Unite.AI

OCTOBER 13, 2023

This data landscape can broadly be separated into two key categories: health data and operations data. Examples from this category include: Structured Electronic Medical Record (EMR) Data: These represent critical medical information like vital signs, lab results, and medications.

ML 283

ML Algorithm Natural Language Processing Machine Learning 283

Mlearning.ai

APRIL 17, 2023

For categorical features, we grouped each category and calculated the mean of the target prediction match and the mean difference between tthe target and predicted probability. Based on this analysis, we identified certain categories that performed poorly in distinguishing churned customers.

Machine Learning 52

Machine Learning Categorization Data Analysis Neural Network 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

Unite.AI

OCTOBER 27, 2023

The issue of the alleged identity of artificial intelligence as an object of research, mentioned in the title of the article, certainly does not cover all artificial intelligence systems, including many “electronic assistants” that do not claim to be legal entities. When defining the concept of the “electronic person”, P.

Artificial Intelligence 182

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Towards AI

JULY 19, 2023

Problem is addressed by a simple approach of using image classification with Transfer Learning to classify the images in two categories: Negative (Doesn’t contain Crack) and Positive (Contains Crack). Therefore, Now we conquer this problem of detecting the cracks using image processing methods, deep learning algorithms, and Computer Vision.

Computer Vision 81

Computer Vision Deep Learning Categorization Automation 81

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

In 2017, 94% of hospitals used electronic clinical data from their EHR. 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 199

Automation Machine Learning Artificial Intelligence Artificial Intelligence 199

Mlearning.ai

JUNE 4, 2023

Citing the original description: This is the classification based E-commerce text dataset for 4 categories — “Electronics”, “Household”, “Books” and “Clothing & Accessories”, which almost cover 80% of any E-commerce website. […] The dataset has been scraped from Indian e-commerce platform. . #

ChatGPT 52

ChatGPT LLM OpenAI Large Language Models 52

Defined.ai blog

JULY 31, 2022

Image Classification: Using predefined categories, image classification separates images into these categories to form a set. This helps detect and recognize different classes of objects. Polygon Lines: Polygon annotations are a precise way to annotate objects by only including the pixels that belong to them.

Computer Vision 52

Computer Vision Deep Learning Natural Language Processing Machine Learning 52

Marktechpost

JULY 1, 2023

Image generation, content detective, batch generation, search engine optimization and electronic commerce, writing and brainstorming, summarizing, paid advertising and social networking, and integrations are all available on the platform. In addition to the pre-set categories, users can use the Chat feature to make up their content.

Artificial Intelligence 89

Artificial Intelligence Artificial Intelligence AI AI 89

Google Research AI blog

DECEMBER 21, 2022

Arik, Research Scientists, Google Research, Cloud AI Team Analysis of Electronic Health Records ( EHR ) has a tremendous potential for enhancing patient care, quantitatively measuring performance of clinical practices, and facilitating clinical research. blood pressure) and categorical features with many or two categories (e.g.,

Categorization 52

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Unite.AI

NOVEMBER 7, 2023

But why has the power electronics sector lagged so far behind the very products it supports? One reason: slow, uninspiring innovation to 1950s-era industry standard components, lacking the kind of true disruptive technology breakthroughs that pushed so many other categories forward into the 21st century. The good news?

Automation 162

Automation AI AI 162

Chatbots Life

APRIL 19, 2024

Real-World Example To better illustrate the potential of this integration, let’s explore a real-world scenario: Imagine you run an e-commerce store that sells a variety of electronic gadgets, and you’ve integrated the WhatsApp Business API with Dialogflow to create a sophisticated chatbot.

Chatbots 52

Chatbots Natural Language Processing Automation Python 52

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

John Snow Labs

APRIL 22, 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 64

NLP Categorization Natural Language Processing BERT 64

John Snow Labs

AUGUST 14, 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 Deep Learning 52

John Snow Labs

SEPTEMBER 4, 2023

The model’s details can be found in the paper titled “ Med7: a transferable clinical natural language processing model for electronic health records ” authored by Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, and Alejo Nevado-Holgado, published as an arXiv preprint in 2020. Trained on the MIMIC-III dataset, it is compatible with spaCy v3+.

NLP 52

NLP Natural Language Processing Python Categorization 52

AWS Machine Learning Blog

DECEMBER 4, 2023

In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. An effective solution to this problem is the prediction of product categories. Our results speak volumes about our approach’s effectiveness.

BERT 95

BERT Auto-complete Data Scientist Machine Learning 95

Pragnakalp

NOVEMBER 8, 2023

Real-World Example To better illustrate the potential of this integration, let’s explore a real-world scenario: Imagine you run an e-commerce store that sells a variety of electronic gadgets, and you’ve integrated the WhatsApp Business API with Dialogflow to create a sophisticated chatbot.

Chatbots 52

Chatbots Natural Language Processing Python Automation 52

Pickl AI

NOVEMBER 3, 2023

Different Approaches to Stock Trading Although there are many different approaches to trading stocks, they may be roughly divided into two main categories: Fundamental Analysis: Includes analyzing a company’s financial situation, revenue, earnings, and overall market position.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm AI 52

Ofemwire

NOVEMBER 21, 2023

” “I’m interested in understanding the nuances of selling in specific Amazon categories, such as electronics or beauty products.

ChatGPT 52

ChatGPT Algorithm AI AI 52

TheSequence

MAY 12, 2024

The papers cover categories such as agents, frontier computer vision and foundational learning —> Read more. Samsung Medison, a global medical equipment company affiliated with Samsung Electronics, acquired AI ultrasound company Sonio. Panax raised $10 million for its AI cash management platform. million pre-seed.

AI Strategy 116

AI Strategy AI AI Software Engineer 116

Mlearning.ai

APRIL 17, 2023

People usually buy clothing, shoes, cosmetics, electronics, household goods, food and beverage items from shopping malls. These data include information such as categories of shopping, gender and age of customers, shopping center, transaction date, unit price of the purchased product, and the number of products purchased.

Data Analysis 52

Data Analysis Categorization Explainability ML 52

AssemblyAI

MARCH 21, 2023

The following figure aims at illustrating the distribution of GNN papers across 22 categories. Distribution of GNN papers across 22 distinct categories ( source ) As we can see, GNNs have seen impressive growth in AI research and their impact is distributed across vastly different domains. Enjoyed this article?

Neural Network 317

Neural Network Deep Learning AI AI 317

Unite.AI

APRIL 22, 2024

I was always fascinated by electronic devices, often finding myself exploring and trying to understand how they worked. Ticket Assignment : The system assigns the ticket to a support agent based on the ticket's category, priority, and the agent's experience with similar issues. As I grew older, this curiosity led me to coding.

Software Engineer 147

Software Engineer AI Modeling Generative AI Large Language Models 147

Towards AI

JULY 21, 2023

GitHub (profile pic of the year candidate): sooftware/KoSpeech 1Kakao Brain 2 The Kwangwoon University of Electronic Information Technology 3 The Kwangwoon University of Information… github.com Data Readiness for Applied NLPers Taking data seriously in NLP?

NLP 89

NLP Natural Language Processing Machine Learning ML 89

AWS Machine Learning Blog

MAY 15, 2023

To improve accuracy, we used category and subcategory metadata, which helped the model understand the relationship between certain products, including complementary and substitutes. For example, for beverages, we provide an additional flag for snacks since the two categories are complementary to each other.

Neural Network 68

Neural Network Convolutional Neural Networks Metadata Data Scientist 68

Mlearning.ai

MAY 16, 2023

They have multiple data sources including electronic health records, claims data, and patient surveys. You need to calculate the total revenue generated by the company in the previous quarter, broken down by product category. The key is the product category, and the value is the revenue generated by orders in that category.

Explainability 52

Explainability ETL Big Data Machine Learning 52

Flipboard

MARCH 7, 2023

At this stage, the data contains call and chat transcripts, sentiment scores, detected issues, and categories. The resolution categories were specified by the ISG team, and the resolutions needed to be labeled based on these categories. Yunfei is a PhD in Electronic and Electrical Engineering.

ML 95

ML Deep Learning AI AI 95

Topbots

APRIL 15, 2024

These advanced semiconductors are not just components in consumer electronics; they are pivotal to the economy, national security, and critical infrastructure of any country, highlighting the strategic importance of these capabilities. Additionally, U.S.

AI 59

AI AI Automation Generative AI 59

Towards AI

MARCH 7, 2024

or “What were the total sales in Q4 2021?” Aggregation Queries: Questions that require summarizing data, like calculating averages, sums, counts, etc., for example, “What is the average price of all listed products?”

Python 57

Python OpenAI AI AI 57

Marktechpost

JULY 22, 2023

To decipher genetic architecture disrupted in illness and aid in creating medicines to target it, machine learning has been used to analyze high-throughput molecular interactomes and electronic medical record data. First, the group’s illnesses and associated drug-disease edges are copied to the test set.

Deep Learning 52

Deep Learning Neural Network Machine Learning Explainability 52

Ines Montani

DECEMBER 14, 2023

Use the sidebar to navigate by category or expand the map to view it in a new window. Resident Advisor : Club nights and concerts focused on electronic music. This guide collects some of my personal favourite places and recommendations, including restaurants, cafés, bars, shopping, activities, museums and practical tips.

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AWS Machine Learning Blog

MAY 8, 2024

Then, the selected features associated with the churn reason are further classified into two categories: network issue-based and non-network issue-based. Eng (Hons) in Electronics and Telecommunication Engineering from the University of Moratuwa. He holds an MBA from PIM, University of Sri Jayawardenepura, and a B.Sc.

ML 89

ML AI AI Categorization 89

Towards AI

JULY 19, 2023

GitHub (profile pic of the year candidate): sooftware/KoSpeech 1Kakao Brain 2 The Kwangwoon University of Electronic Information Technology 3 The Kwangwoon University of Information… github.com Data Readiness for Applied NLPers Taking data seriously in NLP?

NLP 40

NLP Natural Language Processing Machine Learning ML 40

Mlearning.ai

DECEMBER 21, 2023

Categories of Design Patterns Design patterns are broadly categorized into three types: Creational Patterns : Simplify object creation. Best Design Patterns to Use, with Examples Strategy Pattern : The Strategy Pattern falls under the category of Behavioral Design Patterns. by changing the strategy object associated with `SortedList`.

Software Engineer 52

Software Engineer Software Development DevOps Algorithm 52

Snorkel AI

OCTOBER 31, 2023

This paper represents the first longitudinal electronic health records (EHR) benchmark for evaluating pre-trained foundation models (FM) and open sources the weights and data processing pipeline to allow other researchers to reproduce the group’s work. EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models Wornow et al.

AI Researcher 59

AI Researcher AI Research Auto-classification Large Language Models 59