Artificial Intelligence (AI) is commonly known for its ability to have machines perform tasks that are associated with the human mind - like problem solving. However, what's less understood is how AI is being used within specific industries, such as healthcare.
The healthcare industry continues to evolve as machine learning and AI in technology become more popular in the digital age. Business Insider Intelligence reported that spending on AI in healthcare is projected to grow at an annualized 48% between 2017 and 2023.
Machine learning has the potential to provide data-driven clinical decision support (CDS) to physicians and hospital staff - paving the way for an increased revenue potential. Machine learning, a subset of AI designed to identify patterns, uses algorithms and data to give automated insights to healthcare providers.
Business Insider Intelligence reported that researchers at the University of North Carolina Lineberger Comprehensive Cancer Center used IBM Watson's Genomic product to identify specific treatments for over 1,000 patients. The product performed big data analysis to determine treatment options for people with tumors who were showing genetic abnormalities.
Comparatively, Google's Cloud Healthcare application programming interface (API) includes CDS offerings and other AI solutions that help doctors make more informed clinical decisions regarding patients. AI used in Google Cloud takes data from users' electronic health records through machine learning - creating insights for healthcare providers to make better clinical decisions.
Google worked with the University of California, Stanford University, and the University of Chicago to generate an AI system that predicts the outcomes of hospital visits. This acts as a way to prevent readmissions and shorten the amount of time patients are kept in hospitals.
Integrating AI into the healthcare ecosystem allows for a multitude of benefits, including automating tasks and analyzing big patient data sets to deliver better healthcare faster, and at a lower cost.
According to Business Insider Intelligence, 30% of healthcare costs are associated with administrative tasks. AI can automate some of these tasks, like pre-authorizing insurance, following-up on unpaid bills, and maintaining records, to ease the workload of healthcare professionals and ultimately save them money.
Wearable healthcare technology also uses AI to better serve patients. Software that uses AI, like FitBits and smartwatches, can analyze data to alert users and their healthcare professionals on potential health issues and risks. Being able to assess one's own health through technology eases the workload of professionals and prevents unnecessary hospital visits or remissions.
As with all things AI, these healthcare technology advancements are based on data humans provide - meaning, there is a risk of data sets containing unconscious bias. Previous experiences have shown that there is potential for coder bias and bias in machine learning to affect AI findings. In the sensitive healthcare market, especially, it will be critical to establish new ethics rules to address - and prevent - bias around AI.
The use of AI in the healthcare market is growing due to the continued demand for wearable technology, digital medicine, and the industry's overall transformation into the modern, digital age.
Hospitals and healthcare professionals are seeing the benefits in using AI in technology and storing patients' data on private clouds, like the Google Cloud Platform. AI allows doctors and patients to more easily access health records and assess patient's health data that is recorded over a period of time via AI-infused technology.
Health tech companies, startups, and healthcare professionals are discovering new ways to incorporate AI into the healthcare market; and, the speed at which we improve the healthcare system through AI will only continue to accelerate as the industry dives deeper into digital health.
In the AI in Medical Diagnosis research report, Business Insider Intelligence examines the value of AI applications in three high-value areas of medical diagnosis - imaging, clinical decision support, and personalized medicine - to illustrate how the tech can drastically improve patient outcomes, lower costs, and increase productivity.
Want to learn more about the fast-moving world of digital health? Here's how to get access:
Featured Digital Health Articles:- Telehealth Industry: Benefits, Services & Examples- Value-Based Care Model: Pay-for-Performance Healthcare- Senior Care & Assisted Living Market Trends- Smart Medical Devices: Wearable Tech in Healthcare- AI in Healthcare
Read more from the original source:
AI and machine learning are changing our approach to medicine and the future of healthcare - Business Insider India
- 001 Jaenisch: Stem cells [Last Updated On: November 29th, 2011] [Originally Added On: November 29th, 2011]
- 002 2011 Summit: Stem Cells, Reprogramming and Personalized Medicine, Rudolf Jaenisch, MD - Video [Last Updated On: December 15th, 2011] [Originally Added On: December 15th, 2011]
- 003 Craig Venter: Understanding Our Genes - A Step to Personalized Medicine | CIRM Spotlight on Genomics - Video [Last Updated On: January 29th, 2012] [Originally Added On: January 29th, 2012]
- 004 'Personalized medicine' gets $67.5M research boost [Last Updated On: January 31st, 2012] [Originally Added On: January 31st, 2012]
- 005 Harper government invests in personalized medicine [Last Updated On: January 31st, 2012] [Originally Added On: January 31st, 2012]
- 006 Statement - Rx&D Applauds Government of Canada for Investing in Personalized Medicine [Last Updated On: February 1st, 2012] [Originally Added On: February 1st, 2012]
- 007 Study Identifies Cell Subtypes For Potential Personalized Cellular Therapies [Last Updated On: May 11th, 2012] [Originally Added On: May 11th, 2012]
- 008 New UConn Health Center Chief Looks Ahead [Last Updated On: May 29th, 2012] [Originally Added On: May 29th, 2012]
- 009 Personalized Medicine - A Global Market Overview [Last Updated On: August 17th, 2012] [Originally Added On: August 17th, 2012]
- 010 Research and Markets: Personalized Medicine - A Global Market Overview [Last Updated On: August 17th, 2012] [Originally Added On: August 17th, 2012]
- 011 Companion Diagnostics and Personalized Medicine Market Report 2012: Twease.org [Last Updated On: August 24th, 2012] [Originally Added On: August 24th, 2012]
- 012 Timothy J. Triche, MD PhD DBRM Retreat 2012 Genomics and Stem Cell Research - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- 013 Keynote Speaker: Daniel Kraft • Presented by SPEAK Inc. - Video [Last Updated On: November 8th, 2012] [Originally Added On: November 8th, 2012]
- 014 GNS Healthcare, Dana-Farber and Mount Sinai Collaborate to Build Computer Model of Multiple Myeloma [Last Updated On: November 9th, 2012] [Originally Added On: November 9th, 2012]
- 015 Nina Tandon: Could tissue engineering mean personalized medicine? - Video [Last Updated On: December 7th, 2012] [Originally Added On: December 7th, 2012]
- 016 Pastor Chui Adult Stem Cell Breakthroughs Continue - Video [Last Updated On: December 19th, 2012] [Originally Added On: December 19th, 2012]
- 017 Spotlight on Genomics: Understanding Our Genes - A Step to Personalized Medicine - Video [Last Updated On: June 2nd, 2013] [Originally Added On: June 2nd, 2013]
- 018 STEM CELLS Groundbreaking Discovery. The FUTURE of Personalized Medicine ? - Video [Last Updated On: February 2nd, 2014] [Originally Added On: February 2nd, 2014]
- 019 Personalized Medicine Bulletin Personalized Medicine ... [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 020 Personalized Medicine - Articles [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 021 Personalized Medicine [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 022 Personalized Medicine Coalition precision medicine [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 023 Personalized medicine and pharmacogenomics - Mayo Clinic [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 024 Personalized Medicine - Food and Drug Administration [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 025 Personalized Medicine - Information and Resources [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 026 Personalized Medicine and its Impact in the Clinic [Last Updated On: May 31st, 2015] [Originally Added On: May 31st, 2015]
- 027 The Koch Institute: Personalized Medicine - David ... [Last Updated On: May 31st, 2015] [Originally Added On: May 31st, 2015]
- 028 Personalized medicine could mean big business for D.C ... [Last Updated On: June 1st, 2015] [Originally Added On: June 1st, 2015]
- 029 How An Integrated Data Approach will Impact Personalized ... [Last Updated On: June 12th, 2015] [Originally Added On: June 12th, 2015]
- 030 Conquering Cancer: Personalized Medicine Is the Future ... [Last Updated On: June 20th, 2015] [Originally Added On: June 20th, 2015]
- 031 The Promise of Personalized Medicine - Vanderbilt Magazine [Last Updated On: June 27th, 2015] [Originally Added On: June 27th, 2015]
- 032 Personalized Medicine, Targeted Therapeutics and Companion ... [Last Updated On: June 28th, 2015] [Originally Added On: June 28th, 2015]
- 033 Pharmacogenomic Testing Services | Personalized Medicine ... [Last Updated On: August 1st, 2015] [Originally Added On: August 1st, 2015]
- 034 Personalized Medicine and Cancer Companion Diagnostics [Last Updated On: August 5th, 2015] [Originally Added On: August 5th, 2015]
- 035 Enthusiasm for personalized medicine is premature ... [Last Updated On: August 9th, 2015] [Originally Added On: August 9th, 2015]
- 036 Personalized Medicine Conferences | Europe | Worldwide ... [Last Updated On: September 5th, 2015] [Originally Added On: September 5th, 2015]
- 037 Personalized Medicine News -- ScienceDaily [Last Updated On: September 10th, 2015] [Originally Added On: September 10th, 2015]
- 038 Welcome to the Indiana Institute for Personalized Medicine [Last Updated On: October 7th, 2015] [Originally Added On: October 7th, 2015]
- 039 Personalized medicine - ScienceDaily [Last Updated On: October 9th, 2015] [Originally Added On: October 9th, 2015]
- 040 Center for Personalized Medicine | Roswell Park Cancer ... [Last Updated On: October 20th, 2015] [Originally Added On: October 20th, 2015]
- 041 Icahn School of Medicine at Mount Sinai - New York City ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 042 Clinical Pharmacology & Therapeutics - Wiley Online Library [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 043 Perelman School of Medicine at the University of Pennsylvania [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 044 Personalized medicine: The way forward? - Medical News Today [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 045 Medicine - Wikipedia, the free encyclopedia [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 046 University of Maryland School of Medicine [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 047 Personalized medicine - Bio-Medicine - latest biology and ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 048 Personalized Medicine | Labcyte Inc. [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 049 Patent Docs: Personalized Medicine [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 050 Personalized Medicine SFSU [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 051 NIHSeniorHealth: Taking Medicines - Personalized Medicines [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 052 What Is Personalized Cancer Medicine? | Cancer.Net [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 053 Personalized Medicine | Breast Cancer New York & LA [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 054 Precision Medicine - Food and Drug Administration [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 055 Personalized Medicine Conference | Medical Events | 2016 ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 056 Personalized Medicine: How the Human Genome Era Will Usher ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 057 Personalized Medicine: Redefining Cancer and Its Treatment [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 058 Personalized medicine: Precise genomic solutions for disease [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 059 Genome | What Is Personalized Medicine [Last Updated On: August 28th, 2016] [Originally Added On: August 28th, 2016]
- 060 Worlds Leading Genomics Conference | Global Meetings ... [Last Updated On: August 31st, 2016] [Originally Added On: August 31st, 2016]
- 061 Worlds Leading Biomarkers Congress | CPD Points ... [Last Updated On: September 19th, 2016] [Originally Added On: September 19th, 2016]
- 062 Personalized Medicine - Swedish Medical Center [Last Updated On: November 29th, 2016] [Originally Added On: November 29th, 2016]
- 063 What Is Personalized Medicine? [Last Updated On: November 30th, 2016] [Originally Added On: November 30th, 2016]
- 064 We Just Got Two Steps Closer to Personalized Cancer Vaccines ... - Mental Floss [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- 065 Personalized Medicine Summit Personalized Medicine ... [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- 066 CURE Pharmaceutical & Therapix Biosciences Signs MOU with Israel's Assuta Medical Center to Develop First-in ... - New Cannabis Ventures (blog) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 067 Personalized Medicine Extending to Supportive Needs of Brain Tumor Patients/Caregivers - PR Newswire (press release) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 068 Targeted therapy and personalized medicine in hepatocellular ... - Dove Medical Press [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 069 Growing Demand for Personalized Medicine Driving Therapeutic Drug Monitoring Market - Digital Journal [Last Updated On: August 2nd, 2017] [Originally Added On: August 2nd, 2017]
- 070 MedStar Health Collaborates With Indivumed to Advance Precision Oncology Research - Markets Insider [Last Updated On: August 2nd, 2017] [Originally Added On: August 2nd, 2017]
- 071 Biomedical informatics gets a boost with $2.5 million grant - UB News Center [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 072 Medicine Is Getting More Precise For White People - FiveThirtyEight [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 073 Ben-Gurion University scholars uncover the secret to personalized medicine - The Jerusalem Post [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 074 A Cancer Conundrum: Too Many Drug Trials, Too Few Patients - New York Times [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 075 PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE. - UroToday [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 076 Biovista expands Project Prodigy collaborations in personalized medicine - Markets Insider [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 077 Computing cancer - Pamplin Media Group [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 078 NIH gives nod to Vibrent Health for precision medicine work - Healthcare IT News [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 079 Global Research Antibodies Market 2017-2022 - Increasing Demand for Personalized Medicine and Protein ... - PR Newswire (press release) [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 080 The Entire Medical Industry Is About To Change - ValueWalk [Last Updated On: August 19th, 2017] [Originally Added On: August 19th, 2017]