IBM Journey to AI blog

JANUARY 22, 2024

The organization is processing data for reasons of the public interest, such as journalism or public health. The organization takes extra precautions when processing children’s data or special category data. Special category data includes highly sensitive data like a person’s race and biometrics.

Automation 216

Automation Explainability 216

Unite.AI

JUNE 14, 2023

This category includes AI systems that pose a significant threat to health, safety, or fundamental rights. The board will facilitate the consistent application and implementation of the new law across the EU and provide a platform for exchanging best practices.

Artificial Intelligence 275

Artificial Intelligence Artificial Intelligence AI AI 275

Unite.AI

MARCH 18, 2024

The growth in the adoption of wearable devices and sensors that collect continuous health data improves patient outcomes with real-time monitoring and data analysis that can deliver early detection and intervention outcomes. Looking ahead, what emerging AI technologies do you find most promising for business applications?

Automation 306

Automation AI Strategy Algorithm Robotics 306

IBM Journey to AI blog

FEBRUARY 23, 2024

For example, a business that collects user health data needs stronger protections than one that collects only email addresses. Identify and protect special category data When inventorying data, organizations should make a note of any especially sensitive data that requires extra protection.

Automation 204

Automation Explainability OpenAI ChatGPT 204

Towards AI

FEBRUARY 26, 2024

Introduction Project Objective or Goal: Given various medical indicators of horses, we are going to predict the health outcomes of horses based on the given indicators.Evaluation:Submissions are evaluated on micro-averaged F1-Score between predicted and actual values. outcome’: Outcome of the horse’s health condition.

Machine Learning 104

Machine Learning Categorization Data Analysis Python 104

Explosion

JUNE 12, 2023

ABSTRACT The extraction of patient signs and symptoms recorded as free text in electronic health records is critical for precision medicine. We have examined inter-rater agreement for annotating neurologic concepts in clinical notes from electronic health records.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Natural Language Processing Automation 52

Aiiot Talk

FEBRUARY 1, 2024

There are five main categories of PPE. Other industries — such as health care — have used AI to detect whether people are wearing PPE properly. However, the specific types someone uses will vary depending on their task and the substances used for the experiment. AI can also be used to a wider degree regarding PPE.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Robotics AI 130

Marktechpost

JULY 27, 2023

Alcohol, a prevalent health concern, represents 5.1% The test dataset used by research scholars for evaluation is used in the ABIDLA2 paper, ABD22, containing eight beverage categories. The ABIDLA2 model outperformed ZSL in identifying specific beverage categories. However, ZSL using descriptive phrases (e.g.,

Deep Learning 52

Deep Learning Algorithm AI Researcher AI Research 52

Towards AI

JULY 19, 2023

Photo by Maud CORREA on Unsplash Computer Vision Using Computer Vision Introduction Crack detection is crucial in monitoring the health of infrastructural buildings. This helps determine the degradation level, structural health, and carrying capacity of the concrete structures.

Computer Vision 88

Computer Vision Deep Learning Categorization Automation 88

IBM Journey to AI blog

NOVEMBER 8, 2023

This list includes 16 wide categories, such as all soft cheeses, nut butters, crustaceans, leafy greens and fresh-cut fruits. Execute and set up reporting: Implement the system with the capability to monitor and measure through automated reporting (including tracking missing data and data health, as well as origin traceability).

ESG 286

ESG Automation 286

DataRobot Blog

JULY 13, 2022

DataRobot AIX 22 featured many of our customers and partners sharing their stories of growth and impact, including CVS Health, Phoenix Children’s, McLaren Racing, State of West Virginia, Google Cloud, and BCG. DataRobot is a category-defining company that has set an unmatched pace of innovation in the market.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 105

Allen AI

DECEMBER 31, 2023

For example, plastic debris in our oceans is a well known threat to our health and the health of marine ecosystems, and this month a lab from EPFL created a computer vision model that can detect marine plastic at global scale [ blog , paper , code ]. Threats to our planet’s health affect us all.

Computer Vision 94

Computer Vision AI AI Artificial Intelligence 94

IBM Journey to AI blog

OCTOBER 16, 2023

Filtering email ML algorithms in Google’s Gmail automate filtering customers’ email into Primary, Social and Promotions categories while also detecting and rerouting spam to a spam folder. In genetic research, gene modification and genome sequencing, ML is used to identify how genes impact health.

Machine Learning 124

Machine Learning ML Algorithm Chatbots 124

Unite.AI

DECEMBER 21, 2023

The Semrush SEO tools are divided into four categories: Competitive Research Tools Keyword Research Tools Link Building Tools On-Page & Tech SEO Tools 1. To begin a backlink audit, select the domain and add the brand name, domain categories, and target countries optionally.

AI Tools 245

AI Tools Categorization Explainability AI 245

Towards AI

APRIL 7, 2024

The dataset originated from Health Verity, one of the largest healthcare data ecosystems in the US. Probabilities are used to place values in different categories, i.e., if the probability is more than 50%, then ‘1’ or else 0.The Figure 2: A quick look at the data. You will require the following libraries for this project.

Machine Learning 121

Machine Learning Data Analysis Data Science Automation 121

IBM Journey to AI blog

MAY 12, 2023

A global fast-moving consumer goods (FMCG) enterprise needed to modernize its product portfolio, focusing on high-growth categories like pet care, coffee and consumer health.

DevOps 205

DevOps Conversational AI Automation AI 205

Marktechpost

AUGUST 4, 2023

Booke AI also offers a Chrome extension for Xero and QuickBooks, making it easier to sort transactions into categories and flag unidentified bank feed transactions. A company’s financial health, bottom line, and prospects can all benefit from these suggestions.

AI Tools 95

AI Tools Artificial Intelligence Artificial Intelligence Automation 95

TensorFlow

FEBRUARY 3, 2023

After overindulging over the holidays, I resolve to eat healthier, exercise more, spend more time with friends and family, and prioritize my mental health…but they're not *New Year's* resolutions I swear! Text Classification - classify text into a set of defined categories, such as positive or negative sentiment.

Machine Learning 52

Machine Learning ML Categorization Python 52

John Snow Labs

MAY 10, 2023

NLP in Electronic Health Records (EHR) Electronic Health Records ( EHRs ) are a digital version of a patient’s medical history. They input the HOW and the WHY of their patients’ sufferings into chart notes and those notes go into the Electronic Health Records as free text data.

Natural Language Processing 52

Natural Language Processing NLP Categorization Big Data 52

Viso.ai

APRIL 25, 2024

We’ve split the lightweight models into four different categories: face recognition, healthcare, traffic, and general-purpose machine learning models. Lightweight CNN Architecture for Anomaly Detection in E-health Yatbaz et al. 2021) published their research Anomaly Detection in E-Health Applications Using Lightweight CNN Architecture.

Computer Vision 52

Computer Vision Deep Learning Convolutional Neural Networks Python 52

Viso.ai

JANUARY 4, 2024

Unlike simple segmentation that might just separate foreground from background, semantic segmentation categorizes all pixels in an image into predefined categories. Each pixel in the image is classified and segmented to represent distinct objects or regions based on semantic categories. There are a few different dimensions to this.

Computer Vision 52

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 52

IBM Journey to AI blog

MARCH 8, 2024

Let’s take a closer look at several types of renewable energy resources and the trends taking shape in each category. Renewable energy growth by type Broad policy measures notwithstanding, policy support often varies depending on the type of renewable energy in question.

ESG 183

ESG 183

Dlabs.ai

AUGUST 21, 2023

Companies must be wary about data privacy, especially in sectors where sensitive data, like health or personal information, is prevalent. Each category might have different implications for both ethics and legality. Data Privacy In AI projects, it’s not just about having data.

Large Language Models 98

Large Language Models Automation Categorization AI Modeling 98

Dlabs.ai

NOVEMBER 14, 2021

Diabetics just have to factor in one consideration: monitoring their health on a daily basis. And for clarity, we’ll divide the apps into three categories: nutrition , daily journal , and blood glucose monitors. Dario Health Dario Health offers users a complete solution for personal diabetes management. Let’s begin.

Automation 52

Automation 52

Mlearning.ai

JANUARY 29, 2024

Converting the data types from object to category. This trend can be attributed to the fact that women tend to undergo various health changes after the age of 20, including pregnancy, which often involves taking medication and increases the likelihood of experiencing adverse reactions. Converting distinct values of age to age bins.

Data Science 52

Data Science Categorization Data Analysis Machine Learning 52

Viso.ai

DECEMBER 19, 2023

Lung cancer classification model to analyze CT medical imaging in medical and healthcare AI applications Image classification techniques are mainly divided into two categories: Supervised and unsupervised image classification techniques. The categorization law can be applied through one or multiple spectral or textural characterizations.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

Dlabs.ai

AUGUST 21, 2023

Companies must be wary about data privacy, especially in sectors where sensitive data, like health or personal information, is prevalent. Each category might have different implications for both ethics and legality. Data Privacy In AI projects, it’s not just about having data.

Large Language Models 98

Large Language Models Automation AI Modeling AI 98

DataRobot Blog

FEBRUARY 14, 2022

Model explainability is typically grouped into the categories of Global Explainability and Local Explainability. DataRobot offers three primary explainability features in MLOps: Service Health , Data Drift , and Accuracy. Service Health. Service Health answers these questions and more.

Explainable AI 52

Explainable AI Explainability Machine Learning Data Drift 52

John Snow Labs

APRIL 18, 2024

Regularly updated and built with cutting-edge algorithms, the Healthcare library aims to streamline information processing and empower healthcare professionals with deeper insights from unstructured medical data sources, such as electronic health records, clinical notes, and biomedical literature.

NLP 40

NLP BERT Categorization Automation 40

IBM Journey to AI blog

MAY 26, 2023

IBM is also the launch partner for the AWS Security Competency across all newly announced security categories, becoming the fastest Global GSI to secure more AWS competencies and certifications among Top-16 AWS Premier GSIs within 18 months.

Automation 202

Automation Machine Learning Artificial Intelligence Artificial Intelligence 202

John Snow Labs

AUGUST 3, 2023

Smith works as a cleaning assistant and cannot access health insurance or paid sick leave.""" This release comes with the first NER models that are augmented by the LangTest library for robustness and bias as well as a support for RxHCC risk score calculation in the latest versions.

NLP 97

NLP Metadata Algorithm 97

Google Research AI blog

MARCH 14, 2023

If TAF was not seen, the case was scored as “absent”, and if TAF was observed, then “unifocal”, “multifocal”, and “widespread” categories were used to indicate the relative quantity. Webster, Lily H. Peng, Po-Hsuan Cameron Chen, Marialuisa Lavitrano, David F. Steiner, Kurt Zatloukal, Fabio Pagni.

Deep Learning 95

Deep Learning ML Machine Learning Explainability 95

Allen AI

JULY 27, 2023

For example, the potential risk or harm of using a dataset trained on public information is very different from one trained on health data, yet both are “datasets” and would ordinarily be released under the same dataset license. Using this approach, the greater the risk of harm, the higher the risk category.

Responsible AI 52

Responsible AI AI AI AI Developer 52

Mlearning.ai

AUGUST 1, 2023

This is particularly true in the health area because the amount of available data is limited (especially in the case of rare diseases), and highly confidential so difficult to share. Synthetic data is also a good solution to overcome the difficulties of accessing data.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm AI 52

Unite.AI

JUNE 30, 2023

The Emotion AI technology that is used at Cogito was first validated by assisting healthcare providers to detect early signs of PTSD and other mental health disorders in soldiers returning from combat. Cogito uses a ‘fairness’ dataset comprised of a large body of audio data where the speakers self-report different demographic categories.

Emotion AI 296

Emotion AI Machine Learning Conversational AI Natural Language Processing 296

IBM Journey to AI blog

JULY 12, 2023

Create the right response: The organization’s leaders will want to determine a reasonable recovery time objective (RTO) and recovery point objective (RPO) for each service and data category their company faces. RTO is usually measured with a simple time metric, such as days, hours or minutes.

Artificial Intelligence 100

Artificial Intelligence Artificial Intelligence AI AI 100

John Snow Labs

AUGUST 30, 2023

Model Overview The two NER models we will examine are ner posology and med7 , where both the models recognizes seven categories, including Drug, Duration, Strength, Form, Frequency, Dosage, and Route. For each test category, we will specify the minimum pass rates and additional parameters where applicable.

NLP 52

NLP Natural Language Processing Python Responsible AI 52