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All Blog Posts Tagged 'dsc_healthcare' (31)

Optimizing and Accelerating COVID-19 Predictive Modeling

The COVID-19 pandemic has wreaked havoc across the globe. As of July 30, 2021, nearly 197.5 million people have been infected with coronavirus, and 4.2 million people have died. The…

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Added by Benedict Timmerman on September 22, 2021 at 5:30am — No Comments

How EHR Systems Affect Patient Experience

Since the outbreak of COVID-19 global pandemic, it is very much obvious that the world is constantly revolving around digital information and advancements in digital technology. The healthcare industry is no exception and has benefitted since the introduction of such digital healthcare…

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Added by Nora Winkens on September 19, 2021 at 10:00pm — No Comments

Handling very large images in medical imaging applications

The field of computational pathology (CPATH) consists of using algorithms to analyze digital images obtained through scanning slides of cells and tissues. In recent years, deep learning algorithms that show comparable performance to trained pathologists have been developed for several classification, regression, and segmentation tasks, such as tumor…

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Added by OGE MARQUES on September 19, 2021 at 9:06pm — No Comments

Why AI tools Failed to Help With Detecting COVID

Following on from the article last week – Deep learning in biology and medicine – we discuss another sobering trend -  according to some recent research shared on MIT technology review  Hundreds of AI tools have been built to catch covid.…

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Added by ajit jaokar on September 19, 2021 at 8:30am — No Comments

Neural Network Can Diagnose Covid-19 from Chest X-Rays

  • New study is 98.4% accurate at detecting Covid-19 from X-rays.
  • Researchers trained a convolutional neural network on Kaggle dataset.
  • The hope is that the technology can be used to quickly and effectively identify Covid-19 patients.



As the Covid-19 pandemic continues to evolve, there is a…

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Added by Stephanie Glen on September 13, 2021 at 4:00am — No Comments

Deep learning in biology and medicine

Background

In this post, we examine applications of deep learning to three key biomedical problems:   patient classification, fundamental biological processes, and treatment of patients. The objective is to predict whether deep learning will transform these tasks.

The post is based on the very comprehensive paper “…

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Added by ajit jaokar on September 12, 2021 at 8:30am — No Comments

New Study uses DNN to Predict 99% of Coronary Heart Disease Cases

  • Cardiovascular diseases are the primary cause of global deaths.
  • New model detects coronary heart disease with almost 99% accuracy.
  • DNN with hidden layers shows more accuracy than other models.

According to the World Health Organization (WHO), cardiovascular diseases (CVDs) are the leading cause of death…

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Added by Stephanie Glen on September 5, 2021 at 2:30pm — No Comments

AI-Led Medical Data Labeling For Coding and Billing

The Healthcare sector is among the largest and most critical service sectors, globally. Recent events like the Covid-19 pandemic have furthered the challenge to handle medical emergencies with contemplative capacity and infrastructure. Within the healthcare domain, healthcare equipment supply and usage have come under sharp focus during the…

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Added by Roger Max on August 31, 2021 at 12:30am — No Comments

Has the Pandemic Accelerated AI in Healthcare?

Image Credit: Unsplash

Introduction 

While the pandemic has spurred digital transformation, even a corporate metaverse debate about the future of remote work, AI was…

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Added by Michael Kevin Spencer on August 20, 2021 at 5:00am — No Comments

Top Use Cases of Natural Language Processing in Healthcare

NLP or Natural Language Processing in healthcare presents some unique and stimulating opportunities. It provides a glide through the vast proportion of new data and leverages it for boosting outcomes, optimising costs, and providing optimal quality of care.…

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Added by Mitul Makadia on August 17, 2021 at 6:30pm — No Comments

Growing Role Of AI Chatbots In Healthcare Sector

Since technology has started disrupting the healthcare sector, innovations are included to follow a patient-driven approach. Recently, AI chatbots have been the new hue in the market and have caught the attention of health experts. As a vital part of healthcare IT solutions, AI chatbots work faster and more effectively to resolve patients' queries than…

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Added by Albert Smith on August 16, 2021 at 8:00pm — 1 Comment

Synthetic Image Generation using GANs

Occasionally a novel neural network architecture comes along that enables a truly unique way of solving specific deep learning problems. This has certainly been the case with Generative Adversarial Networks (GANs), originally proposed by Ian Goodfellow et al. in a 2014 paper that has been cited more than…

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Added by OGE MARQUES on August 13, 2021 at 7:00am — No Comments

How Artificial Intelligence is Revolutionizing Mental Healthcare

Science fiction author William Gibson has been attributed as saying, 

“The future is already here, the fact is it’s not just very evenly distributed.”. 

Revolutionary artificial…

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Added by Aliha Tanveer on August 8, 2021 at 5:30am — 1 Comment

Explainable AI for Medical Images

Most of what goes by the name of Artificial Intelligence (AI) today is actually based on training and deploying Deep Learning (DL) models. Despite their impressive achievements in fields as diverse as image classification, language translation, complex games (such as Go and chess), speech recognition, and self-driving vehicles, DL models are…

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Added by OGE MARQUES on August 5, 2021 at 4:00am — No Comments

COVID-19 Drives AI in Medical Imaging

A latest study collated and published by Transparency Market Research (TMR) analyzes the historical and present-day scenario of the global AI in medical imaging market to accurately gauge its potential future development. The study presents detailed information about the important growth factors, restraints, and key trends that are creating the…

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Added by chaitali gawande on July 29, 2021 at 8:00am — No Comments

Covid-19: Fundamental Statistics that are Ignored

This is not a discussion as to whether the data is flawed or not, or whether we are comparing apples to oranges or not (the way statistics are gathered in different countries). These are of course fundamental questions, but here I will only use data (provided by Google) that everyone seem to more or less agree with, and I am not questioning it…

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Added by Vincent Granville on July 18, 2021 at 7:30pm — 1 Comment

Japan is struggling to keep covid-19 at bay at the Olympics

When the best athletes in the world meet at the Olympics every four years, they do more than run, jump and swim. In a memoir published after the last Tokyo Games, in 1964 Australian swimmer Dawn Fraser ended his life in the Olympic bubble. "Olympic morals are much looser than outsiders would expect," she…

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Added by luella Newton on July 17, 2021 at 3:30am — No Comments

AI Product Development Is Changing the Future of Modern Healthcare

Healthcare software product development helps healthcare facilities to increase their productivity by providing information technology (IT) solutions. Nowadays, healthcare centers are adopting Info Tech solutions to enhance their business performance.…

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Added by Daisy Morgan on July 1, 2021 at 4:00am — No Comments

How AI Benefits EHR Systems

As AI continues to make waves across the medical ecosystem, its foray into the world of EHR has been interesting. This is obviously because of the countless benefits both systems offer. Now, imagine you use a basic EHR for patients. One patient is administered an MRI contrast agent before the scan. What you may not know is that they are prone to an…

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Added by Ryan Williamson on June 29, 2021 at 7:00am — 1 Comment

How COVID-19 Is Accelerating Smart Home Automation

Modern technologies have tapped varied sectors and the residential sector is the most prominent one. The growing influence of technologies like the Internet-of-Things (IoT) and others across a large number of applications at home have increased the demand and popularity of home automation to a considerable extent. The rising popularity of these systems will…

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Added by chaitali gawande on June 16, 2021 at 10:30pm — No Comments

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