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All Blog Posts Tagged 'dsc_biotech' (27)

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 — No Comments

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 — No Comments

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 — No 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

Eight ways in which data science is helping in the fight against COVID19

Given the scale of its impact and the kind of alteration that it brought into our lives, COVID19 is one of the most unprecedented crises of our times. Although it is not the only pandemic that humanity has been through, COVID19 is occurring in the time of the fourth industrial revolution where everyone and everything is one click way, and where the excess of data and computing has allowed machines to be more intelligent than ever. In the age of deep tech and data, data science is definitely…

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Added by Ghida Ibrahim on June 24, 2020 at 6:30am — 1 Comment

Simple Correlational Analysis on Socioeconomic Factors Impacting Covid-19 Outbreak in US Counties

Background

As part of my PhD work, I recently had to analyze any dataset(s) of my interest and present findings.  I ended up conducting a study on US County-wise Covid-19 data.  I wanted to share my key findings through this blog.

Study Question

The primary question I wanted to address through data analysis was “Do counties’ socioeconomic factors such as population size, poverty rate, unemployment rate, education percent and…

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Added by Murali Kashaboina on June 20, 2020 at 3:16pm — 2 Comments

How COVID-19 is Changing our Relationship with Data

How COVID-19 is Changing our Relationship with Data

An increasing proportion of businesses use scientific methods to analyze data. Yet, because key decision-makers do not believe in a data-driven method, a sizable number do not turn their data into actionable information. Instead, these individuals rely on their instincts to drive decisions. If used in lieu of data,such hunch-based mindsets often lead to inefficiencies and wasted…

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Added by Taymour Matin on June 8, 2020 at 10:00am — 2 Comments

Mortality and co-morbidity Investigation in Italy under Covid-19

Mortality and co-morbidity Investigation in Italy under Covid-19

Dispensing connection between characteristic, co-morbidities, and mortality outcomes among 1890 patients with Covid-19 and three cause of death: infectious, respiratory and under investigation diseases which affected mortality rates in Italy between 2010 and 2017.

by Federica…

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Added by Federica Gazzelloni on June 6, 2020 at 1:12am — No Comments

Johns Hopkins Covid-19 Data and R, Part II, data.table functions and graphics, plus R-Naught.

Summary: This blog is part II of a series showcasing management and analytics of the daily U.S. Covid-19 case/death data published by the Center for Systems Science and Engineering at Johns…

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Added by steve miller on June 2, 2020 at 8:33am — No Comments

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