Biomedical text mining (including biomedical natural language processing or BioNLP) refers to the methods and study of how text mining may be applied to texts and literature of the biomedical and molecular biology domains. As a field of research, biomedical text mining incorporates ideas from natural language processing, bioinformatics, medical informatics and computational linguistics. The strategies developed through studies in this field are frequently applied to the biomedical and molecular biology literature available through services such as PubMed. (Wikipedia).
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
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
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