IBM Journey to AI blog

MAY 6, 2024

5 barriers to efficient patient recruitment and retention There are several key factors contributing to the challenges of inadequate patient volume and sluggish recruitment speed in clinical trials: Complex trial protocols : Delays often stem from intricate or unrealistic trial protocols.

AI 80

AI AI Algorithm Artificial Intelligence 80

Flipboard

DECEMBER 14, 2023

I didn’t find one months later when, after glancing at the results of my depression screening, my physician delayed her next appointment, pulled up a list of therapists, and helped me send emails to each of them asking if they were taking on new patients. This doesn’t necessarily mean that AI is useless as a mental health resource.

AI 163

AI AI 163

Mlearning.ai

AUGUST 21, 2023

We’ll use an example problem, “Patient Behavior — Medication Adherence,” to cover all aspects of the use case, prediction, usefulness, user roles, data requirements, and impact measurement. Users and Utilization : Explain who will use the prediction to inform their decisions or actions.

Predictive Analytics 52

Predictive Analytics Data Analysis Data Analysis Analytics 52

Dataconomy

AUGUST 10, 2023

These systems, powered by artificial intelligence, are designed to assist healthcare providers in documenting patient encounters, retrieving information, and performing other administrative tasks that traditionally consumed valuable time and resources. By reducing human error, they improve the accuracy of medical records.

Natural Language Processing 91

Natural Language Processing AI AI Artificial Intelligence 91

Data Science Dojo

AUGUST 1, 2023

The next generation of Language Model Systems (LLMs) and LLM chatbots are expected to offer improved accuracy, expanded language support, enhanced computational efficiency, and seamless integration with emerging technologies. Each text chunk should represent a distinct piece of information that can be queried.

Database 195

Database AI AI Natural Language Processing 195

Dataconomy

AUGUST 29, 2023

AI and machine learning are employed to extract insights from vast datasets, empowering businesses and individuals with valuable information. The healthcare sector will witness even more personalized and remote patient monitoring, revolutionizing the way medical care is delivered.

Internet of Things 172

Internet of Things AI AI Machine Learning 172

NYU Center for Data Science

JUNE 30, 2023

NYUTron , the large language model (LLM), is able to read physicians’ notes and estimate patients’ risk of death, length of hospital stays, and other health factors. NYUTron , the large language model (LLM), is able to read physicians’ notes and estimate patients’ risk of death, length of hospital stays, and other health factors.

AI 93

AI AI Natural Language Processing Artificial Intelligence 93

Becoming Human

JUNE 14, 2023

From diagnosis and treatment to research and patient care, AI has the potential to improve efficiency, accuracy, and outcomes in the healthcare sector. This empowers healthcare providers to make more informed decisions, optimize workflows, and deliver better patient outcomes.

AI 75

AI AI Artificial Intelligence Artificial Intelligence 75

Towards AI

APRIL 28, 2023

Traditional applications that rely solely on structured data can only use 20% of the available information, missing out on crucial insights. By automating the extraction process, healthcare professionals can save time and resources, allowing them to focus on providing better patient care.

Natural Language Processing 93

Natural Language Processing AI AI Artificial Intelligence 93

AWS Machine Learning Blog

MAY 9, 2023

We explain how to extract information from customer clinical data charts using Amazon Textract , then use the raw extracted text to identify discrete data elements using Amazon Comprehend Medical. We identify a few data fields within FHIR resources like patient ID, date of service, provider type, and name of medical facility.

AWS 68

AWS Natural Language Processing ML ML 68

Heartbeat

SEPTEMBER 25, 2023

Machine learning algorithms have transformed how healthcare professionals approach diagnosis, treatment planning, and patient care with the ability to analyze large amounts of data and recognize patterns. This tailored approach maximizes treatment efficacy, minimizes adverse reactions, and enhances patient outcomes.

Machine Learning 52

Machine Learning Machine Learning Algorithm Predictive Analytics 52

Data Science Dojo

JULY 27, 2023

With this project, users can build a simple system to manage student-related information efficiently. For example, teachers can use it to track and update student attendance, input grades, and retrieve student information when required.

Python 195

Python Data Visualization Artificial Intelligence Artificial Intelligence 195

Data Science Dojo

OCTOBER 11, 2023

This means faster response times and less strain on network resources. This swift data processing enables businesses to make well-informed decisions promptly, enhancing their agility and responsiveness in a fast-paced market. Some of the main characteristics of edge computing include: Speed: Faster data processing and analysis.

Data Science 300

Data Science Data Analysis Data Analysis Artificial Intelligence 300

Heartbeat

OCTOBER 23, 2023

Revolutionizing Healthcare through Data Science and Machine Learning Image by Cai Fang on Unsplash Introduction In the digital transformation era, healthcare is experiencing a paradigm shift driven by integrating data science, machine learning, and information technology.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Big Data Analytics 52

Data Science Dojo

SEPTEMBER 8, 2023

By the end of this journey, you’ll have a clear understanding of how Deep Learning utilizes historical data to make precise forecasts, ultimately saving valuable time and resources. AI provides engineers with a powerful toolset to make more informed decisions and enhance their interactions with the digital world.

Predictive Analytics 243

Predictive Analytics Analytics Analytics Deep Learning 243

IBM Journey to AI blog

NOVEMBER 15, 2023

This week, the CEO of WellnessWits, an IBM Business Partner, announced they embed watsonx in their app to help patients ask questions about chronic disease and more easily schedule appointments with physicians. This information will further refine and improve the information available to the agents. In the background, watsonx.ai

AI 88

AI AI Data Warehouse Database 88

Towards AI

MAY 20, 2023

With AI on a private cloud, organizations can ensure that everything, including custom Language Models (LLMs), remains within their secure cloud environment, preserving data privacy and allowing for complete control over their proprietary models and sensitive information. While these challenges can be significant, they are not insurmountable.

Natural Language Processing 98

Natural Language Processing Machine Learning Machine Learning Data Quality 98

Heartbeat

NOVEMBER 27, 2023

Medical image analysis involves extracting valuable information from various imaging modalities like X-rays, CT scans, MRI, ultrasound, and PET scans. These images aid in disease diagnosis, treatment planning, and monitoring patient progress. Deep learning automates and improves medical picture analysis.

Deep Learning 59

Deep Learning Deep Learning Machine Learning Machine Learning 59

Dataconomy

JUNE 7, 2023

Google Cloud Consulting, as a leading force in technology consulting, offers a comprehensive suite of services and resources. This straightforward approach empowers you to extract and emphasize valuable information from vast data sets, enabling you to make informed decisions.

Machine Learning 171

Machine Learning Machine Learning AI AI 171

IBM Journey to AI blog

JANUARY 18, 2024

Chatbots can help your customers and potential clients find or input information quickly by instantly responding to requests that use audio input, text input or a combination of both, eliminating the need for human intervention or manual research. Chatbots can: Provide fast answers to customer inquiries No one likes to wait for an answer.

Natural Language Processing 87

Natural Language Processing Machine Learning Machine Learning AI 87

phData

MAY 4, 2023

In today’s data-driven world, healthcare organizations generate massive amounts of data, including electronic health records, clinical data, patient feedback, and more. In this blog, we will review a few examples of how healthcare organizations use KNIME and Snowflake to improve patient outcomes and operational efficiency.

Predictive Analytics 52

Predictive Analytics Machine Learning Machine Learning Data Warehouse 52

IBM Journey to AI blog

JANUARY 3, 2024

This major milestone in FDA history made sure that physicians and their patients could fully trust in the strength, quality and safety of medications—an assurance we take for granted today. Then give them power and resources to perform the hard work. Mandate that outputs be auditable and explainable.

AI 73

AI AI Artificial Intelligence Artificial Intelligence 73

Heartbeat

MARCH 6, 2024

This project aims to analyze the medical factors of a patient, such as Glucose Level, Blood Pressure, Skin Thickness, Insulin Level, and many others, to predict whether the patient has diabetes or not. In particular, all patients here are females at least 21 years old of Pima Indian heritage.

Exploratory Data Analysis 52

Exploratory Data Analysis Support Vector Machines Data Analysis Data Analysis 52

ODSC - Open Data Science

FEBRUARY 8, 2023

As many know, the earlier cancer is found, the easier and less resource-intensive it is to treat the disease. It is a key example of how we invest and make the best use of the potential of innovative digital solutions under Europe’s Beating Cancer Plan to change the realities for cancer patients and their families.”

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Data Science AI 98

Smart Data Collective

JULY 11, 2023

In one of our articles, we mentioned that many nurses have used AI to provide better services to their patients. As AI-powered solutions revolutionize mental health, people can benefit from innovative tools and support systems that can assist them in improving their well-being. The healthcare industry is among them.

Artificial Intelligence 72

Artificial Intelligence Artificial Intelligence Predictive Analytics Algorithm 72

Tableau

NOVEMBER 14, 2021

It’s where you can access trusted resources built by both Tableau and our third-party partners to help you see faster time to value, address a large variety of use cases, and ultimately realize a greater return on your Tableau investment. Now, we’re expanding resources available to you by adding Tableau Accelerators.

Tableau 110

Tableau Data Analysis Data Analysis Analytics 110

Dataconomy

SEPTEMBER 11, 2023

Although its use remains in the gray area, telemetry data can provide you with the most accurate information you can get from an actively operating system. In fact, this data collection management, which most popular algorithmically based social media applications have been using for a long time, may not be as evil as we think.

Analytics 103

Analytics Analytics Algorithm ML 103

Dataconomy

SEPTEMBER 6, 2023

These reports help clients understand their security posture and make informed decisions about their cybersecurity strategy. Make sure the MSSP has the resources and expertise to handle large volumes of data and support your growth plans. Cybersecurity is a constantly evolving field, and threats change daily.

Azure 185

Azure AWS 185

Data Science Dojo

SEPTEMBER 11, 2023

The world we live in relies increasingly on natural language processing (NLP in short) for communication, information retrieval, and decision-making, making the evolution of language models not just a technological advancement but a necessity. This feature reduces the time and resources needed for model adaptation.

Natural Language Processing 195

Natural Language Processing Supervised Learning Algorithm Deep Learning 195

IBM Journey to AI blog

JULY 11, 2023

Artificial intelligence is used in healthcare for everything from answering patient questions to assisting with surgeries and developing new pharmaceuticals, benefitting both patients and healthcare systems. For example, doctors and other clinicians can dictate notes hands-free, giving them more face-to-face time with patients.

AI 55

AI AI Deep Learning Deep Learning 55

Pickl AI

AUGUST 24, 2023

Gartner defines- “ Big Data are high volume, high velocity or high-variety information assets that require new forms of processing to enable enhanced decision-making, insight discovery and process optimisation.” From supply chain management to resource allocation, Big Data helps identify inefficiencies, streamline processes, and reduce costs.

Big Data 52

Big Data Big Data Big Data Analytics Big Data Analytics 52

Dataconomy

JULY 5, 2023

Image: Kerem Gülen/Midjourney ) Resource crunch Running Character AI involves the consumption of substantial computational resources, such as memory and processing power. Here, users may need to familiarize themselves with the instructions or reach out to customer support for assistance.

AI 191

AI AI Machine Learning Machine Learning 191

Tableau

NOVEMBER 14, 2021

It’s where you can access trusted resources built by both Tableau and our third-party partners to help you see faster time to value, address a large variety of use cases, and ultimately realize a greater return on your Tableau investment. Now, we’re expanding resources available to you by adding Tableau Accelerators.

Tableau 91

Tableau Data Analysis Data Analysis Analytics 91

Dataconomy

MAY 31, 2023

However, with SolaaS, organizations can adjust their service levels and resources as required, ensuring that the solution aligns with their current demands. By outsourcing these tasks, businesses can focus their internal resources on more strategic activities and core competencies, ultimately improving productivity and innovation.

Data Scientist 113

Data Scientist Cloud Computing Analytics Analytics 113

AWS Machine Learning Blog

AUGUST 3, 2023

Features such as normalizing key fields and summarizing input data support faster cycles for managing document process workflows, while reducing the potential for errors. In the current scenario, you need to dedicate resources to accomplish such tasks using human review and complex scripts. This approach is tedious and expensive.

AWS 74

AWS AI AI ML 74

Pickl AI

DECEMBER 4, 2023

In the realm of Data Intelligence, the blog demystifies its significance, components, and distinctions from Data Information, Artificial Intelligence, and Data Analysis. Data Intelligence emerges as the indispensable force steering businesses towards informed and strategic decision-making. Imagine this: we collect loads of data, right?

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Dataconomy

JULY 26, 2023

With NLP-powered contract management tools, businesses can reduce the risk of errors and inconsistencies, speed up contract processing times, and ultimately save valuable time and resources. This ensures that contract managers can retrieve the required information promptly and make informed decisions.

Natural Language Processing 171

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 171