Big Data, Artificial Intelligence and bioinformatics: three tools that save lives – marketscreener.com
Technological progress has enabled unprecedented developments in the field of research. Especially in recent years. This is how the world of biology and medicine benefit from technological innovation.
The application of computer science to the world of biology and medicine has been absolutely revolutionary for both branches and has helped significantly in the improvement of treatments. As indicated by the Instituto de Salud Carlos III, bioinformatics has been fundamental in the analysis and interpretation of SARS-CoV-2 data. During 2020, the research carried out by the Bioinformatics Unit of the aforementioned centre was essential, since it shed light on such important issues as the sequencing of the genome of the new coronavirus and the automation of diagnostic tests.
Bioinformatics researches, develops and applies informatics and computational tools to improve the management of biological data, by using tools that collect, store, organise, analyse and interpret all these data.
In this sense, Big Data development has been one of the great driving forces for the improvement of research work in recent years. Other important contributions regarding innovation within the framework of connectivity and digitisation have been Artificial Intelligence and Machine Learning, supported by the 5G network, as they offer new perspectives for tackling an increasing number of biomedical problems, thanks to the creation of algorithms and mathematical models that extract maximum knowledge from data.
The analysis of massive data applied to health allows for a better understanding of the DNA and genome of different organisms in addition to human DNA, as well as of proteins, enzymes and amino acids. But some of the areas where the progress of bioinformatics has been truly significant, in addition to the information it has given scientists regarding the coronavirus, are the identification of mutations associated with tumours, of pathogens causing infectious outbreaks, and the study of rare diseases.
The use of new technologies for the early detection of rare diseases is improving many patients' quality of life. This is because thanks to them it is possible to obtain a quick and reliable diagnosis. Rare diseases affect fewer than 5 in 10,000 inhabitants, and according to data from the Spanish Federation for Rare Diseases, FEDER, they affect more than three million inhabitants in Spain. Due to their low prevalence, studies and research are very limited. This is why the emergence of Artificial Intelligence in this area of study has been so important.
According to an interview published by Agencia SINC with Julin Isla, President of the Foundation 29, it can take between five and six years for rare disease patients to get a correct diagnosis. This time is vital for these patients, given that in the meantime they may receive incorrect treatments that worsen their health condition. As a software engineer, Isla created an AI-based platform that helps doctors carry out a quick diagnosis by comparing data between symptoms and genetic information. It should be noted that 80% of rare diseases have a genetic component. Thus, with this platform, Isla has managed to reduce the diagnostic process to around 10 minutes by automating the genetic analysis.
Although bioinformatics has been around for a long time, the 4.0 revolution has been a turning point for all health-related sciences. This discipline has its origins in the 1960s, when computational models began to be applied to the study of proteins. Later, with the introduction of large-scale communication structures, it continued to grow until it reached personalised medicine.
For some years now, medicine has been using supercomputing to tailor treatments based on the origin of the disease and the patient's genome. One of the greatest examples of this feat is HIV treatments. According to the UN, AIDS has killed nearly 39 million people, and some 78 million have been infected since the first cases of the human immunodeficiency virus were diagnosed in the early 1980s in the United States.
HIV is characterised by rapid mutation, which allows it to evade antiretroviral treatment. To find a solution, scientists at the Barcelona Supercomputing Centre and IrsiCaixa have developed a bioinformatics platform capable of predicting these mutations in order to predict treatment effectiveness. Thus, the study of each patient's clinical experience helps to develop new therapies and to develop innovative treatments to be applied in a precise way, thereby promoting the implementation of personalised medicine.
The design of new medicinal products is another benefit of this discipline. It seeks a therapeutic target capable of modifying the course of a disease based on the study of biological data. This is one of the highest hopes of finding a cure for cancer in the not too distant future.
The scientific community already has powerful tools at its disposal, such as Big Data. to study the genome of diagnosed individuals, which will help understand the origin of tumours in the future. To this end, there is already an initiative called the International Cancer Genome Consortium, in which Spanish scientists are collaborating, which studies genetic, transcriptomic and epigenetic changes in more than 50 different types of tumours. This project has identified almost 4 million genetic mutations in participating patients, which could prove invaluable in the fight against cancer in the years to come.
Thanks to all these studies, new generations of drugs will be more effective and safer, and will be developed according to the genetic characteristics of each patient and thus save more lives.
Follow this link:
Big Data, Artificial Intelligence and bioinformatics: three tools that save lives - marketscreener.com
- 5 Artificial Intelligence (AI) Stocks That Are Far Better Buys Than Palantir - The Motley Fool - September 21st, 2025 [September 21st, 2025]
- Artificial intelligence ushers in a golden age of hacking, experts say - The Washington Post - September 21st, 2025 [September 21st, 2025]
- Prediction: 1 Artificial Intelligence (AI) Stock to Buy Before It Soars 10X in the Next Decade - The Globe and Mail - September 21st, 2025 [September 21st, 2025]
- This Fantastic Artificial Intelligence (AI) Stock Is on Track for a Blowout Quarter, and It Could Keep Climbing for Years to Come - AOL.com - September 21st, 2025 [September 21st, 2025]
- Meet the Newest Artificial Intelligence (AI) Stock in the S&P 500. It's Up 5,660% Since 2023, and It Could Still Climb Higher From Here. - Yahoo... - September 21st, 2025 [September 21st, 2025]
- Got $3,000? 2 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - The Globe and Mail - September 21st, 2025 [September 21st, 2025]
- Testimony Re: Bills Related to Artificial Intelligence and Algorithms - Cato Institute - September 21st, 2025 [September 21st, 2025]
- Prediction: This Artificial Intelligence (AI) Stock Will Become the First $6 Trillion Company, According to a Wall Street Analyst - The Motley Fool - September 21st, 2025 [September 21st, 2025]
- Lithuania launches X-WING: precision attack drone with autonomy and artificial intelligence - MSN - September 21st, 2025 [September 21st, 2025]
- Artificial Intelligence in Non-invasive Hemodynamic Monitoring: A Systematic Review of Accuracy, Effectiveness, and Clinical Applicability in... - September 21st, 2025 [September 21st, 2025]
- Three Things: Dax, artificial intelligence and broadcaster - Philomath News - September 21st, 2025 [September 21st, 2025]
- This Fantastic Artificial Intelligence (AI) Stock Is on Track for a Blowout Quarter, and It Could Keep Climbing for Years to Come - The Motley Fool - September 21st, 2025 [September 21st, 2025]
- Dual site external validation of artificial intelligence-enabled treatment monitoring for neovascular age-related macular degeneration in England -... - September 21st, 2025 [September 21st, 2025]
- Undervalued and Ignored: 1 Artificial Intelligence (AI) Stock With Room to Run - The Motley Fool - September 21st, 2025 [September 21st, 2025]
- AI-Powered Insights: How Artificial Intelligence Is Transforming Type 2 Diabetes Care and Management - Diabetes In Control - September 21st, 2025 [September 21st, 2025]
- Peer review in the age of artificial intelligence - Physics World - September 21st, 2025 [September 21st, 2025]
- Microsoft Just Gave Investors 17.4 Billion Reasons to Buy This Monster Artificial Intelligence (AI) Data Center Stock Hand Over Fist - Nasdaq - September 21st, 2025 [September 21st, 2025]
- Meet The Unstoppable Artificial Intelligence (AI) Stock That Has Jumped 112% in 6 Months. It Can Still Soar Higher. - The Motley Fool - September 21st, 2025 [September 21st, 2025]
- Time To Change! Here Are The Best AI Laptop Recommendations That Are Superior For Optimal Performance In Artificial Intelligence - VOI.ID - September 21st, 2025 [September 21st, 2025]
- 2 Artificial Intelligence (AI) Leaders to Buy and Hold Forever - Yahoo Finance - September 21st, 2025 [September 21st, 2025]
- Undervalued and Ignored: 1 Artificial Intelligence (AI) Stock With Room to Run - Nasdaq - September 21st, 2025 [September 21st, 2025]
- 2 Trillion-Dollar Artificial Intelligence (AI) Stocks That Can Plunge Up to 95%, According to Select Wall Street Analysts - Nasdaq - September 21st, 2025 [September 21st, 2025]
- Meet The Unstoppable Artificial Intelligence (AI) Stock That Has Jumped 112% in 6 Months. It Can Still Soar Higher. - Nasdaq - September 21st, 2025 [September 21st, 2025]
- Artificial Intelligence and Digital Biomarkers in Hepatology: Critical Perspectives, Emerging Evidence, and Future Directions - Cureus - September 21st, 2025 [September 21st, 2025]
- Is Artificial Intelligence Worth the Investment? - Foreign Policy - September 19th, 2025 [September 19th, 2025]
- The Smartest Artificial Intelligence (AI) Stocks to Buy With $1,000 - Yahoo Finance - September 19th, 2025 [September 19th, 2025]
- Artificial Intelligence News for the Week of September 19; Updates from Druid AI, DxC Technology, G-P & More - solutionsreview.com - September 19th, 2025 [September 19th, 2025]
- Google and PayPal: The Artificial Intelligence (AI) Agent Revolution Is Here - The Motley Fool - September 19th, 2025 [September 19th, 2025]
- Video New book warns of threats to humanity from artificial intelligence - ABC News - Breaking News, Latest News and Videos - September 19th, 2025 [September 19th, 2025]
- Meet The Unstoppable Artificial Intelligence (AI) Stock That Has Jumped 112% in 6 Months. It Can Still Soar Higher. - Yahoo Finance - September 19th, 2025 [September 19th, 2025]
- When Artificial Intelligence Meets Jewish Wisdom - The Times of Israel - September 19th, 2025 [September 19th, 2025]
- How artificial intelligence is reshaping success in small businesses - Digital Journal - September 19th, 2025 [September 19th, 2025]
- 3 Popular Artificial Intelligence (AI) Stocks to Steer Clear Of. (Hint: One of Them Is Palantir) - The Motley Fool - September 19th, 2025 [September 19th, 2025]
- Mace Opens Hearing on the Future of Artificial Intelligence - House.gov - September 19th, 2025 [September 19th, 2025]
- Mustek Expands Into Artificial Intelligence With Majority Stake in Business AI - TechAfrica News - September 19th, 2025 [September 19th, 2025]
- Hearing Wrap Up: The U.S. Must Develop and Advance Artificial Intelligence to Dominate the Tech Race - House.gov - September 19th, 2025 [September 19th, 2025]
- The Role of Artificial Intelligence in Environment, Health, and Safety - Wolters Kluwer - September 19th, 2025 [September 19th, 2025]
- Artificial Intelligence - AI Update, September 19, 2025: AI News and Views From the Past Week - MarketingProfs - September 19th, 2025 [September 19th, 2025]
- Artificial Intelligence in the Bakken discussion - The Bismarck Tribune - September 19th, 2025 [September 19th, 2025]
- VERSABANK IMPLEMENTS NEW INTERNALLY DEVELOPED ARTIFICIAL INTELLIGENCE CAPABLITIES WITHIN CORE BANKING TECHNOLOGY - PR Newswire - September 19th, 2025 [September 19th, 2025]
- Evaluating the Diagnostic Accuracy of an Artificial Intelligence Tool for Pulmonary Abnormalities in Chest Radiographs: A Retrospective Study - Cureus - September 19th, 2025 [September 19th, 2025]
- AI is called artificial intelligence for a reason - The Charlotte News - September 19th, 2025 [September 19th, 2025]
- Artificial Intelligence Will Never Replace PsychiatryBut It Will Try to Destroy It - Psychiatric Times - September 19th, 2025 [September 19th, 2025]
- Europe Stereotactic Neuro-Navigation System Market Report 2025-2035 | Opportunities Fueled by Integration of Artificial Intelligence (AI) and Machine... - September 19th, 2025 [September 19th, 2025]
- Wide ranging experts envision future of artificial intelligence in Middlebury this week - Addison Independent - September 19th, 2025 [September 19th, 2025]
- 3D Bioprinting and Artificial Intelligence for Tumor Microenvironment Modeling: A Scoping Review of Models, Methods, and Integration Pathways - ACS... - September 19th, 2025 [September 19th, 2025]
- What's Behind Nvidia's Huge Artificial Intelligence (AI) Investment in the U.K.? - The Globe and Mail - September 19th, 2025 [September 19th, 2025]
- Prediction: This Artificial Intelligence (AI) Stock With a $455 Billion Revenue Pipeline Will Be Worth $3 Trillion in 5 Years - Nasdaq - September 19th, 2025 [September 19th, 2025]
- Medical Artificial Intelligence Advances with CPC-Bench, Evaluating LLMs on 7102 Cases and Achieving 67% Physician Validation - Quantum Zeitgeist - September 19th, 2025 [September 19th, 2025]
- Is Oracle a Good Artificial Intelligence Stock to Buy? - The Motley Fool - September 17th, 2025 [September 17th, 2025]
- 2 Top Artificial Intelligence (AI) Stocks to Buy With $1,000 Right Now - AOL.com - September 17th, 2025 [September 17th, 2025]
- Artificial Intelligence (AI) in Construction Strategic Intelligence Report 2025-2030: Rising Demand for Automation and Efficiency, Focus on... - September 17th, 2025 [September 17th, 2025]
- How AWS, The Ocean Cleanup, and artificial intelligence are finding ocean plastic - Amazon Sustainability - September 17th, 2025 [September 17th, 2025]
- The Artificial Intelligence Agenda from Capitol Hill to State Capitals: Where We Are and Where We Are (Probably) Going - Crowell & Moring LLP - September 17th, 2025 [September 17th, 2025]
- 2 Artificial Intelligence (AI) Leaders to Buy and Hold Forever - The Motley Fool - September 17th, 2025 [September 17th, 2025]
- Expert Analysis of Ethical Issues in Applying Artificial Intelligence to Cybersecurity - latesthackingnews.com - September 17th, 2025 [September 17th, 2025]
- Billionaire David Tepper of Appaloosa Is Buying 3 Trillion-Dollar Artificial Intelligence (AI) Stocks and Selling 3 Others - The Motley Fool - September 17th, 2025 [September 17th, 2025]
- Research on the influencing factors of generative artificial intelligence usage intent in post-secondary education: an empirical analysis based on the... - September 17th, 2025 [September 17th, 2025]
- Stony Brook University Receives $13.77M NSF Grant to Deploy a National Supercomputer to Democratize Access to Artificial Intelligence and Research... - September 17th, 2025 [September 17th, 2025]
- UK to be first college in KY to offer Artificial Intelligence as a major - LEX18 - September 17th, 2025 [September 17th, 2025]
- AI in classroom NC | Board of education considers policy for artificial intelligence in Wake County Public School district - ABC11 - September 17th, 2025 [September 17th, 2025]
- Remote Patient Monitoring and Artificial Intelligence - AJMC - September 17th, 2025 [September 17th, 2025]
- Ohio brings on artificial intelligence chatbot app to help fight crime, terrorism - The Statehouse News Bureau - September 17th, 2025 [September 17th, 2025]
- Prediction: Oracle Will Surpass Amazon, Microsoft, and Google to Become the Top Cloud for Artificial Intelligence (AI) By 2031 - The Motley Fool - September 17th, 2025 [September 17th, 2025]
- Artificial intelligence may begin impacting the price you pay to fly - NBC10 Philadelphia - September 17th, 2025 [September 17th, 2025]
- 2 Artificial Intelligence (AI) Leaders to Buy and Hold Forever - The Globe and Mail - September 17th, 2025 [September 17th, 2025]
- Understanding the Legal Hurdles of Artificial Intelligence: Questions to Ask and How to be Protected - Law.com - September 17th, 2025 [September 17th, 2025]
- Artificial Intelligence in Livestock Farming Market Current Scenario with Future Trends Analysis to 2034 - openPR.com - September 17th, 2025 [September 17th, 2025]
- 3 Top Artificial Intelligence (AI) Stocks to Buy and Hold Forever - The Motley Fool - September 17th, 2025 [September 17th, 2025]
- Should You Use Artificial Intelligence as Your Therapist? - US News Health - September 17th, 2025 [September 17th, 2025]
- Artificial Intelligence Chipset Market is on an Upward Growth Curve - openPR.com - September 17th, 2025 [September 17th, 2025]
- Prediction: This Artificial Intelligence (AI) Stock Will Be Worth $10 Trillion in 5 Years - The Motley Fool - September 15th, 2025 [September 15th, 2025]
- This Sci-Fi Box Office Hit About Artificial Intelligence Was Rejected By Denzel Washington - SlashFilm - September 15th, 2025 [September 15th, 2025]
- Congress and Artificial Intelligence | Interview: Adam Thierer - The Dispatch - September 15th, 2025 [September 15th, 2025]
- Protecting and empowering workers in an age of artificial intelligence Lessons from the Biden-Harris administration - Economic Policy Institute - September 15th, 2025 [September 15th, 2025]
- Remote monitoring and artificial intelligence in treating patients with heart failure - Medical Xpress - September 15th, 2025 [September 15th, 2025]
- Nvidia Has $4.3 Billion Invested in These 6 Artificial Intelligence (AI) Stocks. Here's the Best of the Bunch. - The Motley Fool - September 15th, 2025 [September 15th, 2025]
- Using Artificial Intelligence in the Search Process for Systematic Reviews - Pan American Health Organization (PAHO) - September 15th, 2025 [September 15th, 2025]
- Prediction: This Artificial Intelligence (AI) Stock Will Beat Opendoor Technologies over the Next 3 Years - The Motley Fool - September 15th, 2025 [September 15th, 2025]
- How artificial intelligence is impacting education - WZZM13.com - September 15th, 2025 [September 15th, 2025]