Artificial Intelligence

a guide to artificial intelligence in medicine and health sciences education

Lists of AI tools

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Citation and Research Assistance Tools

The following tools were developed to assist with research tasks:

CitationChaser

CitationChaser performs backwards and forwards citation analysis to an inputted article.

Consensus

Consensus is a search engine that uses AI to extract and distill findings from peer-reviewed sources. Subject matter coverage ranges from medical research and physics to social sciences and economics. It utilizes the Semantic Scholar dataset.

Elicit

This tool helps automate research workflows, like creating literature reviews, brainstorming, summarization, and text classification. Elicit utilizes the Semantic Scholar dataset.

Polyglot

Polyglot Search Translator will translate a provided search phrase designed for PubMed into appropriate syntax for various academic databases. Note: It cannot look up equivalent subject headings for various databases, outputs must be verified.

PubMed PubReMiner

PubReMiner is a tool provided by PubMed that conducts text mining and subject heading searches based on a set of relevant PMIDs (PubMed unique identifiers). It can also help identify top authors in a field.

Research Rabbit

This will provide a seed article that allows you to retrieve recommended papers, visualize networks of papers and authors, and get alerts about additional relevant research. It integrates with Zotero and allows for collaborative research sharing.

Semantic Scholar

A project at the Allen Institute for AI, it indexes over 200 million academic papers sourced from publisher partnerships, data providers, and web crawls.

Yale MeSH Analyzer

Enter up to 20 PubMed unique identifiers (PMIDs) of records that are relevant to your topic and then visualize, in a tabular format, what MeSH terms were assigned to the records. Allows you to visually analyze any patterns of assigned MeSH terms, e.g., more frequently used MeSH terms.

ChatGPT and Bing Chat Generative AI Legal Research Guide (University of Arizona Law Library)

Chatbots

ChatGPT

  • OpenAI’s large language model chatbot
  • The version of ChatGPT that is free to the public uses ChatGPT3.5, which cannot access the internet. In order to use the newer ChatGPT4, which can access the internet in order to generate answers, you must buy a $20 a month subscription
  • ChatGPT3.5 (the free, publicly accessibly ChatGPT) version was trained on data from before 2021, so it can’t pull from any newer data to create responses to user queries
  • OpenAI's Prompt Engineering Guide

Gemini

  • Google’s large language model response to ChatGPT, which works very similarly, but provides links to search results similar to the prompt provided

Microsoft Copilot

  • Formerly Bing Chat, Microsoft Copilot can be integrated with Microsoft products including Edge 
  • This 2024 Maria Diaz Verge article has good how-to instructions for Copilot

Image-generating AI

Dall-E3

  • Created by OpenAI, the company behind ChatGPT
  • "DALL·E 3 is built natively on ChatGPT, which lets you use ChatGPT as a brainstorming partner and refiner of your prompts. Just ask ChatGPT what you want to see in anything from a simple sentence to a detailed paragraph." OpenAI 2024

Bing Image Creator

  • created by Microsoft
  • powered by Dall-E AI
  • produces 4 images per prompt
  • must log into a Microsoft account to use
  • access this tool in the same place as Bing Chat: "To get your image, all you have to do is ask Bing Chat to draw you any prompt you'd like." (Ortiz 2023)

DreamStudio

  • created by Stability AI
  • runs on SDXL 1.0 AI
  • 1 image per 1.8 credits, $1 per 100 credits, 25 free credits when you open account, by purchase once you run out
  • this is the online version of the Stable Diffusion downloadable AI image-generation program
  • can specify in your prompt what you don't want in the image

Resources on learning how to use AI

Academic Integrity Reminder

Be sure that it is ethical to use AI in your context

See UND's Code of Student Life for guidance on use of AI or re-use of AI-generated content (section II.B specifically covers "cheating" and plaigarism)

Refer to the ethical guidelines of your professional organization.

When publishing, look for journal policies on use of AI or inclusion of AI as a co-author. Most journals prohibit AI as a co-author.

Fact-check. Many AI lie.

Many AI cannot access the internet to look up answers or references. ChatGPT, for example, is a large language model which can only make predictions of what word is likely to follow another in a sequence based off the frequencies of words present in the dataset used to train it. The free version of ChatGPT, 3.5, was trained on pre-2021 data, and cannot access the internet, so it cannot look up an answer to a question. In effect, ChatGPT was created to mimic human speech, not to say truthful things.

Hallucinations and fabrications are “…mistakes in the generated text that are semantically or syntactically plausible but are in fact incorrect or nonsensical. In short, you can’t trust what the machine is telling you.” (Smith 2023)

Even large language models that can access the internet may fabricate information: "Why you shouldn’t trust AI search engines" Melissa Heikkiläarchive February 14th, 2023, MIT Technology Review​.

Fact-check any references or details outputted by an AI if you intend to re-use the information.