Stanford Researchers Propose MAPTree: A Bayesian Approach to Decision Tree Induction with Enhanced Robustness and Performance
🌳 Exciting news! Stanford researchers have proposed MAPTree, a Bayesian approach to decision tree induction with enhanced robustness and performance. This algorithm takes decision tree modeling to the next level, surpassing traditional methods. It creates efficient tree architectures by assessing the posterior distribution of Bayesian Classification and Regression Trees (BCART). With superior computational efficiency and superior tree structures, MAPTree offers a faster and more effective option for decision tree modeling. Check out the research here: [link](https://ift.tt/TdXGW5U)
🌳 Decision trees are widely used, but they have limitations. Now, Stanford researchers have introduced MAPTree, a powerful algorithm that overcomes those limitations by using Bayesian Classification and Regression Trees (BCART). This algorithm creates maximum a posteriori trees, producing superior tree structures and enhancing decision tree models. With faster outcomes and improved computational efficiency, MAPTree offers a game-changing solution for decision tree modeling. Stay ahead of the curve with the MAPTree algorithm: [link](https://ift.tt/TdXGW5U)
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Insights on the Liquid Biopsy Market to 2029
Research Nester published a report titled “Liquid Biopsy Market: Global Demand Analysis & Opportunity Outlook 2029″ which delivers detailed overview of the global liquid biopsy market in terms of market segmentation by type of biomarker, application, sample collection type, product type, technology, end-user, and by region.
Further, for the in-depth analysis, the report encompasses the industry growth indicators, restraints, supply and demand risk, along with detailed discussion on current and future market trends that are associated with the growth of the market.
The global liquid biopsy market is segmented by end-user into academic & research centers, hospitals & laboratories, and others, out of which, the hospitals & laboratories segment is projected to hold the largest market share by the end of 2021 owing to the increasing number of tests being done in in-house hospital laboratories and external laboratories.
Get a PDF Sample for more detailed market insights: https://www.researchnester.com/sample-request-69
Increasing Prevalence of Cancer and the Need for Early Diagnosis
The World Health Organization (WHO), in one of its statistics, stated that globally, the second leading cause of death is cancer. Additionally, deaths caused due to cancer in the year 2018, registered to around 9.6 million cases.
The statistics portray the growing prevalence of cancer globally and therefore the increasing need amongst individuals for its early detection. Increasing preferences of medical practitioners for minimally invasive and non-invasive methods of sample collection for the detection of cancer is leading to the increase in adoption of liquid biopsy procedures. This procedure further allows the healthcare practitioners to gain more information on the cancer type and also allows real-time analysis. Moreover, increasing advancements in clinical research is further anticipated to drive the growth of the market during the forecast period.
The global liquid biopsy market is anticipated to grow with a significant CAGR during the forecast period, i.e., 2021-2029, owing to the numerous advantages of liquid biopsy over the conventional tumor biopsy, such as low risks, enhanced monitoring for drug response and resistance, and others, along with the rising awareness about minimally invasive procedures.
Regionally, the global liquid biopsy market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa regions, out of which, the market in North America is anticipated to hold the largest market share by the end of 2021, backed by the growing healthcare infrastructure in the region, and the increasing advancements in research for the development of different analytical techniques for cancer.
However, the low specificity and sensitivity of liquid biopsy for the detection of cancer biomarkers is expected to operate as key restraint to the growth of the global liquid biopsy market over the forecast period.
This report also provides the existing competitive scenario of some of the key players of the global liquid biopsy market which includes company profiling of OmeCare Inc. (Pathway Genomics), Biocept, Inc. (NASDAQ: BIOC), Exosome Diagnostics, Inc., QIAGEN GmbH (NYSE: QGEN), Roche Diagnostics (OTCMKTS: RHHBY), Bio-Rad Laboratories, Inc. (NYSE: BIO), NeoGenomics Laboratories, Inc. (NASDAQ: NEO), Biocartis NV (EBR: BCART), Guardant Health, Inc. (NASDAQ: GH), and Trovagene, Inc. (Cardiff Oncology) (NASDAQ: CRDF).
Access Full Report, here: https://www.researchnester.com/sample-request-69
The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials and recent news and developments. On the whole, the report depicts detailed overview of the global liquid biopsy market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market centric strategies according to the ongoing and expected trends in the future.
About Research Nester:
Research Nester is a one-stop service provider, leading in strategic market research and consulting with an unbiased and unparalleled approach towards helping global industrial players, conglomerates and executives to make wise decisions for their future investment and expansion by providing them qualitative market insights and strategies while avoiding future uncertainties. We believe in honesty and sheer hard work that we trust is reflected in our work ethics. Our vision is not just limited to gain the trust of our clients but also to be equally respected by our employees and being appreciated by the competitors.
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To a game Im so hyped about, @blackcrystalsrpg cant wait till it comes out!
I wanted to draw Starsio in my own style, I love the fact that he has different color forms representing the chakras. Also Roji is in here to eat his stars xD
Also just appreciation to one of the first rpgmaker creators to follow me.
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World Collage Day is May 11th, 2019. LEARN MORE
WORLD COLLAGE DAY
2019 World Collage Day Poster Artist
The 2019 World Collage Day Poster Artist Is Rosie Schinners. "Her combination of magical realism, heuristic nature, and poetic, outward-looking expression seemed to express something similar to the idea behind World Collage Day: That even far away from each other, we can come together as artists, work our magic, and put something beautiful into the world. For this reason, we have selected Rosie Schinners as the 2019 World Collage Day Poster Artist." MORE
Kolaj Magazine is the world’s only internationally-oriented art magazine dedicated to contemporary collage. Our goal with every printed issue is that Kolaj Magazine is essential reading for anyone interested in the role of contemporary collage in art, culture, and society. Kolaj #24 is now available.
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