Hello friends , I am Prashant Gupta . I created a presentation on artificial intelligence based chatbot on healthcare and medical science . In this presentation i include all necessary points related chatbot .
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AI and its applications are not going away and will cause a significant amount of change to everyday life over the next decade. Whilst there has been a lot of buzz in the past that has not been fulfilled, advances in skills, computing power and modelling and ensuring that the hype is finally being realised. To some extent, we don’t even know what AI is capable of yet which is both exciting and scary!
Machine Learning. What is machine learning. Normal computer vs ML. Types of Machine Learning. Some ML Object detection methods. Faster CNN, RCNN, YOLO, SSD. Real Life ML Applications. Best Programming Languages for ML. Difference Between Machine Learning And Artificial Intelligence. Advantages of Machine Learning. Disadvantages of Machine Learning
AI and its applications are not going away and will cause a significant amount of change to everyday life over the next decade. Whilst there has been a lot of buzz in the past that has not been fulfilled, advances in skills, computing power and modelling and ensuring that the hype is finally being realised. To some extent, we don’t even know what AI is capable of yet which is both exciting and scary!
Machine Learning. What is machine learning. Normal computer vs ML. Types of Machine Learning. Some ML Object detection methods. Faster CNN, RCNN, YOLO, SSD. Real Life ML Applications. Best Programming Languages for ML. Difference Between Machine Learning And Artificial Intelligence. Advantages of Machine Learning. Disadvantages of Machine Learning
This Presentation will give you an overview about Artificial Intelligence : definition, advantages , disadvantages , benefits , applications .
We hope it to be useful .
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AI Chatbot Use Cases: Food & Beverage Industry
AI Chatbot Use Cases: Banking Industry
AI Chatbot Use Cases: Healthcare Industry
AI Chatbot for Retail Services Innovation
AI Chatbot Use Cases: Retail & Fashion Industry
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Introduction To Artificial Intelligence Powerpoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/2V0reNa
Explore the power of ChatGPT, an advanced AI language model, in this SlideShare presentation. Discover how ChatGPT can revolutionize natural language understanding and generation across various applications, from chatbots to content creation, in just a few slides.
Welcome to my SlideShare presentation on ChatGPT, a powerful language model based on the GPT-3.5 architecture.
In this presentation, I will introduce you to ChatGPT and explore its features and capabilities. ChatGPT is a state-of-the-art language model that can understand natural language and generate responses that are highly relevant and accurate.
I will discuss the underlying technology behind ChatGPT, including its neural network architecture and training process. I will also highlight the benefits of using ChatGPT, such as its ability to understand complex language and its potential applications in various industries.
Additionally, I will share examples of how ChatGPT can be used to improve customer service, create conversational interfaces, and generate human-like responses in various applications.
In conclusion, ChatGPT is a powerful tool for businesses and individuals looking to enhance their communication capabilities. Its advanced language understanding and generation capabilities make it an ideal solution for a variety of use cases. I hope this presentation has been informative and has given you a better understanding of the capabilities of ChatGPT.
This is a deep learning presentation based on Deep Neural Network. It reviews the deep learning concept, related works and specific application areas.It describes a use case scenario of deep learning and highlights the current trends and research issues of deep learning
AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete DeckSlideTeam
AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete Deck is loaded with easy-to-follow content, and intuitive design. Introduce the types and levels of artificial intelligence using the highly-effective visuals featured in this PPT slide deck. Showcase the AI-subfield of machine learning, as well as deep learning through our comprehensive PowerPoint theme. Represent the differences, and interrelationship between AI, ML, and DL. Elaborate on the scope and use case of machine intelligence in healthcare, HR, banking, supply chain, or any other industry. Take advantage of the infographic-style layout to describe why AI is flourishing in today’s day and age. Elucidate AI trends such as robotic process automation, advanced cybersecurity, AI-powered chatbots, and more. Cover all the essentials of machine learning and deep learning with the help of this PPT slideshow. Outline the application, algorithms, use cases, significance, and selection criteria for machine learning. Highlight the deep learning process, types, limitations, and significance. Describe reinforcement training, neural network classifications, and a lot more. Hit download and begin personalization. Our AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3ngJCKf
Conversational AI and Chatbot IntegrationsCristina Vidu
Conversational AI and Chatbots (or rather - and more extensively - Virtual Agents) offer great benefits, especially in combination with technologies like RPA or IDP. Corneliu Niculite (Presales Director - EMEA @DRUID AI) and Roman Tobler (CEO @Routinuum & UiPath MVP) are discussing Conversational AI and why Virtual Agents play a significant role in modern ways of working. Moreover, Corneliu will be displaying how to build a Workflow and showcase an Accounts Payable Use Case, integrating DRUID and UiPath Robots.
📙 Agenda:
The focus of our meetup is around the following areas - with a lot of room to discuss and share experiences:
- What is "Conversational AI" and why do we need Chatbots (Virtual Agents);
- Deep-Dive to a DRUID-UiPath Integration via an Accounts Payable Use Case;
- Discussion, Q&A
Speakers:
👨🏻💻 Corneliu Niculite, Presales Director - EMEA DRUID AI
👨🏼💻 Roman Tobler, UiPath MVP, Co-Founder & CEO Routinuum GmbH
This session streamed live on March 8, 2023, 16:00 PM CET.
Check out our upcoming events at: community.uipath.com
Contact us at: community@uipath.com
THIS PPT IS CREATED BY MYSELF ROHIT YEMUL,
RUTWIK DOSHI,ONKAR KUDALE,AND SANKALP KOTHARI.
IF YOU WANT THIS PPT EMAIL US ON rohityemul2067@gmail.com.
or you can DM on instagram id = thisisrohi268 (rohit yemul).
Artificial Intelligence Virtual Assistants & ChatbotsaNumak & Company
Artificial Intelligence transforms different interfaces into interactive systems that can be interacted with using Natural Language Processing technology. Thus, businesses can offer voice-integrated smart self-service solutions to their customers with Natural Dialogue Solutions, which can be positioned in different areas ranging from IVR systems to virtual assistants, from chatbots to smart systems.
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/3er7KWI
artificial intelligence in health care. how it is different from traditional techniques. growth of artificial intelligence. how hospitals are taping artificial intelligence to mange corona virus. pros and cons of artificial intelligence.
This Presentation will give you an overview about Artificial Intelligence : definition, advantages , disadvantages , benefits , applications .
We hope it to be useful .
AI Revolution
AI Innovation Checkpoint
AI Innovative BM Development
AI Chatbot for Customer Experience
AI Chatbot Evolution
AI Chatbot Use Cases: Travel Industry
AI Chatbot Use Cases: Food & Beverage Industry
AI Chatbot Use Cases: Banking Industry
AI Chatbot Use Cases: Healthcare Industry
AI Chatbot for Retail Services Innovation
AI Chatbot Use Cases: Retail & Fashion Industry
Emotion AI
Replika: An Emotion AI Chatbot
Woebot: Robot Therapist
AI Chatbot Design
AI Chatbot Development
Emotion AI Chatbot Prototype Demo
AI Chatbot Sentiment Analysis + Big Data Analytics Demo
E-Commerce Integration Demo
Introduction To Artificial Intelligence Powerpoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/2V0reNa
Explore the power of ChatGPT, an advanced AI language model, in this SlideShare presentation. Discover how ChatGPT can revolutionize natural language understanding and generation across various applications, from chatbots to content creation, in just a few slides.
Welcome to my SlideShare presentation on ChatGPT, a powerful language model based on the GPT-3.5 architecture.
In this presentation, I will introduce you to ChatGPT and explore its features and capabilities. ChatGPT is a state-of-the-art language model that can understand natural language and generate responses that are highly relevant and accurate.
I will discuss the underlying technology behind ChatGPT, including its neural network architecture and training process. I will also highlight the benefits of using ChatGPT, such as its ability to understand complex language and its potential applications in various industries.
Additionally, I will share examples of how ChatGPT can be used to improve customer service, create conversational interfaces, and generate human-like responses in various applications.
In conclusion, ChatGPT is a powerful tool for businesses and individuals looking to enhance their communication capabilities. Its advanced language understanding and generation capabilities make it an ideal solution for a variety of use cases. I hope this presentation has been informative and has given you a better understanding of the capabilities of ChatGPT.
This is a deep learning presentation based on Deep Neural Network. It reviews the deep learning concept, related works and specific application areas.It describes a use case scenario of deep learning and highlights the current trends and research issues of deep learning
AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete DeckSlideTeam
AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete Deck is loaded with easy-to-follow content, and intuitive design. Introduce the types and levels of artificial intelligence using the highly-effective visuals featured in this PPT slide deck. Showcase the AI-subfield of machine learning, as well as deep learning through our comprehensive PowerPoint theme. Represent the differences, and interrelationship between AI, ML, and DL. Elaborate on the scope and use case of machine intelligence in healthcare, HR, banking, supply chain, or any other industry. Take advantage of the infographic-style layout to describe why AI is flourishing in today’s day and age. Elucidate AI trends such as robotic process automation, advanced cybersecurity, AI-powered chatbots, and more. Cover all the essentials of machine learning and deep learning with the help of this PPT slideshow. Outline the application, algorithms, use cases, significance, and selection criteria for machine learning. Highlight the deep learning process, types, limitations, and significance. Describe reinforcement training, neural network classifications, and a lot more. Hit download and begin personalization. Our AI Vs ML Vs DL PowerPoint Presentation Slide Templates Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3ngJCKf
Conversational AI and Chatbot IntegrationsCristina Vidu
Conversational AI and Chatbots (or rather - and more extensively - Virtual Agents) offer great benefits, especially in combination with technologies like RPA or IDP. Corneliu Niculite (Presales Director - EMEA @DRUID AI) and Roman Tobler (CEO @Routinuum & UiPath MVP) are discussing Conversational AI and why Virtual Agents play a significant role in modern ways of working. Moreover, Corneliu will be displaying how to build a Workflow and showcase an Accounts Payable Use Case, integrating DRUID and UiPath Robots.
📙 Agenda:
The focus of our meetup is around the following areas - with a lot of room to discuss and share experiences:
- What is "Conversational AI" and why do we need Chatbots (Virtual Agents);
- Deep-Dive to a DRUID-UiPath Integration via an Accounts Payable Use Case;
- Discussion, Q&A
Speakers:
👨🏻💻 Corneliu Niculite, Presales Director - EMEA DRUID AI
👨🏼💻 Roman Tobler, UiPath MVP, Co-Founder & CEO Routinuum GmbH
This session streamed live on March 8, 2023, 16:00 PM CET.
Check out our upcoming events at: community.uipath.com
Contact us at: community@uipath.com
THIS PPT IS CREATED BY MYSELF ROHIT YEMUL,
RUTWIK DOSHI,ONKAR KUDALE,AND SANKALP KOTHARI.
IF YOU WANT THIS PPT EMAIL US ON rohityemul2067@gmail.com.
or you can DM on instagram id = thisisrohi268 (rohit yemul).
Artificial Intelligence Virtual Assistants & ChatbotsaNumak & Company
Artificial Intelligence transforms different interfaces into interactive systems that can be interacted with using Natural Language Processing technology. Thus, businesses can offer voice-integrated smart self-service solutions to their customers with Natural Dialogue Solutions, which can be positioned in different areas ranging from IVR systems to virtual assistants, from chatbots to smart systems.
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/3er7KWI
artificial intelligence in health care. how it is different from traditional techniques. growth of artificial intelligence. how hospitals are taping artificial intelligence to mange corona virus. pros and cons of artificial intelligence.
Intelligent Healthbot for Transforming Healthcareijtsrd
Healthcare bot is a technology that makes interaction between man and machine possible by using natural language processing with the support of dialogflow. Now a day people tend to seek knowledge or information from internet that concern with health through online healthcare services. The basic aim of this system is to bridge the vocabulary gap between the doctors by proving instant replies to the questions posted by patients. Automatic generated content for healthcare services are chosen instead of traditional community generated systems because they are reliable, compatible, and provide instant replies. This project report proposes a conversational Healthcare bot that is designed to prescribe, suggest and give information on generic medicines for diseases to the patients. The study introduces a computer application that act as a healthcare consultant for the patients or parents who are confused with the generic and various types of medicines for diseases Ojas Kadu | Shubham Sihasane | Swapnil Naik | Vivek Katariya | Prof. Vitthal S Gutte ""Intelligent Healthbot for Transforming Healthcare"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-3 , April 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23467.pdf
Paper URL: https://www.ijtsrd.com/computer-science/artificial-intelligence/23467/intelligent-healthbot-for-transforming-healthcare/ojas-kadu
* Artificial Intelligence can revolutionize customer engagement
* Treat the patient journey, not just the stops along the way
* Operating model: “industrialized digital”
How artificial intelligence(AI) will change the world in 2021kalyanit6
From smartphones to chatbots, Artificial intelligence is already pervasive in our digital lives. You may not know it yet. The moment behind AI is capturing, thanks to the huge amount of data that computers can collect every day about our likes, our purchases, and our movements. And experts in Artificial Intelligence Research to train or hate to learn how to train and ICT hint what we need to do to train machines.
It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society. It's a Artificial intelligence presentation that helps you to gain more knowledge about what is Artificial Intelligence’s impact on the society and our daily life. It's help us to understand tha difference between Artificial Intelligence and their positive and negative impact on the society.
Artificial Intelligence (AI), machine learning, and deep learning are taking the healthcare industry by storm. They are not pie in the sky technologies any longer; they are practical tools that can help companies optimize their service provision, improve the standard of care, generate more revenue, and decrease risk. Nearly all major companies in the healthcare space have already begun to use the technology in practice; here I present some of the important highlights of the implementation, and what they mean for other companies in healthcare.
The Revolutionary Progress of Artificial Inteligence (AI) in Health CareSindhBiotech
This Lecture is presented by our 2k23 volunteer Hina Nawaz, she is from Karachi, Pakistan, and she is covering "The Revolutionary Progress of Artificial Inteligence (AI) in Health Care".
Youtube: https://youtu.be/vhJRCj5ZgJc
The 10 most innovative companies bringing ai to healthcare optimizeinsightscare
In this issue of “The 10 Most Innovative Companies Bringing AI to Healthcare”, we have highlighted some of the renowned organizations from all over the globe
Catalysing Innovation in Pharma IT: Keeping AstraZeneca Ahead of Disruptive T...Nick Brown
Presentation by Rob Hernandez (senior data scientist) in my team at 14th Annual Pharmaceutical IT Congress in London on September 28th 2016 . Brief overview about how our world and more specifically the pharmaceutical industry is being disrupted by technology. We share some emerging technology areas that we are focusing on, demonstrating value to our R&D, Operations and Commercial teams but also how we catalyse innovation across our IT organisation. Examples include exploratory work on AI chatbots, video facial sentiment detection, scientific search and sensor technology.
ChatGPT in Healthcare Industry Improving Efficiency & Revitalizing Outcomes.pdfTechugo
ChatGPT is a vital topic of conversation between healthcare providers and patients. Although it is still in its early stages, ChatGPT has the potential to automate many tasks, support busy medical professionals, and provide better treatment.
Generative AI in Healthcare Market - Copy - Copy.pptxGayatriGadhave1
Generative AI holds significant promise in healthcare, there are also challenges related to data privacy, model interpretability, and regulatory compliance that need to be addressed. Ethical considerations and thorough validation processes are crucial to ensure the responsible and safe application of generative AI techniques in healthcare.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
3. WHAT IS INTELLIGENCE
There is no agreed definition or model of intelligence . Intelligence is a
ability to understand and thing about things, and to gain and use
knowledge.
“action is the real measure of intelligence.”
“Intelligence is what you do when you don't know what to do.”
“Intelligence is a hypothetical idea which we have defined as being
reflected by certain types of behavior.”
Einstein said, “ the true sign of intelligence is not knowledge but
imagination .”
Can we increase our intelligence ?
Deep thinking
Good reasoning
Learning from past experience
Practise
4. WHAT IS MACHINE LEARNING
machine learning is a branch of computer science
which is used to become intelligent a machine . the
concept of machine learning says that the machine
gains some knowledge with its past experience as
humans do .
A machine is work , thing , understand and take self
– decision like humans .
WHAT IS ARTIFICIALINTELLIGENCE
artificial intelligence is a branch of computer
science which is used to developed and design
intelligent machine which work and thing like
human beings , it is used to solve real world
problems .
artificial intelligence used perception, reasoning ,
learning , understanding , thinking and self-
decision to expose intelligent behavior.
5. WHAT IS CHATBOT
A Chatbot work in a couple of way : set guidelines and
machine learning
“A computer program designed to simulate
conversation with human users , especially over the
internet . “
The main factor that motivates the people to use
chatbots are:-
Productivity
Entertainment
Social and relational factor
Curiosity
6. INTRODUCTION
• A chatbot is a service or tool that
you can communicate with via
text messages. Think of chatbots
as human-to-robot instant
messaging. Using artificial
intelligence and carefully-written
computer scripts, chatbots can
recognise natural language to
have rudimentary conversations
with your customers.
7. HISTORY OF CHATBOT
1950-THE TURING TEST
Alan turing theorized that a truly intelligent machine would be indistinguishable from a
human during a text-only conversation . these ideas essentinally laid the foundations for
the chatbot revolution .
1966- ELIZA
Eliza was created at he mit ai laboratory to simulate human conversation by matching
user prompts to scriptes responses . it gave an illusion of understanding but had no built
in framework for contextualizing events .
1995-ALICE
The “artificial linguistic internet computer entity” was a natural language processing bot .
she could apply heuristic pattern matching rules to human input in order to have a
conversation, but was still not able to pass the turing test .
9. CHATBOT IN HEALTHCARE AND MEDICAL
SCIENCE
Chatbots in the healthcare field are providing patient
assistance and care .
AI-powered medical assistant can book appointment
, monitor a patient health status and perform other
time-intensive responsibilities such as inventory ,
billing and claims management .
There are three key limitations :-
Explainability
Data requirement
Transferability
10. CURRENT AI USE CASES IN HEALTHCARE
AI in “ data mining “ with ai can predict disease
AI in “ medical imaging and diagnostics “ provide precise information
AI in “ nutrition “ is enhancing the journey to a healthy and fit lifestyle
AI in “ emerging room and surgery “ is saving lives
AI in “ life style management and monitoring “ is changing the way we live .
AI in “ hospital information system ( HIS ) “ can enrich the delivery of healthcare
system .
AI in “ research “ is providing fascinating insight .
AI in “ mental health “ is building a strong support system for patients
AI in “ pharma “ is enabling the discovery of a new class of diagnostic and treatment
AI in “ virtual assistant “ to communicate with patients in an efficient way
11. HOWCHATBOT WORKS
• Chatbots reside in the most commonly used
apps and in the form of assistants on various
websites where they can converse with the
users.
• With advanced machine learning algorithms and
natural language processing enabled, these
chatbots can create maps linking symptoms and
diseases.
• Chatbots in the industry for medical care, ask
some standard questions and help create a
profile based on age, sex, and medical history.
They can record the user's history and analyze
symptoms based on user's inputs.
• They can also use image and voice processing to
record and match symptoms against the
database.
12. FEATURES OF CHATBOT
Intuitive chatbot creation
Bussiness workflow integration
Natural language understanding
Secure communication support
HIPAA compliance
Deployment on facebook messenger ,
SMS and web
Chatbot campaigns
Support for image and file
Support video chat
Scalable and expandable
13. EVOLUTIONOF AI IN HEALTHCARE
• The evolution of AIS and its application
has a vast spectrum in healthcare. The
most important reason is that there is
non-availability of trained manpower in
both medical and para-medical fields.
• Healthcare is one of the largest and
most rapidly growing segments of AI,
driven predominantly by innovation in
clinical research, robotic personal
assistants and big data analytics.
Healthcare is poised to accelerate
investments in AI over the next three
years
14. AI IN GLOBAL HEALTHCARE MARKET
• In Canada, the city of Hamilton’s health
department has collaborated with IBM to
built AI capabilities that can improve health
outcomes and decrease the cost of care , by
leveraging existing patient data .
• Chief Information Officer ( CIO ) in
healthcare organization are ready to engage
AI platforms to achieve greater customer
experience , particularly as a recent survey
by HCF revealed that over 80% of
australians are comfortable with AI being
used to diagnose common medical
problems are interpret test results .
15. IMPACT OF AI IN HEALTHCARE
• According to a 2016 report from CB
Insights , about 86% of healthcare
provider organizations are currently
using AI in some way.
• As per world health organization (WHO
), the world will be short of about 13
million healthcare workers by 2035.
• Developers have launched more than
33,000 facebook messenger chatbots
since April 2016 . What’s more, 80% of
frands across industries will be using
chatbots for customers interactions by
2020, according to research conducted
by oracle .
16. KEY AI TECHNOLOGIES TRANSFORMING HEALTHCARE
Natural language processing
Deep learning
Context aware processing
Intelligent robotics
17. TECHNIQUES OF A.I IN HEALTHCARE CHATBOT
There have been a number of artificial
intelligence (AI) tools developed over the
past decade Many of these have found their
applications in medical and health-related
areas. Commonly applied AI techniques can
be listed as:
Neural networks
Fuzzy logic
Support vector machines
Genetic algorithms
Hybrid systems
fuzzy logic and the relatively new support
vector machines.
18. APPLICATIONS OF AI IN HEALTHCARE
• Managing medical records and
others data
• Treatment design
• Digital consultation
• Virtual nurses
• Medication management
• Drug creation
• Precision medicine
• Health monitoring
• Healthcare system analysis
20. OBSTACLE FOR AI CHATBOT IN THE FUTURE
One of the main hurdles for AI would be
its adoption . Healthcare professionals
would have to educated about the need
for AI . They should also be made
comfortable for work in an environment
where AI is present . Many doctors
would not be open to the information
provided by a machine, and they would
be educated to accept AI .
Compliance and FDA regulations can be
another major problem . Currently, with
AI being only partially understood, the
amount of importance that has to be
given AI would also be a question that
lurks in the minds of the FDA personnel
.
21. DIFFICULTIES IN HEALTHCARE AI ADOPTION
The industry is receptive to new
ways to improve diagnostics, patient
care, and financial efficiencies.
However, these AI healthcare
companies contend with some
significant challenges with regards
to widespread AI adoption in the
healthcare.
Case study conundrum
Black box issue
Stakeholder complexities
Current trends
22. COMPONENTS OF A CHATBOT
LOGIC
Logic is the part of the chatbot that
decide how to act on the user input
. Standard IF – THEN logic can be
enhanced with heuristics & AI
creating powerful decision engines .
CONTENT
Content refers to the text & context
of the chatbot conversation . Richer
content with subject matter
information leads to more useful
chatbots .
32. CHALLENGES AND LIMITATION
Giving human intelligence is almost
impossible
Time constraints
Enough knowledge representation
Should be very specific keyword
Technological limitation of AI
Medical limitation
Ethical challenges
Better regulations
Misconceptions and overhyping
Human rejection
33. FUTURE SCOPE OF AI IN HEALTHCARE
More efficent and Voice Chatting chatbot .
Chatbots are everywhere, and the sector where they
will probably make the maximum impact on in the
near future is healthcare.
No need to pay unnecessary visits to a doctor,
chatbots are here to help you AI and ml-powered
solutions have already shown the ability to perform
tasks, in many cases, Better than humans. Leaders like
amazon are calling AI a “golden age” and are setting a
new Standard for competitive differentiation.
AI is expected to enhance healthcare for both patients
and doctors . Clubbed with big data analytics, AI could
yield faster and accurate diagnoses . All these would
result in decreased healthcare cost .
34. DATA SAFETY AND PRIVACY AND RISK
• The ministry of health and family welfare is working on a sector -
specific legislation , tentatively called the healthcare data privacy
and security act .
• In 2016 , the hacking of a Mumbai – based diagnostic laboratory
database led to the leaking of medical records ( including HIV
reports of over 35000 patients ) .
• Hacker can exploit AI solutions to collect private and sensitive
information such as electronic health record .
35. COMMON VULNERABILITIES ADDRESSED IN CHATBOT
Man-in-the-middle
Chat log stored on user
device
Encryption of messages in
transit
Encryption of data at rest
Use of external NLP services
Logging and access rights
36. SECURITY FOR CHATBOTS
The privacy and security of patient health information is a top priority for patients and
their families, health care providers and professionals, and the government. Federal laws
require many of the key persons and organizations that handle health information to have
policies and security safeguards in place to protect your health information — whether it
is stored on paper or electronically.
HIPAA, also known as Public Law 104-191 . The act, which was signed into law by
President Bill Clinton on Aug. 21, 1996 .
The Health Insurance Portability and Accountability Act of 1996 (HIPAA) is the main
Federal law that protects health information. The HIPAA Privacy and Security Rules protect
the privacy and security of individually identifiable health information. HIPAA Rules have
detailed requirements regarding both privacy and security.
The HIPAA Privacy Rule covers protected health information (PHI) in any medium .
The HIPAA Security Rule covers electronic protected health information (ePHI).
37. CONCLUSION
THE KEY IS TO ENSURE THAT MAJORITY OF THE POPULATION CAN
ACCESS AND THEREFORE BENEFIT FROM THIS TECHNOLOGICAL
DISRUPTION. IF INDIA IS SUCCESSFUL IN DOING SO, THERE IS AN
OPPORTUNITY TO BENEFIT FROM THE POSITIVE CHANGES THAT
TECHNOLOGY WILL BRING TO HEALTHCARE.
ARTIFICIAL INTELLIGENCE HAS A RANGE OF APPLICATIONS ACROSS
THE HEALTHCARE SECTOR. BY PERFORMING DESCRIPTIVE, PREDICTIVE
AND PRESCRIPTIVE FUNCTIONS, AI IN HEALTHCARE IN INDIA IS
CURRENTLY AUGMENTING HUMAN CAPACITY RATHER THAN TO
REPLACING HUMAN LABOUR ALTOGETHER.