2024 AI in Healthcare: Best AI Services and Tools in Healthcare with Genuine User Reviews and Rating

Derek Ding
3 min readJul 10, 2024

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Generative AI helps to drive tremendous growth in healthcare industry. Starting from year of 2023, we are witnessing an outbreak and rapid growth of Generative AI technology. Typical generative AI systems such as ChatGPT, Gemini, Claude, Perplexity AI have wide applications in many areas of AI search engine, chatbot assistant, automatic text summarization, text and image generation, etc. Customers and healthcare industry practitioners can increase productivity and save time on daily work. In this blog, I will introduce you how to use the platform DeepNLP AI App Store (“Yelp” of AI products and services) to research and compare the performance of multiple AI service and tools from genuinein user reviews and rating on different aspects of answers to AI in finance related questions.

Unlike most Large Language Models(LLM) benchmark and arena’s win-rate metric, which is difficult for customers to understand (1 vs 1 metric) , users’ reviews on DeepNLP AI store is about AI tool’s performance in a detailed subfield of the industry, such as “Ask ChatGPT HOSPITAL APPOINTMENT Related Questions” and “Ask Gemini ILLNESS Related Questions”. Users can give rating 1 to 5 stars on different aspects of the answeres generated by AI systems, including “Overall”, “Correctness”, “Helpfulness”, “Interesting”. They can also give rating to any customized aspect of the service, such as “whether the information is realtime”, “generation speed”, and many others. Here, we are going to cover different sub areas of AI in Healthcare, including:

  1. AI in HOSPITAL APPOINTMENT

2. AI inILLNESS

3. AI in MEDICINE

4. AI in NURSING

5. AI in BEAUTY

6. AI in ELDERLY CARE

7. AI in MEDICAL INSTRUMENT, etc.

AI in Healthcare User Reviews and Ratings: http://www.deepnlp.org/store/healthcare

AI in HEALTHCARE: Genuine User Reviews, Ratings and Questions

1. HOSPITAL APPOINTMENT

Typical Prompts:

- You are an assistant of dentist appointments. I will give you some tasks. The first task is “I just moved to the Bay Area of California and I want to make an appointment with the dentists in this area. Can you give me some tips and recommendation?”
- And my follow-up question is “I want some recommendation of dentists near San Jose downtown area”.

website: http://www.deepnlp.org/store/healthcare/hospital-appointment

2. ILLNESS

Typical Prompts:

- You are a doctor or expert in illness. I will ask you a few questions about illness. The first question is “What are the food to avoid for people with Diabetes?”

website: http://www.deepnlp.org/store/healthcare/illness

3. MEDICINE

Typical Prompts:

- You are a pharmacist or expert in medicine. I will ask you a few questions about medicine. The first question is “What medicine should I take to help relieve the arthritis pain? “

website: http://www.deepnlp.org/store/healthcare/medicine

4. NURSING

Typical Prompts:

- You are a specialist in nursing healthcare. And I am going to ask you a few questions. The first question is “I want to find nurses for after surgery recovery in California. What to consider?”
- The follow up question is “How much does nursing cost on average in California and is it covered by insurance?”

website: http://www.deepnlp.org/store/healthcare/nursing

5. BEAUTY

Typical Prompts:

- You are an expert in plastic surgery and I will ask you a few question about beauty in healthcare. The first question is “What is a lip augmentation surgery and are the lip fillers harmful to your health?”
- The follow up question is “What’ the minimum age of getting a lip augmentation surgery?”

website: http://www.deepnlp.org/store/healthcare/beauty

6. ELDERLY CARE

Typical Prompts:

- You are an expert in elderly care and I will ask you a few question about elderly care in healthcare. The first question is “What factors should I consider when choosing nursing homes in San Jose for elderly people?”

website: http://www.deepnlp.org/store/healthcare/elderly-care

7. MEDICAL INSTRUMENT

Typical Prompts:

- You are an expert in medical instrument and I will ask you a few question about medical instrument care in healthcare. The first question is “What factors should I consider when choosing pacemaker for elderly people?”
- You are an expert in medical instrument and I will ask you a few question about medical instrument care in healthcare. The first question is “How to choose cochlear implant for deaf patiens, especial yound kids under age of 12?”

website: http://www.deepnlp.org/store/healthcare/medical-instrument

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Derek Ding

AI,ML,NLP practitioner Academic services: SIGKDD,CIKM PC Member