funding from Corfo's Innovation High-Tech Program for Artificial Intelligence Project - AccessWire - November 21st, 2024 [November 21st, 2024]
- Artificial Intelligence Is Putting Ever-Increasing Demands on Our Resources - NUVO Magazine - November 21st, 2024 [November 21st, 2024]
- Ajax IndoorCam: wireless IP camera with built-in artificial intelligence and security functions - gagadget.com - November 21st, 2024 [November 21st, 2024]
- Why the Next Big Artificial Intelligence (AI) Play Could be in the Nuclear Power Industry - GlobeNewswire - November 21st, 2024 [November 21st, 2024]
- Even mom-and-pops are investing in artificial intelligence - Restaurant Business Online - November 21st, 2024 [November 21st, 2024]
- Addressing The Future of Artificial Intelligence in Union Operations, on State of Affairs - ROI-NJ.com - November 21st, 2024 [November 21st, 2024]
- Virtus Artificial Intelligence & Technology Opportunities Fund Announces Distributions and Discloses Sources of Distribution Section 19(a) Notice... - November 21st, 2024 [November 21st, 2024]
- Artificial intelligence in UK financial services - 2024 - Bank of England - November 21st, 2024 [November 21st, 2024]
- A Once-in-a-Decade Investment Opportunity: 1 Little-Known Vanguard Index Fund to Buy for the Artificial Intelligence (AI) Boom - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - Yahoo Finance - November 21st, 2024 [November 21st, 2024]
- Leveraging Biological Principles and Artificial Intelligence to Transform Customer Interactions - USA TODAY - November 21st, 2024 [November 21st, 2024]
- Artificial Intelligence To Reverse Mass Insect Extinction - WION - November 21st, 2024 [November 21st, 2024]
- Join us for an exclusive panel event on artificial intelligence - The Independent - November 21st, 2024 [November 21st, 2024]
- How artificial intelligence helped country music icon Randy Travis get back his renowned singing voice - MSN - November 21st, 2024 [November 21st, 2024]
- The Silent Predator: Protecting Children in the Age of Generative Artificial Intelligence - JURIST - November 21st, 2024 [November 21st, 2024]
- Is It Finally Time to Buy This Beaten-Down Artificial Intelligence (AI) Stock? - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- War and Peace in the Age of Artificial Intelligence - Foreign Affairs Magazine - November 19th, 2024 [November 19th, 2024]
- These Artificial Intelligence (AI) Stocks Have Soared Since Trump Won the Election, but Should You Buy? - Yahoo Finance - November 19th, 2024 [November 19th, 2024]
- 'Genesis' looks at the future of artificial intelligence - MSNBC - November 19th, 2024 [November 19th, 2024]
- The Artificial Intelligence (AI) Boom Isn't Over. 3 AI Stocks to Buy Right Now. - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- 1 Soaring Artificial Intelligence (AI) Stock to Buy and Hold for 10 Years (Hint: It's Not Nvidia) - Yahoo Finance - November 19th, 2024 [November 19th, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - Yahoo! Voices - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence, international security, and the risk of war - Brookings Institution - November 19th, 2024 [November 19th, 2024]
- The role of artificial intelligence in cyber resilience - Security Magazine - November 19th, 2024 [November 19th, 2024]
- Artificial Intelligence and the health workforce - OECD - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence is in your future - Huntsville Item - November 19th, 2024 [November 19th, 2024]
- Nvidia Just Invested in This Small Artificial Intelligence Company -- Should You Be Next? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- Billionaire Stanley Druckenmiller Just Sold All of His Nvidia Shares and Bought This Rapidly Growing Artificial Intelligence Stock-Split Stock -... - November 19th, 2024 [November 19th, 2024]
- Nvidia Just Invested in This Small Artificial Intelligence Company -- Should You Be Next? - Nasdaq - November 19th, 2024 [November 19th, 2024]
- Billionaire Philippe Laffont Sold 80% of Coatue's Stake in Nvidia and Is Piling Into This Historically Cheap Artificial Intelligence (AI) Stock... - November 19th, 2024 [November 19th, 2024]
- These Artificial Intelligence (AI) Stocks Have Soared Since Trump Won the Election, but Should You Buy? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- Artificial Intelligence and Relationships: 1 in 4 Young Adults Believe AI Partners Could Replace Real-life Romance - Institute for Family Studies - November 19th, 2024 [November 19th, 2024]
- AI-Fi, the Heart of Decentralised Finance and Artificial Intelligence - Finance Magnates - November 19th, 2024 [November 19th, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - sharewise.com - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence (AI) and cryptocurrency: Revolutionizing the future of finance and technology - Dataconomy - November 19th, 2024 [November 19th, 2024]
- Assessing potential future artificial intelligence risks, benefits and policy imperatives - OECD - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence can be used to predict river discharge and warn of potential flooding, new Concordia study shows - Concordia University News - November 19th, 2024 [November 19th, 2024]
- UFC enters into groundbreaking Artificial Intelligence (AI) partnership with IBM: Here's everything you need to know - Sportskeeda - November 19th, 2024 [November 19th, 2024]
- Navigating the Future: The Telecom Artificial Intelligence Software, Hardware, and Services Market Outlook - openPR - November 19th, 2024 [November 19th, 2024]
- 2 Artificial Intelligence (AI) Stocks to Buy on the Dip - Yahoo! Voices - November 19th, 2024 [November 19th, 2024]
- This Magnificent Artificial Intelligence (AI) Stock Has Crushed Nvidia in the Past Year. Can It Continue to Skyrocket in 2025? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- The Impact of Artificial Intelligence on the 2024 Election - Government Technology - November 16th, 2024 [November 16th, 2024]
- AI researcher Gary Marcus: The future of artificial intelligence is darker with Trump in the White House - EL PAS USA - November 16th, 2024 [November 16th, 2024]
- Artificial Intelligence Conference Examines Impacts on Health care, Research, Education - UAMS News - November 16th, 2024 [November 16th, 2024]