Difference between revisions of "Watch me Build a Healthcare Startup"

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* [[Natural Language Processing (NLP)]]
 
* [[Natural Language Processing (NLP)]]
 
* [http://github.com/re-search/DocProduct DocProduct]
 
* [http://github.com/re-search/DocProduct DocProduct]
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* [http://github.com/dmis-lab/biobert BioBERT | DMIS-Lab - GitHub] a language representation model for biomedical domain, especially designed for biomedical text mining tasks such as biomedical named entity recognition, relation extraction, question answering, etc.
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* AI Model(BioBERT , input question into retrained bioBERT to convert into an embedding. Input the embedding into a fully connected neural network, output an embedding for similarity lookup. Most similar Q&A's used by GPT-2 to generate an answer. )
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** [[Bidirectional Encoder Representations from Transformers (BERT)]]
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** [http://github.com/dmis-lab/biobert BioBERT | DMIS-Lab - GitHub] a language representation model for biomedical domain, especially designed for biomedical text mining tasks such as biomedical named entity recognition, relation extraction, question answering, etc.
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*** [[Bidirectional Encoder Representations from Transformers (BERT)]]
 
* [http://flutter.dev/ Flutter] is Google’s portable UI toolkit for building natively-compiled applications for mobile, web, and desktop from a single codebase.
 
* [http://flutter.dev/ Flutter] is Google’s portable UI toolkit for building natively-compiled applications for mobile, web, and desktop from a single codebase.
 
** [http://flutter.dev/docs/development/ui/widgets Flutter Widget catalog]
 
** [http://flutter.dev/docs/development/ui/widgets Flutter Widget catalog]

Revision as of 18:37, 26 June 2019

YouTube search... ...Google search

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Dr Source

I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and video as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy! How to Build a Biomedical Startup | Siraj Raval

Macy

I'm going to show you the entire process I used to conceive, design, and build the prototype for a healthcare startup business! This app is called "Macy", your personal Yoga Instructor. It uses a machine learning model called PoseNet to detect human poses and overlay a skeleton stick figure on top. I retrained posenet on labeled Yoga poses images so it could detect when a person correctly performs a certain pose, then i used speech generation to have the Flutter app guide your actions from pose to pose, just as a real Yoga instructor would do. The goal is to help a user reduce stress, anxiety, and depression through a series of guide meditative poses. I've integrated a subscription service and some interesting design schemes, but the app isn't finished! There is still more to do. The point is to give you the starting template to start your own profitable business. Enjoy! How to Build a Healthcare Startup | Siraj Raval - GitHub

SmartMedScan

I'm going to build a medical imaging classification app called SmartMedScan! The potential customers for this app are medical professionals that need to scale and improve the accuracy of their diagnoses using AI. From ideation, to logo design, to integrating features like payments and AI into a single app, I'll show you my 10 step process. I hope that by seeing my thought process and getting familiar with the sequence of steps I'll demonstrate, you too will be as inspired as I am to use this technology to do something great for the world. Enjoy! "AI Startup Prototype" | Siraj Raval - GitHub

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