Dr. Rohan Desai

Founder & CEO, Medflix, General Medicine (MBBS), Ahmedabad

Meet your instructor, Dr. Rohan Desai and get oriented to the AICP course! In this lesson, we'll discuss the course structure, learning objectives, what to expect throughout the modules, and how to maximize your learning experience.

Welcome to Artificial Intelligence for Clinical Professionals (AICP)

Ever wondered what AI really means? This lesson unpacks the core concepts of Artificial Intelligence, including its history and key terms. We'll also explore the defining features of AI systems, laying the groundwork for your understanding of this transformative technology.

An Introduction to Generative AI - Part 1

An Introduction to Generative AI - Part 2 dives deeper into the fascinating world of Generative AI. We'll use a clear analogy to make Gen AI easy to grasp. We'll also discover how Gen AI is revolutionizing the field, and finally learn why AI adoption is accelerating now.

An Introduction to Generative AI - Part 2

This lesson showcases the power of AI in clinical practice! We'll explore five key applications across different areas: information retrieval, content generation, advanced analytics for smarter decision-making, support for creative tasks, and even image interpretation assistance. Discover how AI can streamline your workflow and enhance patient care.

Applications of AI in Clinical Practice - Part 1

Some Applications of AI in Clinical Practice - Part 2 delves into two additional exciting applications of AI in healthcare: generating personalized recommendations and improving your overall productivity through automation. We'll also discuss the limitations of AI and the importance of ethical considerations when implementing this powerful technology. Finally, we'll introduce the World Health Organization's AI ethics and governance guidelines, equipping you with the knowledge to navigate AI responsibly in clinical practice.

Resources:
1. WHO's own release article: https://pxmd.co/AIWHO 
2. An article by Nature on the WHO guidance: https://pxmd.co/AIWHO2

Applications of AI in Clinical Practice - Part 2

In this second module, we delve into ChatGPT, a powerful generative AI tool. This module consists of three parts: an introduction to ChatGPT, mastering its advanced features, and exploring plugins and the GPT store. Unlike traditional chatbots, ChatGPT engages in ongoing conversations on any topic, generating human-like responses, providing explanations, conducting research, and offering creative ideas. Compared to Google, which retrieves links to information, ChatGPT generates content directly from your queries, offering contextual, conversational responses. As a complex AI language processing program, ChatGPT can summarize content, create new content, assist in decision-making, and handle various roles like personal assistant, creative assistant, analyst, translator, and teacher. However, while it excels in many tasks, it is not sentient and may occasionally make mistakes.

Introduction to ChatGPT

This video provides a step-by-step guide to creating a ChatGPT account, including navigating the sign-up process using email or social media accounts. You'll explore the ChatGPT interface, discovering key functionalities, features, and customization options such as theme settings, chat history, and voice interaction. The video discusses the differences between ChatGPT models (3.5, 4, 4o), with features like image reading and web browsing available in the latest versions. Emphasizing the integration of ChatGPT into daily workflows, it also compares its usage to Google and focuses on effective prompt writing to maximize its utility.

Setting up ChatGPT account and Understanding Interface

Welcome to our video on mastering Chat GPT! This video, part of the second module, is designed to enhance your work quality and efficiency by showcasing various scenarios where Chat GPT excels. It is divided into two parts: the first part demonstrates examples of Chat GPT's capabilities in research assistance, explaining complex concepts, quick data analysis, document translation, and informal tasks like travel planning and movie suggestions. The second part delves into the nuances of crafting effective prompts to elicit the best responses. You'll learn the importance of clear prompts and see how to refine them for better results. Additionally, we explore Chat GPT's features such as read-aloud, copy, regenerate, and feedback options, along with its ability to translate, analyze Excel files, and adapt writing styles. Dive in and discover how Chat GPT can transform your workflow!

Mastering ChatGPT (part 1)

Discover the versatility of Chat GPT in crafting personalized itineraries and travel tips, catering to your queries. Dive into the realm of entertainment recommendations, where Chat GPT shines in suggesting movies, books, podcasts, or songs tailored to your preferences. Learn the art of crafting effective prompts to maximize Chat GPT's potential, emphasizing the importance of context, audience specification, and output expectations. Enhance your interactions by specifying output formats, tones, complexities, and lengths, while providing constructive feedback for improved responses. Explore alternative platforms like Poe, Krutrim AI, and Hanooman AI, offering similar capabilities with unique features and target audiences, enabling you to delve deeper into AI-driven interactions.

Mastering ChatGPT (part 2)

In this video, we aim to enhance your ChatGPT experience by introducing GPTs, following the phase-out of plugins due to the overwhelming success of these pre-configured assistants. GPTs function similarly to apps on a Play Store, allowing you to automate repetitive tasks and interact with external websites and plugins. Both free and paid ChatGPT accounts can access GPTs, with OpenAI gradually rolling out this feature to all free users. You'll also learn how to create and publish your own GPTs, with future monetization options planned for popular creations. We review various GPTs, highlighting their mixed performance but showcasing useful examples like Consensus and Scholar AI for research, Whimsical Diagrams for visualizations, and Canva for image generation.

Using Plugins and GPTs (part 1)

In this video, we explore various GPT applications, starting with "Data Analyst," which analyzes Excel files and generates insights and visualizations. A case study shows how it interprets physician poll data and provides recommendations for medical education. We introduce "Homework Guru," a GPT that helps create practice tests and assignments for students, even from photos of textbooks. We also demonstrate creating a custom GPT, "Referral Note Expert," for generating concise referral notes based on patient history. Finally, we encourage you to explore and experiment with the many available GPTs. In the next module, we'll focus on AI applications in clinical practice.

Using Plugins and GPTs (part 2)

In this module, you will delve into recent advances in AI within clinical medicine, building upon foundational knowledge from prior modules. You will learn about Jivi LLM's remarkable performance, surpassing established AI models. Discoveries such as AI's ability to predict cancer metastasis to the brain and FDA clearance of Signal HF for heart failure risk prediction will be explored, highlighting their potential in enhancing patient care. Furthermore, you will explore AI chatbot's superior empathy and response quality compared to physicians in addressing cancer-related inquiries, as well as the innovative drug discovery process facilitated by AI-driven approaches. Through these insights, you will gain a deeper understanding of AI's evolving role in clinical practice, setting the stage for practical applications in subsequent videos.

Overview of recent advances in AI in Clinical Medicine

In this video, you will learn about the practical applications of AI tools. You will explore Ada, a tool designed for differential diagnosis and treatment planning, demonstrated through a detailed case study. Additionally, you will delve into Glass Health, another valuable resource for similar purposes, showcased through a case involving confusion and visual disturbances. Furthermore, you will discover AI Assist by Medflix, which assists in generating diagnoses. Moreover, you will understand how AI Assist aids in managing drug interactions and dosages.

AI tools in daily practice

This video explores the rapid advancements in radiology facilitated by AI. It focuses on established AI tools in radiology, highlighting their integration with imaging suites and the potential for future adoption in institutional systems. We take a deep dive into prominent AI products like Gleamer, Contextflow, Chestlink, Qure, and Niramai. Despite progress, AI in radiology is still evolving and prone to errors, as discussed in scholarly articles. However, ongoing improvements promise increased accuracy over time.

Reading X-Rays and ECGs with AI

In this fourth module, you'll discover how to harness AI tools like Claude for patient-focused tasks. We will go through five game-changing applications: from crafting engaging patient handouts to streamlining your clinical blogging. You'll learn to explain complex medical concepts with ease, design clear consent forms, and even digitize patient records efficiently. Through hands-on demos, you'll see how AI can supercharge your creativity and help you save time. Get ready to transform your patient communication and workflows

AI in patient education (Part 1)

In this 2nd part of the video, you'll see how AI can help you write compelling content, tailor your writing style, and efficiently convert handwritten forms into digital data. Through practical demonstrations, you'll learn to leverage AI for creative and time-saving tasks. We'll also touch on the potential of virtual assistants. Get ready to elevate your patient communication and streamline your administrative processes!

AI in patient education (Part 2)

In this video, you'll discover how to leverage AI tools like ChatGPT and Claude for your medical practice's marketing efforts. We'll explore six practical use cases: creating a social media calendar, generating content ideas, analyzing patient reviews, crafting response strategies, and developing marketing plans. You'll learn how to break down complex tasks into manageable steps, ensuring high-quality, engaging content for your audience. We'll also discuss the current limitations of AI in image generation and introduce you to Canva as a complementary design tool.

AI for creating social media content

The fifth module of the AICP course focuses on the use of generative AI in academic work. This module explores practical applications like quickly learning complex topics, creating detailed presentation outlines and slides, and summarizing lengthy articles. You'll see how to generate presentation outlines and use tools like Gamma for slide design. While highlighting the power of AI tools like ChatGPT and Claude, we also discuss their limitations and the importance of your intervention to ensure content relevance and accuracy. Dive in to enhance your academic work with AI.

AI for Academic support (part 1)

In this video on academic assistance, you'll learn how to use generative AI tools to create effective teaching aids for medical education. We start with an example of a case study, providing detailed scenarios, questions, and teaching points to guide students through diagnosis and management. You'll also see how AI can generate multiple-choice questions tailored to different difficulty levels and medical topics. Additionally, we explore the creation of short and long essay questions using AI. Finally, we introduce GPRZero, a tool that helps detect AI-generated content, ensuring academic integrity in assignments.

AI for Academic support (part 2)

In Module 6 of AICP, you'll learn to use AI tools for research and publishing. Heuristica helps with background research by creating AI-powered concept maps and visualizing relationships between concepts. ResearchKick generates problem statements, refines research questions, and matches them against databases like PubMed to ensure originality. Both tools streamline the research process, making it more efficient and effective.

AI in Research and publishing (part 1)

In this video, we explore two essential AI tools for research and publishing: ResearchOn and Paperpal. ResearchOn helps with study protocols, questionnaires, and data collection via a mobile app and includes a research diary. Paperpal enhances writing quality with grammar suggestions and academic rewriting. Additionally, AI tools like Claude and ChatGPT can analyze medical data sets and perform statistical tests.

AI in Research and publishing (part 2)

Hey, check out AICP course by Medflix! It is tailor made for medical professionals like us to learn various applications of AI to improve our practice and boost our daily productivity. Explore now