DOCTOR AI A Virtual Health Assistant with Expert Recommendations

DOCTOR AI A Virtual Health Assistant with Expert Recommendations.

[Audio] This training video will go over the table of contents for our latest project, "DOCTOR AI: A Virtual Health Assistant with Expert Recommendations". The contents include an introduction to our project and the problem statement it aims to address. We will also discuss the existing literature on virtual health assistants and the objectives of our project. We will then explain the development process and demonstrate the capabilities of DOCTOR AI. Additionally, we will touch on the technical aspects and future plans for the project, as well as provide a project timeline through a Gantt chart. The video will conclude with a summary of the key points and an invitation for questions and feedback. Let's move on to the next slide..

[Audio] This is a training video on Doctor AI, a virtual health assistant developed by the Department of Artificial Intelligence at Dawood University of Engineering and Technology. On slide number 3, the names and student identification numbers of the team responsible for its development are listed. The team consists of highly talented and dedicated individuals with a passion for using artificial intelligence in the healthcare industry. Doctor AI is a cutting-edge virtual health assistant that provides personalized and accurate health recommendations using the latest advancements in AI. It aims to eliminate long wait times and unreliable diagnoses. The team has put in countless hours to ensure its reliability and efficiency for both the medical community and patients. It is expected to greatly enhance the efficiency and accuracy of healthcare delivery. Thank you for watching this video and stay tuned for the rest of the presentation to learn more about the features and benefits of Doctor AI..

[Audio] Slide number 4 covers the introduction of our virtual health assistant, Doctor AI. This system was developed by the Department of Artificial Intelligence at Dawood University of Engineering and Technology, supervised by Engr. Hamza Farooqui. Doctor AI is a virtual health assistant that utilizes artificial intelligence to provide efficient and accurate healthcare support to users. Its main purpose is to bridge the gap between users and healthcare services by offering various features such as personalized medical consultations, expert recommendations for medicines, suggestions for trusted doctors, and emergency support. The goal is to make healthcare services more accessible and reliable with the power of AI. The system is designed to cater to the importance of timely and accurate healthcare. In conclusion, Doctor AI aims to provide seamless healthcare support to users through the use of artificial intelligence. Let's move on to the next slide..

[Audio] This training video will focus on DOCTOR AI, a virtual health assistant that offers expert recommendations. Slide 5 out of 27 will discuss access barriers in the healthcare system. Despite advancements, many individuals struggle to access timely medical advice for minor health concerns. Long wait times for appointments are a major access barrier and can cause inconvenience and delay necessary treatment, putting individuals' health at risk. Financial barriers, such as high out-of-pocket expenses for consultations, can also prevent individuals from seeking necessary medical advice, especially those in low-income brackets. The Department of Artificial Intelligence at Dawood University of Engineering and Technology is dedicated to bridging the gap between individuals and quality healthcare. DOCTOR AI aims to provide quick and accurate medical advice to those in need, regardless of their location or financial situation. By addressing these access barriers, we hope to not only help patients, but also healthcare learners in their journey towards providing the best care to individuals. In our next slide, we will discuss the problem statement in more detail. Stay tuned for more information on DOCTOR AI..

[Audio] Slide 6 out of 27 is titled "Popular Systems". This slide discusses popular virtual health systems that utilize AI technology for consultations and symptom assessment. These systems have gained recognition in the medical field, but also raised concerns about their effectiveness and limitations. The first system we will talk about is Babylon Health. It offers virtual GP appointments, making it a convenient option for patients who are unable to physically visit a doctor. However, it lacks emergency support and localized doctor recommendations, which can be a significant drawback in urgent situations. Next, we have Ada Health, a chatbot designed for symptom assessment. It is a good resource for general health advice, but does not provide emergency or doctor recommendations, which can be an issue for patients in need of immediate medical attention. WebMD Symptom Checker is another popular system that relies on AI technology for symptom assessment. However, it lacks in-depth symptom reasoning, which can affect its accuracy and reliability. Literature Review is a system that uses AI technology to analyze medical literature and provide recommendations. While it can be a useful resource for doctors and researchers, it is not directly accessible to patients for consultation. Lastly, there is AI-powered consultation using symptom input, a system that offers virtual medical consultations through AI. Although it may seem convenient, it is important to note that it also lacks emergency support and localized doctor suggestions. In conclusion, these popular systems have their strengths and weaknesses. While they offer convenient and accessible options for patients, they may not be suitable for every medical situation. It is crucial for individuals to carefully consider their needs and limitations before relying solely on AI-powered systems for medical advice. That concludes our discussion on popular systems in virtual health..

[Audio] The presentation will now cover slide number 7 out of 27, focusing on "Doctor AI: A Virtual Health Assistant with Expert Recommendations". This slide will discuss the features and capabilities of our "All-in-One Health Assistant". Our virtual health assistant is designed to offer a comprehensive and effective healthcare solution. One notable feature is the emergency and local doctor support, which enables immediate assistance in case of a medical emergency. Additionally, our assistant utilizes GPT-3.5 Turbo to provide real-time and intelligent responses for accurate and contextual medical information. Furthermore, our virtual health assistant is user-friendly and scalable, incorporating symptom checking, doctor recommendations, and emergency aid, benefitting both users and medical professionals and students. Our assistant is tailored for easy use, particularly in areas like Karachi. As we continue to enhance our virtual health assistant, we plan to introduce voice input/output for increased accessibility and to establish trust with our users. The "one-tap ambulance feature" allows for quick access to emergency services, and our assistant also suggests nearby specialists based on data gathered from doctors. Please stay tuned for the next slide, where we will delve into the technical aspects of our "Doctor AI"..

[Audio] Slide number 8 of our presentation will focus on the growing demand for AI in healthcare and the performance metrics from previous studies. According to Statista (2023), the use of AI in healthcare is expected to reach $102 billion by 2028. This shows an increasing recognition and adoption of AI technology in the healthcare sector. In fact, Accenture (2020) reported that over 70% of users prefer digital health assistants for basic medical queries, indicating the trust and reliance users have on AI-powered assistants for their healthcare needs. But what do studies say about the actual impact of AI in healthcare? Laranjo et al. (2018) found that AI chatbots improved patient satisfaction by up to 60%, showing a significant improvement in patient experience, a crucial aspect of healthcare delivery. Topol (2019) also conducted a study which revealed that virtual assistants reduced wait times by 40% in minor cases, demonstrating the efficiency and effectiveness of AI in streamlining processes and improving healthcare delivery. Furthermore, Zhou et al. (2019) highlighted in their study that NLP advancements have increased chatbot accuracy to approximately 85%, indicating the rapid advancements in AI technology and its constantly improving performance in the healthcare industry. In conclusion, the demand for AI in healthcare is growing and previous studies have shown its potential in improving patient satisfaction, reducing wait times, and increasing accuracy. These performance metrics are just a glimpse of the endless possibilities that AI offers in revolutionizing healthcare..

[Audio] We will be discussing the adoption rates and user base of AI virtual health assistants on slide number 9. This information is crucial for understanding the current landscape of AI in the healthcare industry. Babylon Health has reported 4.3 million consultations as of 2022, solidifying its position as a major player in the market. Ada Health has over 10 million users globally, indicating a strong demand for AI-based health solutions. However, the popular WebMD symptom checker lacks live interaction, leading to a less personalized experience for users, despite receiving millions of monthly visits. It is also concerning that only 20% of AI systems offer emergency support, which is an essential feature in healthcare. This highlights the need for further development and implementation of AI in emergency situations. Additionally, many AI systems lack localization of doctor recommendations, which can significantly impact their accuracy and effectiveness in providing expert advice. In conclusion, the adoption rates and user base of AI virtual health assistants demonstrate the potential and demand for this technology in the healthcare industry. However, there are still significant gaps that must be addressed and improved in order to maximize the capabilities of AI in healthcare..

[Audio] In this presentation, we will be discussing "Doctor AI: A Virtual Health Assistant with Expert Recommendations". The current topic is our project objectives for the AI Health Assistant. Our main focus is to construct a chatbot that acts as a digital health assistant for individuals. This chatbot allows users to describe their symptoms and receive immediate and useful responses, offering a convenient and efficient means of accessing health information. Additionally, the AI Health Assistant will suggest over-the-counter medications based on users' symptoms, rather than providing prescriptions. This feature aims to offer a quick and accessible way for users to find appropriate medication for their health concerns. Through the use of artificial intelligence, we aim to make healthcare more convenient and accessible to everyone. By incorporating technology, our AI Health Assistant strives to provide accurate and reliable health information to users in the comfort of their own homes. Now, let's proceed to the next slide where we will discuss the next aspect of our Doctor AI project..

[Audio] "Slide 11 discusses the features of our virtual health assistant, DOCTOR AI, which provide users with medical attention and emergency support. The Doctor Suggestions feature helps users find qualified healthcare professionals in their area, making it easier to seek necessary medical attention. With DOCTOR AI, expert recommendations are readily available, making it a convenient and reliable healthcare tool. The Emergency Support feature allows for quick access to medical assistance during emergency situations. This provides a sense of security and assurance for our users. Both features aim to make DOCTOR AI a comprehensive and efficient virtual health assistant. With DOCTOR AI, users have peace of mind knowing they have access to expert recommendations and emergency support in one platform. Please continue to the next slide for more information on DOCTOR AI's features.".

[Audio] Slide 12: The next feature of Doctor AI is "Support for Medical Learners." This feature is designed to quickly and accurately answer clinical queries for doctors and students. Using advanced technology, Doctor AI analyzes large amounts of medical data to provide relevant and helpful information. Our goal is to support medical learners and provide a trustworthy resource for their questions. We also take pride in being aligned with the UN Sustainable Development Goals, as we believe in promoting accessible healthcare for all. With Doctor AI, we strive to contribute to this goal. In conclusion, "Support for Medical Learners" is just one of many features that make Doctor AI a valuable virtual health assistant. We are committed to providing the best support for medical professionals and students, while also promoting accessible healthcare for all. Stay tuned for the rest of the presentation..

[Audio] DOCTOR AI is a virtual health assistant that provides expert recommendations. Our team at Dawood University of Engineering and Technology utilizes the AGILE methodology for continuous improvement and adaptability in our project. The three key Agile principles we follow are iterative development, user feedback integration, and flexibility and adaptability. This methodology allows us to continuously improve our project in small cycles and meet deadlines, involve end-users in the development process, and adapt to changing technology and user needs. As a result, we are able to deliver a high-quality product that meets the needs and expectations of our users. Thank you for watching and stay tuned for more on DOCTOR AI..

[Audio] This presentation is about "DOCTOR AI - A Virtual Health Assistant with Expert Recommendations." We will discuss the process of model selection for DOCTOR AI on slide number 14. Our team at the Department of Artificial Intelligence, Dawood University of Engineering and Technology, has worked under the supervision of Engr. Hamza Farooqui to create an efficient and accurate virtual health assistant. The first step in our model selection was data collection and preprocessing. We collected data from various authentic sources, including doctors' details such as their names, specializations, and locations. This data was then cleaned and formatted for seamless integration into our system. We tested three different models, namely Random Forest, Logistic Regression, and Medical LLaMA. After careful consideration, we selected GPT-3.5 Turbo for its efficiency, high accuracy, and easy integration into our system. This concludes our discussion on the model selection process for DOCTOR AI..

[Audio] In slide number 15, we will discuss the steps for using DOCTOR AI, a virtual health assistant with expert recommendations. The first step is to open the web application on any internet-accessible device. Then, the user will interact with the chatbot, which is the primary means of communication with DOCTOR AI. The user will input their symptoms, and DOCTOR AI's advanced artificial intelligence algorithms will analyze them to determine the presence of a disease. In an emergency, DOCTOR AI will immediately alert the user and recommend seeking medical attention to potentially save lives. For less serious cases, DOCTOR AI will suggest medication based on the user's symptoms and medical history. Once the patient is treated, DOCTOR AI will also provide expert recommendations for nearby specialists if further treatment is needed. In critical situations, DOCTOR AI offers the convenience of a one-tap ambulance call. After the process is complete, DOCTOR AI will recommend nearby pharmacies for the prescribed medication, making it easier for the user to obtain. Thank you for watching slide number 15 of our DOCTOR AI presentation. We hope this has provided a better understanding of how the virtual health assistant operates. Please continue watching for more information on this groundbreaking technology..

[Audio] The system architecture of Doctor AI, a virtual health assistant with expert recommendations, is designed to provide users with a seamless and efficient experience. The first step is for the user to input their symptoms, which are then analyzed by our model using a series of algorithms to determine a diagnosis. Additionally, our system has a sorting feature that takes into account the user's location, providing more accurate and precise recommendations specific to their area. Doctor AI is a trust-worthy technology that is supervised by Engr. Hamza Farooqui and developed by the Department of Artificial Intelligence at Dawood University of Engineering and Technology. Its advanced technology and reliable recommendations make it a valuable tool in the healthcare industry. We hope this presentation has given you a better understanding of the system architecture of Doctor AI. Stay tuned for the remaining slides..

Visual Demonstration.

[Audio] In this slide, we will explore the different services offered by Doctor A1 - A Virtual Health Assistant with Expert Recommendations. The "Home" section serves as the main page where important information about Doctor A1 can be found. The "About" section provides a brief introduction to Doctor A1 and its purpose, as well as insight into the company's values and mission. The "Services" section offers a diverse range of healthcare services provided by expert doctors, including personalized recommendations for any health-related concerns. The "Pages" section contains important resources such as FAQs, terms and conditions, and privacy policy. The "Blog" section features informative articles and blog posts related to health and wellness, as part of our commitment to educating and empowering our patients. For inquiries and feedback, our team can be reached through the "Contact" section. The "Appointment" section allows for hassle-free booking of appointments with our doctors. Our ultimate goal at Doctor A1 is to promote the health and well-being of our patients, adhering to the belief that "prevention is better than cure". We take pride in providing top-notch healthcare services at the click of a button. The "Chat with Doctor A1" feature allows patients to communicate with our doctors in real-time, making medical advice more accessible and convenient. As a testament to our services, we are proud to have successfully helped over 3551 patients and received positive reviews from more than 120 people. Stay healthy and safe with your A1-powered healthcare partner, just one click away..

[Audio] This slide will discuss the various services provided by Doctor AI, a virtual health assistant with expert recommendations that offers 24/7 healthcare solutions. The Home page allows users to access features such as disease diagnosis, medication suggestions, and doctor recommendations. The About section provides more information on the platform and the team's expertise in AI and healthcare. The Services page lists services like ambulance, pharmacy, and 24/7 medical emergency assistance. The Pages section ensures easy navigation for users. The Blog offers medical news and expert opinions. The About Us page states the platform's values and goals. The Contact page is available for queries and concerns. The Appointment page allows users to book appointments with trusted and experienced medical professionals. Doctor AI is not just a virtual assistant but a reliable partner for health management. The platform also offers additional services such as ambulance, pharmacy, medical emergency assistance, oxygen on wheels, and on-duty doctors. Visit the website for more information on the benefits of using Doctor AI..

[Audio] As we reach slide number 20, our topic of discussion is the Doctor AI emergency helpline. This feature is designed to provide immediate help and support in emergency situations. It can be easily accessed on the home screen of the Doctor AI app. With just one tap, users can call the nearest ambulance service and receive the necessary assistance. At Doctor AI, we recognize the importance of prompt response and action during emergencies. That is why we have included multiple ambulance services on our helpline, such as Edhi Ambulance, Chhipa Ambulance, and Aman Ambulance. In the event of a medical emergency for oneself or a loved one, users can quickly call for an ambulance by tapping on the "Call Now" button next to the ambulance service of their choice. We understand the critical nature of time in emergencies, and our emergency helpline allows for easy and efficient access to the required help. We would like to thank you for your attention to this essential feature of Doctor AI. Please continue following our presentation as we highlight other services and features that make Doctor AI the ultimate virtual health assistant..

[Audio] Slide number 21 of our presentation focuses on the benefits of using our virtual health assistant, Doctor AI, specifically the feature of Doctor AI Chat. On the screen, the patient is showing symptoms of fever and sneezing. With Doctor AI Chat, the patient can input their symptoms and receive expert recommendations. Based on the symptoms, Doctor AI suggests that the patient may be experiencing a common cold or seasonal flu. The patient can then request a recommendation for a specialized doctor and select "yes recommend". Three nearest doctors, specializing in general medicine and infectious diseases, located in Agha Khan and with the closest one at only 1.15 km away, will be suggested. Additionally, Doctor AI allows direct communication between the patient and the recommended doctor through the chat feature by simply typing in the symptoms and hitting send. This not only saves time and effort, but also ensures the best possible care for the patient. This concludes slide number 21 of our presentation on Doctor AI. Stay tuned for the remaining slides to learn more about this innovative virtual health assistant. Thank you for considering using Doctor AI for all your healthcare needs..

[Audio] Slide number 22 out of 27 in our training video will cover the technicalities of DOCTOR AI, a virtual health assistant with expert recommendations. The table on this slide contains important information about the program. Let's begin by discussing the frontend framework, which is built using Next.js. This popular framework helps to create modern and dynamic websites and is based on the next.config.ts file to configure program settings. Moving on to the language used, DOCTOR AI utilizes TypeScript, which includes .ts and .d.ts files for type checking and improved code quality. For styling, DOCTOR AI uses Tailwind CSS, a popular utility-first framework, as seen in the tailwind.config.ts and postcss.config.mjs files. Lastly, the backend framework is also Next.js, allowing for efficient handling of both frontend and backend tasks. Thank you for listening to this overview of the technicalities of DOCTOR AI. We hope this has provided a better understanding of the program. Stay tuned for the remaining slides in this training video..

[Audio] Slide number 23 out of 27 introduces the Enhanced Doctor Recommendation feature which expands our database coverage and integrates AI-driven symptom analysis. With this feature, our virtual health assistant can accurately assess symptoms and provide personalized medical advice. To make this feature more accessible, an Android/iOS app will be launched, allowing users to access our platform on their mobile devices. In the future, we plan to enable voice support for our virtual health assistant through a voice chatbot, increasing its reach and convenience. We also have plans to deploy our platform on cloud platforms for increased scalability, speed and security for users' health data. Additionally, a mobile app is being developed to make accessing our services even more convenient. Our commitment to constantly evolving our virtual health assistant ensures it remains the most advanced and convenient healthcare solution for our users. We now move on to slide number 24..

[Audio] Slide 24 of our presentation focuses on the challenges we encountered while developing DOCTOR AI. Our team at the Department of Artificial Intelligence at Dawood University of Engineering and Technology, led by our supervisor Engr. Hamza Farooqui, set out to create a virtual health assistant that offers expert recommendations to bridge the gap between patients, doctors, and digital health. We conducted extensive research on real-world healthcare gaps, existing AI models, and medical datasets to train our system. One of the major obstacles we faced was adapting AI to understand diverse symptoms and provide accurate responses, requiring a great deal of expertise and dedication from our team. However, the significance of our project cannot be overlooked. DOCTOR AI is a virtual health assistant that not only guides users but also supports doctors and predicts potential diseases, making it a major advancement in the healthcare field. Our success can be attributed to our continuous teamwork, rigorous testing, and consideration of valuable user feedback, resulting in a reliable and efficient medical solution. Accessibility was a key focus in this project, as we aimed to create an easy-to-use AI-based health assistant that empowers users to take control of their health while also supporting medical learning. Our research on DOCTOR AI has been a valuable learning experience for our team, providing insights and knowledge in the field of artificial intelligence and its application in healthcare. In conclusion, we are proud to present DOCTOR AI to the world, and we hope that our summary has given you a deeper understanding of its potential to revolutionize the healthcare industry..

[Audio] Slide number 25 contains the Gantt chart for our project, DOCTOR AI - A Virtual Health Assistant with Expert Recommendations. The Department of Artificial Intelligence at Dawood University of Engineering and Technology, under the guidance of Engr. Hamza Farooqui, presents this chart. It outlines the six main components of our project: research and analysis, data extraction, UI/UX, virtual assistant development, component integration, and pilot evaluation. The project will take six months to complete, starting from November-December and ending in May-June with a pilot evaluation. The first phase is research and analysis to gather information and analyze existing technologies in the healthcare industry. Then, we will extract and organize data in the second phase. In the third phase, we will design a user-friendly and visually appealing interface. The most crucial part is the development of the virtual assistant, where we will program and integrate all components. The final two phases are component integration and pilot evaluation to ensure seamless functionality and test the effectiveness and accuracy of our virtual assistant. This Gantt chart provides a clear timeline and roadmap for the successful completion of our innovative project, DOCTOR AI - A Virtual Health Assistant..

[Audio] As we near the end of our presentation on Doctor AI, important references have contributed to the development and potential of this virtual health assistant. The global market size for AI in healthcare is projected to reach a significant amount by the year 2023, according to Statista. This indicates the growing demand and potential for AI in the healthcare sector. According to Accenture, their 2020 report on the digital health technology vision highlights the importance of meeting the needs and expectations of modern healthcare consumers. Research studies and academic sources also support the significance of AI in healthcare. Laranjo et al. found in their 2018 systematic review that conversational agents, like Doctor AI, have the potential to improve patient care and outcomes. In his book "Deep Medicine," Dr. Eric Topol stresses how AI can humanize healthcare by enhancing efficiency and accuracy. The 2019 study by Zhou et al. focuses on the role of natural language processing in AI-powered healthcare assistants. By incorporating these references, our goal is to deepen your understanding of the potential and advantages of Doctor AI. Thank you for tuning in and we hope you found this training video informative and helpful..

[Audio] Thank you for watching this training video on Doctor AI, a virtual health assistant with expert recommendations. We hope this presentation has provided you with valuable knowledge and insights on this cutting-edge technology. In this final slide, we will briefly introduce some key AI technologies and systems used in the healthcare industry. One of these is OpenAI GPT-3, also known as the Turbo Documentation, which is an advanced language processing model that can generate human-like text. It is being utilized in various healthcare applications to save time and improve accuracy. Google Research's AMIE, or Articulate Medical Intelligence Explorer, is another AI system designed for diagnostic reasoning and clinician support. Its goal is to aid doctors in making accurate and timely diagnoses. Moving on to AI health apps, there is Babylon Health, which offers remote consultations with doctors and personalized health advice. Ada Health, an AI-powered symptom checker that uses natural language processing, provides personalized health assessments. Lastly, WebMD's Symptom Checker is a popular online tool that helps users identify potential health conditions based on their symptoms. These are just a few examples of how AI is transforming the healthcare landscape and enhancing patient care. For more information, we recommend visiting the provided websites. This concludes our presentation on Doctor AI. Thank you for taking the time to watch. We hope you found it informative and insightful. Have a great day!.