Role of AI in Healthcare Questions and
Answers
Artificial Intelligence - ✅✅- Broad area of computer science for tasks requiring human intelligence.
- Includes reasoning, learning, perception, problem solving, language understanding.
Example: AI-driven chatbots for customer support, providing personalized assistance and handling
inquiries
Turing Test - ✅✅One method of determining the strength of artificial intelligence, in which a human
tries to decide if the intelligence at the other end of a text chat is human.
Chatbots - ✅✅AI software that can simulate a conversation (or chat) with a user in natural language.
Designed to convincingly simulate how a human would behave as a conversational partner, thereby
passing the Turing test.
Can be simple, based on predefined scripts, or more complex, using machine learning to understand and
respond to user queries.
ELIZA
PARRY
ALICE
Watson
Siri
Alexa
Google Assistant
GPT-3 - ✅✅Notable Chatbots (atleast 3-5)
ELIZA - ✅✅Early psychotherapist simulation.
, PARRY - ✅✅Simulated paranoid schizophrenia.
ALICE - ✅✅Natural language processing bot.
Machine Learning - ✅✅- Subsets of AI enabling machines to improve with experience.
- Uses statistical methods for machines to learn from data.
Example: Predictive analytics for patients, identifying red alerts on vital signs
Deep Learning - ✅✅- Subset of machine learning using neural networks with many layers.
- Recognizes patterns in unstructured data.
Example: Image recognition for prescription verification, ensuring prescriptions match patient orders
AI - ML (Machine Learning) - Deep Learning - ✅✅Bubble (outer circle to inner circle of AI)
AI Language Model - ✅✅- A type of artificial intelligence that understands, generates, and
manipulates human language.
- Trained on vast datasets of text to predict the likelihood of a sequence of words.
- Can be used for translation, question answering, content generation, and more.
Example: Automating responses to customer queries on medication usage and side effects, improving
efficiency and accessibility
Narrow Artificial Intelligence (ANI) - ✅✅Machine Learning
Artificial General Intelligence (AGI) - ✅✅Machine Intelligence
Answers
Artificial Intelligence - ✅✅- Broad area of computer science for tasks requiring human intelligence.
- Includes reasoning, learning, perception, problem solving, language understanding.
Example: AI-driven chatbots for customer support, providing personalized assistance and handling
inquiries
Turing Test - ✅✅One method of determining the strength of artificial intelligence, in which a human
tries to decide if the intelligence at the other end of a text chat is human.
Chatbots - ✅✅AI software that can simulate a conversation (or chat) with a user in natural language.
Designed to convincingly simulate how a human would behave as a conversational partner, thereby
passing the Turing test.
Can be simple, based on predefined scripts, or more complex, using machine learning to understand and
respond to user queries.
ELIZA
PARRY
ALICE
Watson
Siri
Alexa
Google Assistant
GPT-3 - ✅✅Notable Chatbots (atleast 3-5)
ELIZA - ✅✅Early psychotherapist simulation.
, PARRY - ✅✅Simulated paranoid schizophrenia.
ALICE - ✅✅Natural language processing bot.
Machine Learning - ✅✅- Subsets of AI enabling machines to improve with experience.
- Uses statistical methods for machines to learn from data.
Example: Predictive analytics for patients, identifying red alerts on vital signs
Deep Learning - ✅✅- Subset of machine learning using neural networks with many layers.
- Recognizes patterns in unstructured data.
Example: Image recognition for prescription verification, ensuring prescriptions match patient orders
AI - ML (Machine Learning) - Deep Learning - ✅✅Bubble (outer circle to inner circle of AI)
AI Language Model - ✅✅- A type of artificial intelligence that understands, generates, and
manipulates human language.
- Trained on vast datasets of text to predict the likelihood of a sequence of words.
- Can be used for translation, question answering, content generation, and more.
Example: Automating responses to customer queries on medication usage and side effects, improving
efficiency and accessibility
Narrow Artificial Intelligence (ANI) - ✅✅Machine Learning
Artificial General Intelligence (AGI) - ✅✅Machine Intelligence
