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All Blog Posts Tagged 'dsc_biotech' (66)

Demand Outlook of AI in Agriculture - Insights on Emerging Scope 2026

Artificial Intelligence has various application in agriculture ranging from rural automatons, facial acknowledgment, computerized water system frameworks, and driverless tractors. These applications are done in relationship with an alternate sort of sensors, GPS frameworks, radars, and other cutting edge contraptions dependent on AI.…

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Added by chaitali gawande on February 4, 2021 at 5:00am — 1 Comment

Backcast a Time Series for COVID-19 Truths

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Added by Selcuk Disci on January 29, 2021 at 12:00am — No Comments

Deep Learning Reinvents the Hearing Aid

This article was written by DeLiang Wang.

My mother began to lose her hearing while I was away at college. I would return home to share what I’d learned, and she would lean in to hear. Soon it became difficult for her to hold a…

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Added by Andrea Manero-Bastin on January 28, 2021 at 7:00am — No Comments

Factors Affecting the Market Growth of AI in Agriculture Market

The artificial intelligence in agriculture market have impacted positively due to the pandemic. AI is applied largely in the agriculture sector in various countries across the globe is predicted to boost the overall market in the forecast period. Due to shut down across the globe the market has not impacted adversely. Moreover, increasing…

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Added by Abhishek Peter on January 28, 2021 at 1:30am — No Comments

Clearing up the Covid-19 Test Accuracy Debate with Data Science

  • A negative Covid-19 test result had very little meaning in 2020.
  • A new tool allows you to better interpret the meaning of a negative test result.
  • I used the tool to find the probability that my October Covid-19 negative test result was accurate.
  • This useful, user-friendly tool is a great example of data science at work.…

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Added by Stephanie Glen on January 25, 2021 at 4:30pm — 1 Comment

Fraudulent Covid-19 Data and Benford's Law

An interesting application of Benford's and Zipf's Laws to fraudulent Covid-19 data was published…

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Added by Stephanie Glen on December 31, 2020 at 4:33am — No Comments

Gross Underestimates and Overestimates from the Same Data: Covid-19 Death Rates Example

  • Ten-fold differences have been reported in Covid-19 death rates.
  • Estimate issues are because of how the data is calculated.
  • Why the same data can yield gross overestimates and underestimates.

What is the actual death rate for Covid-19? After nearly a year of the pandemic, no one can…

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Added by Stephanie Glen on December 24, 2020 at 6:00am — 3 Comments

The Different Ways in Which Machine Learning Makes Healthcare Better

The continued evolution of technology has empowered humanity quite unlike anything else, offering tools and technologies to assist us in our daily endeavors. Take machine learning, for example; one of the most advanced technologies out there in the world right now has virtually changed how we do even the simplest of tasks or, say, run our businesses. Of course, its impact has been observed across all industries, including healthcare. Yes, even healthcare, where machine learning has now…

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Added by Ryan Williamson on December 17, 2020 at 2:29am — No Comments

Horowitz Index Day-Ahead Change Prediction in Real Time

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.

Computational approaches to model…

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Added by Sergey Lukyanchikov on December 14, 2020 at 3:00am — No Comments

How do you know what independent variables to include in a regression model?

After a few biostatistics classes, I began fitting my first logistic regression model using my physician friend’s data on tumors excised from skin cancer patients. I realized that although we were very clear about the dependent variable we were trying to predict – a certain feature of the tumor – I really did not know how to pick the independent…

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Added by Monika Wahi on November 14, 2020 at 10:30am — 1 Comment

Predicting Heart Disease using Machine Learning? Don’t!

Image Credits: Unsplash

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Added by Venkat Raman on November 14, 2020 at 7:04am — 4 Comments

Data Science Opportunities in the Age of COVID

Summary:  The annual Burtch Works salary survey with data through April shows that opportunities and salaries are still excellent for both new and experienced data scientists.  They also offer some anecdotal observations about the impact of the first few months of COVID on our work and opportunities.

 …

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Added by William Vorhies on September 1, 2020 at 8:00am — 1 Comment

Johns Hopkins, Covid-19 and R, Part III, World Data.

Summary: This blog is part III of a series showcasing management and analytics of the daily World Covid-19 case/death data published by the Center for Systems Science and…

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Added by steve miller on August 27, 2020 at 3:54am — No Comments

Comparative Study Of Best Time-Series Models For Urgent Pandemic Management-1

Introduction and Motivation

With the effect of the pandemic increasing every day and casting a vehemently toxic influence in almost all parts of the world, it becomes important how can we contain the…

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Added by Sharmistha Chatterjee on August 26, 2020 at 2:00am — No Comments

Reshaping Healthcare with Data Analytics & Business Intelligence

Big data analytics in the healthcare industry today is evolving into a promising field for delivering real-time insights from very large data sets. Plus, it also helps improve outcomes while reducing costs.

The trending digitization is leveraging the potential of data analytics and business intelligence.

According to Industry experts, the AI health market is to…

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Added by Tanya Kumari on August 24, 2020 at 2:15am — No Comments

Artificial Intelligence for Precision Medicine and better Healthcare

Introduction

Precision medicine is a medical model, which proposes customization of the healthcare to a subgroup of patients, based on a genetics, lifestyle and environment. This technique allows doctors and researchers to prognosis treatment and prevention strategies for a…

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Added by Kamal Jain on August 22, 2020 at 9:30am — No Comments

Artificial Intelligence in Healthcare

Introduction

Artificial intelligence refers to simulating the behavior of humans, so that machines can be programmed to perform intelligent behavior and mimic human actions. It is a branch of computer science dealing with building smart machines which can perform actions, typically needing human intelligence. With the availability of huge data, faster computation power, and technology advancement in machine learning and deep learning is providing a paradigm shift in…

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Added by Kamal Jain on August 4, 2020 at 2:30am — 2 Comments

How AI Is Taking On COVID-19?

 

Coronavirus pandemic is stretching the healthcare operational resources to an immense extent. During such a brief duration of time, COVID—19 has become one of the biggest challenges that humanity has to face in the twenty-first-century world. Many complications surround this pandemic regarding the …

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Added by Naveen Chandra Joshi on July 24, 2020 at 5:41am — No Comments

Why we need more Bayesian trained data scientists than frequentist post COVID 19 ..

Earlier this week, I was speaking at an event on AI for Real Estate where I showed an example from a BBC clip which said that “central London is now a ghost town” (due to COVID 19)

A few months ago, this headline would have been laughable

In London, central London and the London underground are a key fabric of daily…

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Added by ajit jaokar on July 22, 2020 at 2:00pm — No Comments

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