Biomedical text mining

Lecture 5 — Text Representation - Part 1 | UIUC

From playlist Text Mining and Analytics [FULL COURSE] | UIUC

Linear regression

Linear regression is used to compare sets or pairs of numerical data points. We use it to find a correlation between variables.

From playlist Learning medical statistics with python and Jupyter notebooks

Lecture01 Introduction to this course on medical statistics

A new course in medical statistics using widely available spreadsheet software.

From playlist Medical Statistics

Understanding Matrices and Matrix Notation

In order to do linear algebra, we will have to know how to use matrices. So what's a matrix? It's just an array of numbers listed in a grid of particular dimensions that can represent the coefficients and constants from a system of linear equations. They're fun, I promise! Let's just start

From playlist Mathematics (All Of It)

Fellow Short Talks: Dr Maria Liakata, University of Warwick

Bio Maria has a DPhil from the University of Oxford on learning pragmatic knowledge from text and her research interests include text mining, natural language processing (NLP), related social and biomedical applications, analysis of multi-modal and heterogeneous data (text from various so

From playlist Short Talks

Chapter06_Spreadsheet_software_vignette

Most medical research data is initially capture using Microsoft Excel. Let's have a look.

From playlist Learning medical statistics with python and Jupyter notebooks

Scientific Notation and Their Operations

Everything you need to know about scientific notation. Like what scientific notation and standard notation is, a detailed explanation of what the typical scientific notation template looks like. You'll learn how to convert from scientific notation to standard notation and from standard not

From playlist The Math You'll Use in Chemistry

What’s new in Stanford NLP and Stanza

Presented by: John Bauer, Research Programmer at Stanford University In this talk, I will discuss updates to Stanza, our Python natural language processing toolkit supporting 70 human languages. Compared to existing widely used toolkits, Stanza features a language-agnostic fully neural pi

From playlist NLP Summit 2021

Types of Matrices and Matrix Addition

Alright, so we know what matrices are and we can use them to solve systems of linear equations, but we also have to do algebra with them! Let's start with the simplest operation of all, let's learn how to add two matrices together. Watch the whole Mathematics playlist: http://bit.ly/ProfD

From playlist Mathematics (All Of It)

Fine-tune ChatGPT w/ in-context learning ICL - Chain of Thought, AMA, reasoning & acting: ReAct

Prompt engineering was yesterday. New insights into in-context learning to achieve significant better results w/ all autoregressive LLMs (like ChatGPT, BioGPT or PaLM540B). Latest research on Chain-of-Thought Prompting (CoT) and ReAct, combining reasoning and action (agent receives externa

From playlist Large Language Models - ChatGPT, GPT-4, BioGPT and BLOOM LLM explained and working code examples

Analyzing Biomedical and Clinical Text with the Stanza Python NLP Library | Healthcare NLP Summit

Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/ Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/ Watch all Healthcare NLP Summit 2021 sessions: https://www.nlpsummit.org/ The growing interest in biomedical and clini

From playlist Healthcare NLP Summit 2021

Linear Algebra for Computer Scientists. 1. Introducing Vectors

This computer science video is one of a series on linear algebra for computer scientists. This video introduces the concept of a vector. A vector is essentially a list of numbers that can be represented with an array or a function. Vectors are used for data analysis in a wide range of f

From playlist Linear Algebra for Computer Scientists

The Unified NLP Platform

Presented by: David Talby - CTO of John Snow Labs This keynote describes how the components of the Spark NLP ecosystem – Spark NLP, NLU, Healthcare NLP, Spark OCR, Auto NLP, Annotation Lab, NLP Server, Models Hub – come together as a unified architecture that greatly accelerates your abil

From playlist Healthcare NLP Summit 2022

Accelerating Healthcare Innovation: Finding Answers Faster Using NLP Models and Dedicated AI Compute

Presented by: Natalia Vassilieva = Director of Product at Cerebras Systems The pace of new research in the healthcare and pharmaceutical industries is astounding, and while this progress promises to uncover new disease correlations and treatment methods, it also produces massive amounts o

From playlist Healthcare NLP Summit 2022

Searching Freely: Using GPL for Semantic Search ft. Nils Reimers

We’re excited to host Nils Reimers, creator of SBERT and researcher at HuggingFace, to talk about the latest advances in semantic search. This time, he’ll be demonstrating the power of training sentence transformer models using Generative Pseudo-Labeling (GPL), and how this can enable sema

From playlist Talks

Frontiers of AI in Medical Imaging for Clinical Decision Making

From the November 1st, 2017 Human AI Collaboration: A Dynamic Frontier Conference; Daniel Rubin, Associate Professor of Biomedical Data Science, Radiology, Medicine (Biomedical Informatics Research), and Ophthalmology (courtesy), Stanford University looks at... 1. There is much variabilit

From playlist Human AI Collaboration: A Dynamic Frontier Conference

Lecture 36 — Text Categorization Motivation | UIUC

From playlist Text Mining and Analytics [FULL COURSE] | UIUC

Google Docs: Text Basics

In this video, you’ll learn more about the basics of working with text in Google Docs. Visit https://www.gcflearnfree.org/googledocuments/text-basics/1/ for our text-based lesson. In this video, you’ll learn the basics of finding and replacing text in Word 2016. Visit https://www.gcflearn

From playlist Google Docs

Biomedical Data Science Initiative at Stanford

From population health to personalized medicine, from modeling atoms to modeling the atmosphere, the Stanford Biomedical Data Science Initiative seeks to use large scale computing and data analysis to improve human health. It brings Stanford's legendary technology innovation to the frontie

From playlist Stanford Medicine

Stanza: A Multi-lingual Multi-domain Python Natural Language Processing Toolkit | NLP Summit 2020

Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/ Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/ Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/ The growing availability of open-source natural languag

From playlist NLP Summit 2020