empowereing practice in healthcare with generative AI. How to use vairous AI tools to enhance and empowere healthc are practice inlcuidng teaching and research
What exactly is ChatGPT? ChatGPT is an open-source ChatGPT framework that allows developers to build their own ChatGPT using pre-built modules. The framework is built using NodeJS, AngularJS, ExpressJS, MongoDB, Redis, and Docker.
ChatGPT is a cutting-edge language model developed by OpenAI that is changing the way people interact with artificial intelligence. With advanced machine learning algorithms and a highly flexible design, ChatGPT makes it easy to generate human-like text based on a wide range of prompts. Whether you're building a chatbot, composing a report, or creating some creative writing, ChatGPT has you covered. One of the biggest advantages of ChatGPT is its ability to learn from the vast amounts of text data it has been trained on, continuously improving its performance over time. This means that the responses generated by ChatGPT are more accurate and relevant than ever before.
As an AI language model, ChatGPT is a program consisting of a large neural network that has been trained on vast amounts of textual data. Specifically, ChatGPT is a variant of the GPT (Generative Pre-trained Transformer) family of models developed by OpenAI.
Tech adoption for AI ML has been rapidly growing over the globe and ChatGPT is the game changer. Artificial intelligence and Machine learning are uplifting internet era with swift solutions for users. https://www.9series.com/blog/revolutionary-chatgpt/
My presentation today about ChatGPT, Open AI, conversational AI, and the Future Of Work. Includes survey data from the audience. Presented at our Constellation Research Execution Network monthy Office Hours of CIOs, CDOs, and other CXOs.
What exactly is ChatGPT? ChatGPT is an open-source ChatGPT framework that allows developers to build their own ChatGPT using pre-built modules. The framework is built using NodeJS, AngularJS, ExpressJS, MongoDB, Redis, and Docker.
ChatGPT is a cutting-edge language model developed by OpenAI that is changing the way people interact with artificial intelligence. With advanced machine learning algorithms and a highly flexible design, ChatGPT makes it easy to generate human-like text based on a wide range of prompts. Whether you're building a chatbot, composing a report, or creating some creative writing, ChatGPT has you covered. One of the biggest advantages of ChatGPT is its ability to learn from the vast amounts of text data it has been trained on, continuously improving its performance over time. This means that the responses generated by ChatGPT are more accurate and relevant than ever before.
As an AI language model, ChatGPT is a program consisting of a large neural network that has been trained on vast amounts of textual data. Specifically, ChatGPT is a variant of the GPT (Generative Pre-trained Transformer) family of models developed by OpenAI.
Tech adoption for AI ML has been rapidly growing over the globe and ChatGPT is the game changer. Artificial intelligence and Machine learning are uplifting internet era with swift solutions for users. https://www.9series.com/blog/revolutionary-chatgpt/
My presentation today about ChatGPT, Open AI, conversational AI, and the Future Of Work. Includes survey data from the audience. Presented at our Constellation Research Execution Network monthy Office Hours of CIOs, CDOs, and other CXOs.
ChatGPT has the potential to save time and resources for researchers by automating tasks that would otherwise require significant manual effort. However, it is important to ensure that the use of ChatGPT in research is conducted ethically and transparently, and that the results are validated and interpreted appropriately.
This is a collection of prompt examples to be used with the ChatGPT model.
The ChatGPT model is a large language model trained by OpenAI that is capable of generating human-like text. By providing it with a prompt, it can generate responses that continue the conversation or expand on the given prompt.
Seminar on ChatGPT Large Language Model by Abhilash Majumder(Intel)
This presentation is solely for reading purposes and contains technical details about ChatGPT fundamentals
How AI is going to change the world _M.Mujeeb Riaz.pdfMujeeb Riaz
How AI is going to change the world?
"AI: The Future of Our World“
"AI and its Transformative Impact on the World: Understanding the Potential of Chatbots and Conversational AI"
What is Artificial Intelligence and how it works?
What are Chatbots?
What Is ChatGPT?
Difference between chatGPT 3 and chatGPT 4?
Is Jasper artificial intelligence?
What is Character AI and how it works?
How chatGPT is going to change the world?
Why we are calling ChatGPT the future?
This presentation is detailed on the topic of ChatGPT and covering other topics of Open AI like Whisper, Music, and Dall e. Made this with the sole purpose of my own presentation in class. With this presentation, I got 9.65 points out of 10, the best among the class. Hope You like it too.
As a data science Intern at Leapcheck Services private limited, I have developed a naive chatbot using sequence to sequence model by LSTM of RNN. Sharing the tutorial which I made explicitly for the deep learning enthusiasts to
provide them a basic insight on how chatbot can be developed with the help of recurrent neural network.
Let's talk about GPT: A crash course in Generative AI for researchersSteven Van Vaerenbergh
This talk delves into the extraordinary capabilities of the emerging technology of generative AI, outlining its recent history and emphasizing its growing influence on scientific endeavors. Through a series of practical examples tailored for researchers, we will explore the transformative influence of these powerful tools on scientific tasks such as writing, coding, data wrangling and literature review.
Details regarding the working of chatgpt and basic use cases can be found in this presentation. The presentation also contains details regarding other Open AI products and their useability. You can also find ways in which chatgpt can be implemented in existing App and websites.
A one day workshop on the use of AI in Healthcare for practice, teaching and research.
The Resource Material for the "AI in Healthcare" workshop serves as an essential guide for healthcare professionals who aim to harness the transformative power of Artificial Intelligence (AI) in clinical practice, medical education, and research. Developed under the expertise of Dr Vaikunthan Rajaratnam, this comprehensive package is designed to complement the workshop, providing both foundational knowledge and practical tools for immediate application.
Unlocking the Power of ChatGPT and AI in Testing - NextSteps, presented by Ap...Applitools
Gain insights into the practical applications of ChatGPT, Bard, and other AI-based technological advancements, including GitHub CoPilot and Applitools Self-Healing Cloud, in this session with Anand Bagmar. Through specific use cases, Anand demonstrates how to enhance test automation processes—making them faster, more stable, and easier to implement.
Session recording and more info at applitools.com
Uncover how these tools can revolutionize your testing strategies and stay ahead of the curve in the ever-evolving world of test automation.
Academic writing is the backbone of scholarly communication and is vital in knowledge dissemination. However, it can often be challenging and time-consuming, requiring meticulous attention to detail and adherence to established conventions. This is where AI comes into play, offering innovative solutions to streamline and enhance the writing process.
The slide deck for the "AI for Learning Design" workshop, hosted at Asia Pacific University, serves as a comprehensive guide to integrating Artificial Intelligence into educational settings. Designed to empower educators and instructional designers, the presentation offers actionable strategies for curriculum integration, insights into personalized learning through AI, and a deep dive into the ethical considerations that accompany AI adoption in education. The deck is structured to facilitate an interactive and engaging workshop experience, featuring real-world examples, hands-on activities, and spaces for thought-provoking discussions. Don't miss this invaluable resource for transforming your teaching practices and enhancing educational impact through AI.
ChatGPT has the potential to save time and resources for researchers by automating tasks that would otherwise require significant manual effort. However, it is important to ensure that the use of ChatGPT in research is conducted ethically and transparently, and that the results are validated and interpreted appropriately.
This is a collection of prompt examples to be used with the ChatGPT model.
The ChatGPT model is a large language model trained by OpenAI that is capable of generating human-like text. By providing it with a prompt, it can generate responses that continue the conversation or expand on the given prompt.
Seminar on ChatGPT Large Language Model by Abhilash Majumder(Intel)
This presentation is solely for reading purposes and contains technical details about ChatGPT fundamentals
How AI is going to change the world _M.Mujeeb Riaz.pdfMujeeb Riaz
How AI is going to change the world?
"AI: The Future of Our World“
"AI and its Transformative Impact on the World: Understanding the Potential of Chatbots and Conversational AI"
What is Artificial Intelligence and how it works?
What are Chatbots?
What Is ChatGPT?
Difference between chatGPT 3 and chatGPT 4?
Is Jasper artificial intelligence?
What is Character AI and how it works?
How chatGPT is going to change the world?
Why we are calling ChatGPT the future?
This presentation is detailed on the topic of ChatGPT and covering other topics of Open AI like Whisper, Music, and Dall e. Made this with the sole purpose of my own presentation in class. With this presentation, I got 9.65 points out of 10, the best among the class. Hope You like it too.
As a data science Intern at Leapcheck Services private limited, I have developed a naive chatbot using sequence to sequence model by LSTM of RNN. Sharing the tutorial which I made explicitly for the deep learning enthusiasts to
provide them a basic insight on how chatbot can be developed with the help of recurrent neural network.
Let's talk about GPT: A crash course in Generative AI for researchersSteven Van Vaerenbergh
This talk delves into the extraordinary capabilities of the emerging technology of generative AI, outlining its recent history and emphasizing its growing influence on scientific endeavors. Through a series of practical examples tailored for researchers, we will explore the transformative influence of these powerful tools on scientific tasks such as writing, coding, data wrangling and literature review.
Details regarding the working of chatgpt and basic use cases can be found in this presentation. The presentation also contains details regarding other Open AI products and their useability. You can also find ways in which chatgpt can be implemented in existing App and websites.
A one day workshop on the use of AI in Healthcare for practice, teaching and research.
The Resource Material for the "AI in Healthcare" workshop serves as an essential guide for healthcare professionals who aim to harness the transformative power of Artificial Intelligence (AI) in clinical practice, medical education, and research. Developed under the expertise of Dr Vaikunthan Rajaratnam, this comprehensive package is designed to complement the workshop, providing both foundational knowledge and practical tools for immediate application.
Unlocking the Power of ChatGPT and AI in Testing - NextSteps, presented by Ap...Applitools
Gain insights into the practical applications of ChatGPT, Bard, and other AI-based technological advancements, including GitHub CoPilot and Applitools Self-Healing Cloud, in this session with Anand Bagmar. Through specific use cases, Anand demonstrates how to enhance test automation processes—making them faster, more stable, and easier to implement.
Session recording and more info at applitools.com
Uncover how these tools can revolutionize your testing strategies and stay ahead of the curve in the ever-evolving world of test automation.
Academic writing is the backbone of scholarly communication and is vital in knowledge dissemination. However, it can often be challenging and time-consuming, requiring meticulous attention to detail and adherence to established conventions. This is where AI comes into play, offering innovative solutions to streamline and enhance the writing process.
The slide deck for the "AI for Learning Design" workshop, hosted at Asia Pacific University, serves as a comprehensive guide to integrating Artificial Intelligence into educational settings. Designed to empower educators and instructional designers, the presentation offers actionable strategies for curriculum integration, insights into personalized learning through AI, and a deep dive into the ethical considerations that accompany AI adoption in education. The deck is structured to facilitate an interactive and engaging workshop experience, featuring real-world examples, hands-on activities, and spaces for thought-provoking discussions. Don't miss this invaluable resource for transforming your teaching practices and enhancing educational impact through AI.
A presentation on what authentic assessment may look like in a post ChatGPT world. Presented on the 26 July to an Educational Design Workshop held at Charles Darwin University. His ten priorities for assessment include:
- Reduce emphasis on final high-stakes exams
- Reduce propensity for wide-spread quizzes for key assessments
- Look for opportunities for program-wide assessments (alignment across units)
- Weight assessment aligned with level of learning
- Increase emphasis on formative feedback for learning (feedback literacy)
- Designing active, collaborative, authentic assessment
- Increase the use of WIL, group and peer assessment
- Increase ‘assessment for inclusion’
Increased use of multimodal assessment
- Reduce essays and long form text that can be easily cheated
Presented at the Anthology – Innovate & Educate Australia – 2023. In this presentation I’ll lay foundation of the role academic integrity plays in relation to Generative AI and what this means for authentic assessment.
It will then provide examples of some contemporary approaches to the use of Generative AI in Assessment, from across the sector and,
in this particular case, we will consider what this might look in the Ultra platform.
I’ll provide a sector perspective as to what 34 of our Australian Uni’s are doing in relation to this. Based on the findings of a very recent sector-wide survey of Directors of TEL, conducted under the auspices of ACODE.
ChatGPT is a state-of-the-art language model developed by OpenAI, based on the GPT-3 architecture. It's designed to generate human-like text responses, making it incredibly versatile and useful for various applications.
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...SOFTTECHHUB
"The Ultimate Prompt Engineering Guide for Generative AI" provides a comprehensive guide to leveraging the power of AI assistants through effective prompt design. It explores fundamental prompt concepts and details strategies for crafting prompts that maximize output quality. Readers learn about iterative refinement, examples, constraints, and advanced techniques like chaining and decomposition. Case studies demonstrate real-world applications in content creation, coding, analysis, and more. Trends in multimodal, automated, and responsible prompting are also examined. This book is a must-read for anyone seeking to optimize generative AI capabilities.
Hiring remote developers opens up a world of opportunities, but avoiding common pitfalls is crucial. To build a high-performing remote team, focus on a thorough evaluation, cultural fit, and clear communication. Embrace structured onboarding processes, foster trust, and ensure alignment with remote work policies. Discover how to hire remote developers and pave the way for seamless collaboration and exceptional outcomes.
For more information visit our blog https://hire-remote-developer.blogspot.com/2023/05/how-to-avoid-common-mistakes-when.html
Breaking Into Product and Tech by Microsoft Product LeaderProduct School
Main Takeaways:
-Leveraging your existing experience, or acquiring new experience, through a product lens
-Treating your resume like a product - effective story & resume building to stand out from the crowd
-Interview strategy, step-by-step question walkthroughs, and problem-solving frameworks
Inclusive Practices in Project Management: Leveraging Digital Frameworks for Diverse Minds
Tuesday 30 April 2024
APM North West Network Conference, Synergies Across Sectors
Presented by:
Caroline Keep, PhD researcher Digitization in Education Organisation, University of Central Lancaster
Conference overview:
https://www.apm.org.uk/community/apm-north-west-branch-conference/
Content description:
This talk aimed to provide actionable insights and strategies for embedding inclusivity into the fabric of project management, thereby unlocking the new dimensions of productivity and innovation in the digital sphere.
The main conference objective was to promote the Project Management profession with interaction between project practitioners, APM Corporate members, current project management students, academia and all who have an interest in projects.
A presentation to the Academic staff of SISTC (Sydney International School of Technology and Commerce) on different techniques to adopt to work with Generative AI, such as ChatGPT and to consider different forms of assessment.
AI in Healthcare APU Using AI in Healthcare for clinical Application research...Vaikunthan Rajaratnam
Discover how generative AI is transforming the face of healthcare. From accelerating drug discovery to empowering personalized treatment, this technology is reshaping the way we deliver and experience care."
Generative AI in Health Care a scoping review and a persoanl experience.Vaikunthan Rajaratnam
A scoping review of the literature, its impact and challenges in healthcare, and a personal experience of its application in practice, teaching, and research.
COMPARATIVE ANALYSIS OF CHATGPT-4 AND CO-PILOT IN CLINICAL EDUCATION: INSIGHT...Vaikunthan Rajaratnam
This research investigates the potential of two advanced AI language models, ChatGPT-4 and Co-Pilot, to transform medical education through clinical scenario generation. Focusing on scenarios for Diabetic Neuropathy, Acute Myocardial Infarction, and Pediatric Asthma, the study compares the accuracy, depth, and practical teaching utility of content generated by each platform. A panel of medical experts assessed the AI-generated scenarios, and healthcare professionals provided feedback on their perceived usefulness in educational settings. Results suggest that ChatGPT-4 excels in providing structured foundational knowledge, while Co-Pilot offers greater depth through realistic patient narratives and a focus on holistic care. This indicates that both platforms have value, with their suitability depending on specific educational objectives – ChatGPT-4 aligns better with introductory learning, and Co-Pilot better serves advanced applications emphasizing practical clinical reasoning.
This workshop is a comprehensive introduction to the application of Generative AI in healthcare. It provides healthcare professionals, educators, and researchers with practical experience in using Generative AI for data analysis, predictive modeling, and personalized treatment planning. The workshop also explores the use of Generative AI in medical education and research. No prior AI experience is required, making this a unique opportunity to learn about the latest advancements in Generative AI and its healthcare applications.
This workshop will empower healthcare professionals with the knowledge and skills to leverage artificial intelligence (AI) in their practice. It aims to bridge the gap between cutting-edge technology and everyday clinical, research, and educational practice. The platforms covered in the workshop include Elicit.org, Scholarcy.com, Typeset.io, ChatGPT, Botpress.com, InVideo.io, and Genie.io.
The objectives of this specialised workshop are to:
• Explore the core principles of AI, emphasising its applications and significance in modern healthcare.
• Examine the role of AI in enhancing clinical judgment and patient management, with live demonstrations of relevant tools.
• Uncover the potential of AI in revolutionising teaching and learning experiences for healthcare professionals and students.
• Illustrate the integration of AI in healthcare research, focusing on tasks such as literature review, data analytics, and manuscript development.
• Provide a hands-on experience with various AI platforms tailored to healthcare professionals' unique needs and demands
Strategies to reduce post op pain in amputation. Candidates for limb amputation
Risk of developing post-operative pain and phantom limb pain.
Willing and able to participate in post-operative rehabilitation and physical therapy.
Informed consent for the procedure and understand the potential risks and benefits.
Adequate muscle function to allow for TMR surgery to be performed.
Suitable for TMR surgery as per a surgeon's assessment.
Validated tools for assessment of medical disability
At the end of this lecture you will be able to:-
Describe the impact of disease/injury on an individual
List the requirements of an instrument to measure disability
Describe the features of the WHOIDAS 2.0 instrument and its role in medical disability assessment
Assessing medical disability for compensation. The future is based on the changes in Technology, Economy and Socio-Political changes. At the end of this lecture you should be able to:-
Describe the dynamic nature of disability and its impact on an individual
List the factors influencing the assessment of disability
Describe the technological, political and socio-economic influence on medical disability assessment
MANAGEMENT OF ATRIOVENTRICULAR CONDUCTION BLOCK.pdfJim Jacob Roy
Cardiac conduction defects can occur due to various causes.
Atrioventricular conduction blocks ( AV blocks ) are classified into 3 types.
This document describes the acute management of AV block.
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Report Back from SGO 2024: What’s the Latest in Cervical Cancer?bkling
Are you curious about what’s new in cervical cancer research or unsure what the findings mean? Join Dr. Emily Ko, a gynecologic oncologist at Penn Medicine, to learn about the latest updates from the Society of Gynecologic Oncology (SGO) 2024 Annual Meeting on Women’s Cancer. Dr. Ko will discuss what the research presented at the conference means for you and answer your questions about the new developments.
These simplified slides by Dr. Sidra Arshad present an overview of the non-respiratory functions of the respiratory tract.
Learning objectives:
1. Enlist the non-respiratory functions of the respiratory tract
2. Briefly explain how these functions are carried out
3. Discuss the significance of dead space
4. Differentiate between minute ventilation and alveolar ventilation
5. Describe the cough and sneeze reflexes
Study Resources:
1. Chapter 39, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 34, Ganong’s Review of Medical Physiology, 26th edition
3. Chapter 17, Human Physiology by Lauralee Sherwood, 9th edition
4. Non-respiratory functions of the lungs https://academic.oup.com/bjaed/article/13/3/98/278874
ARTIFICIAL INTELLIGENCE IN HEALTHCARE.pdfAnujkumaranit
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, especially computer systems. It encompasses tasks such as learning, reasoning, problem-solving, perception, and language understanding. AI technologies are revolutionizing various fields, from healthcare to finance, by enabling machines to perform tasks that typically require human intelligence.
Anti ulcer drugs and their Advance pharmacology ||
Anti-ulcer drugs are medications used to prevent and treat ulcers in the stomach and upper part of the small intestine (duodenal ulcers). These ulcers are often caused by an imbalance between stomach acid and the mucosal lining, which protects the stomach lining.
||Scope: Overview of various classes of anti-ulcer drugs, their mechanisms of action, indications, side effects, and clinical considerations.
Title: Sense of Taste
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the structure and function of taste buds.
Describe the relationship between the taste threshold and taste index of common substances.
Explain the chemical basis and signal transduction of taste perception for each type of primary taste sensation.
Recognize different abnormalities of taste perception and their causes.
Key Topics:
Significance of Taste Sensation:
Differentiation between pleasant and harmful food
Influence on behavior
Selection of food based on metabolic needs
Receptors of Taste:
Taste buds on the tongue
Influence of sense of smell, texture of food, and pain stimulation (e.g., by pepper)
Primary and Secondary Taste Sensations:
Primary taste sensations: Sweet, Sour, Salty, Bitter, Umami
Chemical basis and signal transduction mechanisms for each taste
Taste Threshold and Index:
Taste threshold values for Sweet (sucrose), Salty (NaCl), Sour (HCl), and Bitter (Quinine)
Taste index relationship: Inversely proportional to taste threshold
Taste Blindness:
Inability to taste certain substances, particularly thiourea compounds
Example: Phenylthiocarbamide
Structure and Function of Taste Buds:
Composition: Epithelial cells, Sustentacular/Supporting cells, Taste cells, Basal cells
Features: Taste pores, Taste hairs/microvilli, and Taste nerve fibers
Location of Taste Buds:
Found in papillae of the tongue (Fungiform, Circumvallate, Foliate)
Also present on the palate, tonsillar pillars, epiglottis, and proximal esophagus
Mechanism of Taste Stimulation:
Interaction of taste substances with receptors on microvilli
Signal transduction pathways for Umami, Sweet, Bitter, Sour, and Salty tastes
Taste Sensitivity and Adaptation:
Decrease in sensitivity with age
Rapid adaptation of taste sensation
Role of Saliva in Taste:
Dissolution of tastants to reach receptors
Washing away the stimulus
Taste Preferences and Aversions:
Mechanisms behind taste preference and aversion
Influence of receptors and neural pathways
Impact of Sensory Nerve Damage:
Degeneration of taste buds if the sensory nerve fiber is cut
Abnormalities of Taste Detection:
Conditions: Ageusia, Hypogeusia, Dysgeusia (parageusia)
Causes: Nerve damage, neurological disorders, infections, poor oral hygiene, adverse drug effects, deficiencies, aging, tobacco use, altered neurotransmitter levels
Neurotransmitters and Taste Threshold:
Effects of serotonin (5-HT) and norepinephrine (NE) on taste sensitivity
Supertasters:
25% of the population with heightened sensitivity to taste, especially bitterness
Increased number of fungiform papillae
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Explore natural remedies for syphilis treatment in Singapore. Discover alternative therapies, herbal remedies, and lifestyle changes that may complement conventional treatments. Learn about holistic approaches to managing syphilis symptoms and supporting overall health.
Prix Galien International 2024 Forum ProgramLevi Shapiro
June 20, 2024, Prix Galien International and Jerusalem Ethics Forum in ROME. Detailed agenda including panels:
- ADVANCES IN CARDIOLOGY: A NEW PARADIGM IS COMING
- WOMEN’S HEALTH: FERTILITY PRESERVATION
- WHAT’S NEW IN THE TREATMENT OF INFECTIOUS,
ONCOLOGICAL AND INFLAMMATORY SKIN DISEASES?
- ARTIFICIAL INTELLIGENCE AND ETHICS
- GENE THERAPY
- BEYOND BORDERS: GLOBAL INITIATIVES FOR DEMOCRATIZING LIFE SCIENCE TECHNOLOGIES AND PROMOTING ACCESS TO HEALTHCARE
- ETHICAL CHALLENGES IN LIFE SCIENCES
- Prix Galien International Awards Ceremony
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists Saeid Safari
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2. I am not an AI expert, nor do I possess coding knowledge
specific to the underlying mechanisms of AI models; my
expertise lies in the utilization of these models, such as
ChatGPT, based on my extensive experience as a user
within the fields of healthcare, medical education, and
related research, rather than their technical development
or underlying algorithms.
Disclaimer
3. By the end of this lecture, participants
will be able to:
• Confidently use ChatGPT, recognizing its potential
applications and limitations within healthcare
education.
• Analyse and evaluate how ChatGPT can be
ethically leveraged to enhance teaching, learning,
and collaboration, considering its impact on
various stakeholders
• Design and implement strategies for integrating
ChatGPT into existing healthcare education
practices
4. Understanding AI, Generative AI, and
ChatGPT
• AI (Artificial Intelligence)
– refers to the simulation of human intelligence in machines that are
programmed to think, learn, and make decisions
– Applications: Includes machine learning, natural language processing,
robotics, computer vision, etc.
• Generative AI
– subset of AI that focuses on creating new data instances that are
similar to a set of training examples.
– Techniques: Examples include Generative Adversarial Networks
(GANs), Variational Autoencoders (VAEs), etc.
• ChatGPT:
– State-of-the-art language models developed by OpenAI. It utilizes the
Transformer architecture to generate human-like text based on given
prompts.
– Usage: Widely used in natural language understanding tasks, chatbots,
content creation, and more.
5. What is ChatGPT?
• Understanding Language
– Reads and comprehends human-written text.
• Generating Text
– Writes human-like text, from answers to creative content.
• Conversation
– Capable of engaging in text-based conversations with users.
• Applications
– Used in virtual assistants, education, content creation, and
more.
• Not a Human
– Generates text through algorithms, without feelings or
consciousness.
6. How Does ChatGPT Work?
“Don’t cry ………..”
“ Don’t cry over….”
• Reading Text:
• Takes in words, questions, or sentences as input.
• Understands the language like a human reading a book.
• Processing Information:
• Breaks down the input into smaller parts to understand the meaning.
• Uses a complex mathematical model to analyse the text.
• Generating Response:
• Constructs a response based on what it has "learned" from reading lots of text.
• Tries to make the response sound like something a human would say.
• No Personal Knowledge or Opinions:
• Doesn't have thoughts, feelings, or personal experiences.
• Answers are based on patterns in the data it was trained on, not personal beliefs or
opinions.
• Learning from Data:
• Trained on a vast amount of text from books, websites, and other written materials.
• Learns the structure of language and how to create sentences that make sense.
• Versatility:
• Can be used for various tasks like answering questions, writing stories, or helping with
homework.
• Adaptable to different subjects and contexts.
• Not Perfect:
• Can make mistakes or provide incorrect information.
• Needs to be used with caution, especially for critical or sensitive topics
7. Understanding ChatGPT
• Advanced language
model developed by
OpenAI.
• Generates human-like
text based on the
prompts.
• Quality vs prompt.
Quality of Response ∝ Quality of Prompt × Model Understanding
Here:
Quality of Response is the measure of how relevant, accurate, and coherent the response is.
Quality of Prompt represents the clarity, specificity, and relevance of the prompt given to the model.
Model Understanding , model's ability to interpret the prompt, including its training, design, and current context.
9. Prompt Engineering
• Define the Objective:
• Identify the specific information or assistance
• Be Clear and Precise:
• Use clear language and avoid ambiguity.
• Include essential details without over-complicating
the prompt.
• Consider Context:
• Provide relevant background or context to guide the
response.
• Set the Tone and Style:
• Specify the desired tone (formal, casual) or style
(e.g., summary, explanation) if it matters for your use
case.
• Ask Direct Questions:
• If seeking specific information, formulate your prompt
as a direct question.
• Avoid Bias and Leading Questions:
• Craft the prompt neutrally to prevent biased or
skewed responses.
• Test and Refine:
• Experiment with different phrasings and observe how
slight changes can affect the response.
• Refine the prompt
• Consider Ethical and Privacy Concerns:
• Ethical guidelines and does not request or reveal
sensitive or private information.
10. Response Validation
• Review response - meets your requirements.
• No access to real-time data
• Vaildate Validate Validate.
• Prompt – response -refine - reprompt.
Relevance
Check
Accuracy
Confirmation
Context
Consistency
Sensitivity
Review
Refinement for
Future Queries
11.
12. What is the Code
Interpreter in
ChatGPT?
• The Code Interpreter -
execute Python code
• Powerful for code
development
debugging.
13. Please respond to the following
query with a structured and
academic approach suitable for a
university lecturer. Include bullet-
point answers where applicable,
supported by relevant examples
from scholarly literature. Ensure
that all statements are backed by
credible evidence, and provide
appropriate references and citations
in accordance with standard
academic citation styles (e.g., APA,
MLA, or Chicago). The response
should be clear, concise, and
tailored to an academic audience
engaged in higher education
teaching and research."
14. How to Use
ChatGPT with
the Code
Interpreter
• Input your code in the
composer area and send it for
execution.
• ChatGPT can provide code
suggestions, help debug your
code, and explain complex
code snippets.
• You can also ask ChatGPT to
generate Python code to solve
specific problems or perform
specific tasks.
Return values of functions or expressions
Printed messages
Data visualizations
DataFrames as tables
Error messages
Execution time
Slide Decks
Diagrams
Interactive Diagrams
15.
16.
17. 67-year-old male has
dizziness every time
he sits up from a lying
position, especially in
the morning. Also,
when he suddenly
moves his head, he
notes the dizziness.
What is the diagnosis
18. Relevance to healthcare education
• Adapts to individual student needs
Personalized
Learning:
• Creating diverse and engaging educational materials.
Content Creation:
• Interactive learning experiences (Chatbot)
Student Engagement:
• Provides real-time assessment and feedback .
Assessment and
Feedback:
• content accessible to diverse learners
Accessibility:
• Facilitates collaboration among students and educators,
bridging geographical and language barriers.
Collaboration and
Communication:
19. Personalized Learning
• Tailors educational content
Adaptive Content Delivery:
• Provides instant feedback and real-time assistance
Real-Time Feedback and
Support:
• Engages with interactive dialogues and Simulates scenarios.
Interactive Learning
Environments:
• Analyses - identify strengths and weaknesses for personalized learning.
Data-Driven Insights:
• Adapts content to diverse learners & multiple languages.
Accessibility and Inclusivity:
• Facilitates collaborative learning experiences and peer interactions.
Collaboration and Peer
Interaction:
• Seamlessly integrates with Learning Management Systems (LMS)
Integration with Existing
Platforms:
• Supports lifelong learning and Assists in tracking and maintaining
professional development
Continuous Learning and Skill
Development:
• Ensures ethical guidelines and privacy regulations.
Ethical and Privacy
Considerations:
• Aligns personalized learning experiences and Ensures relevance to real-
world medical practice
Alignment with Healthcare
Objectives:
22. I have been asked
to create a
module for the
examination of
the abdomen for
organomegaly for
medical students.
Create a
curriculum and
include learning
outcomes and the
pedagogy and a
lesson plan
32. • Be clear & descriptive
• Specific styles or
techniques
• Create a test version
• Evaluate the result
• Refine the prompt
• Iterative process
33.
34. AI for Video Production
Draft
Learning
Outcomes
LO to
Prompt
ChatGPT
for video
script
Import/edi
t script to
AI Video
Generator
Add
personalised
media
Choose
Voiceover
type
Produce
Review
and
Upload
35. Write a script for
the introduction
of the anatomy
of the
organomegaly
medical student
module. This will
be a 90 second
video script. Just
provide the
narration
40. Assessment and Feedback
• Automated Grading:
• Grading objective assessments (multiple-choice, fill-in-the-blank, etc.)
• Evaluating subjective assessments (short answers, essays) with predefined criteria
• Personalized Feedback:
• Providing tailored feedback on strengths and areas for improvement
• Engaging in interactive dialogues to reinforce learning concepts
• Real-time Support:
• Offering instant feedback on performance
• Available 24/7 for flexible learning schedules
• Data-Driven Insights:
• Tracking performance over time for individual and class insights
• Designing adaptive learning paths based on student needs
• Enhancing Human Interaction:
• Freeing up educators' time for complex student interactions
• Facilitating structured peer review processes
• Ethical and Bias Considerations:
• Ensuring transparency, fairness, and avoidance of biases in AI-driven assessments
43. “the antibiotics used
in leprosy are
rifampicin and
streptomycin.
Sometimes you can
use dapsone for
resistant cases.
Rifampicin is the first
line drug” - based on
this answer provide a
grade for it
44. Transforming Teaching with LLMs
• Tailoring educational materials
• Enhancing teacher collaboration and
efficiency
• Facilitating personalized learning paths
45. Enhancing Student Experience with
LLMs
• Engaging and interactive learning
• Support for diverse learning styles
• Opportunities for self-paced learning
58. Benefits for Healthcare Employers
• Alignment with industry needs
• Enhancement of skillsets
• Increased collaboration between education
and industry
59. Improving Patient Care through
Education
• Better informed healthcare professionals
• Use of LLMs in patient education and
communication
• Enhancing patient outcomes through
improved education
60. AI & Health Professional Education
The Future
• Tailored educational content for individual needs.
Personalized Learning:
• Practice communication and diagnostic skills.
Simulated Interactions:
• 24/7 access to information and updates.
Continual Education Support:
• Assisting in identifying patterns and trends.
Collaborative Research:
• Equitable access to high-quality education.
Accessibility and Inclusivity:
• Addressing privacy, consent, and ethical use.
Ethical Considerations:
• Maximizing effectiveness and efficiency.
Integration with Existing
Systems:
• Innovative tools for real-time feedback and analysis.
Assessment and Evaluation: