Innovating with Biomathematics

Innovating with Biomathematics

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Innovating with Biomathematics
The challenge of building user-friendl

Machine learning in medicine using JavaScript: building web apps using TensorFlow.js for interpreting biomedical datasets 18/12/2023

I have integrated the diabetes model to a chatbot using openAI APIs, the results are promising.👌💕

New paper coming out soon. I have also used medical images. The bot can choose which model to use, and make a diagnosis using those pretrained models.



Machine learning in medicine using JavaScript: building web apps using TensorFlow.js for interpreting biomedical datasets Introduction: Contributions to medicine may come from different areas; and most areas are full of researchers wanting to support. Method: We have used TensorFlow.js for modeling using neural networks biomedical datasets from Kaggle. We have modeled three datasets: diabetes detection, surgery complic...

Machine Learning based APIs using Nest.js 16/12/2023

I have exploring the potential of openAI as API basic engine. It is amazing how much you can achieve with those APIs from openAI.💕👌

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Machine Learning based APIs using Nest.js

building a machine learning based app using chatGPT in TypeScript (with unit testing)



Machine Learning based APIs using Nest.js building a machine learning based app using chatGPT in TypeScript (with unit testing)

SnakeChat: a conversational-AI based app for snake classification 14/12/2023

I am happy with the review of my latest paper, that already has enough to be approved as a final paper.👌💕

The reviews ranged from 3/5 stars!❤️



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

SnakeChat: a conversational-AI based app for snake classification 13/12/2023

Having the ability of fastly predict a snake species can make the difference. There are more than 2.000 species, Brazil alone has about 10% of the species worldwide.



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

Machine learning in medicine using JavaScript: building web apps using TensorFlow.js for interpreting biomedical datasets 13/12/2023

One study I have really enjoyed doing was applying machine learning using JavaScrip to medicine. For those that do not enjoy python as language, this is a nice alternative.

I am working on an integration with openAI APIs, for creating a conversational-AI bot for supporting patients. So far, the results were awesome!

Hopefully, new paper coming out!👌💕😍❤️



Machine learning in medicine using JavaScript: building web apps using TensorFlow.js for interpreting biomedical datasets Introduction: Contributions to medicine may come from different areas; and most areas are full of researchers wanting to support. Method: We have used TensorFlow.js for modeling using neural networks biomedical datasets from Kaggle. We have modeled three datasets: diabetes detection, surgery complic...

10/12/2023

Robodoc has the goal to use conversational AI for supporting medical professionals using medical images.



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Robodoc: Based on the characteristics observed in the OCT scan, there is a high probability (approximately 99%) that the scan shows signs of drusen. Drusen are small yellow or white deposits that form under the retina, and their presence can be an indicator of age-related macular degeneration. However, a definitive diagnosis would require a healthcare professional to review the scan in the context of the patient's medical history and possibly conduct further examinations. It is important to consult with an ophthalmologist for a proper diagnosis and treatment plan if there are concerns about the retina.

SnakeChat: a conversational-AI based app for snake classification 09/12/2023

I have done a review on the literature, and I have not found papers on chatbots in biology; even though I have found many in medicine. I cannot stop wondering the future of UI/UX after the big language models.

This changes everything!👌💕



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

SnakeChat: a conversational-AI based app for snake classification 08/12/2023

With the age of conversational AIs, there are several advantages to use them, as UI/UX. A key one is actually interacting with the user as a chatbot, a human-like conversation. Instead of having to interpret results, one can just make questions!



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

Review of: "SnakeChat: a conversational-AI based app for snake classification" 07/12/2023

It is a good question this reviewer raised, which I shall add in the future to the discussion section: what about external APIs? 👌👌

Software entropy is a concept that was created to discuss the issue of software becoming harder and harder to predict their emergent behaviors.



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Review of: "SnakeChat: a conversational-AI based app for snake classification" Your approach to creating SnakeChat, a conversational AI (CAI) focused on snake classification, leveraging OpenAI APIs, and extending the capabilities of SnakeFace, is commendable. Here are some opinions on the key points you've raised: 1. **Leverag...

SnakeChat: a conversational-AI based app for snake classification 07/12/2023

This is my first time on an open-peer review process: it is a nice experience! This is totally different from tradicional peer-review.

Thanks all the reviews for valuable insights on my preprint. New version is coming out!💕❤️👌

Namely: Atheer Alrammahi(University of Al-Qadisiyah); Andi Adriansyah(Universitas Mercu Buana) ; Muhammad Amir Malik (International Islamic University, Islamabad); Shilpa Mahajan (Dr. B. R. Ambedkar National Institute of Technology Jalandhar); Chirag Joshi; Elakkiya R (Birla Institute of Technology and Science Pilani); Degan Zhang; Venkatesan Venkatesan (Bannari Amman Institute of Technology); Rodrigo Marques de Figueiredo (Universidade Vale do Rio dos Sinos) ;

Muna Hadi Saleh (University of Baghdad) .

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SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

SnakeChat: a conversational-AI based app for snake classification 23/11/2023

Even though some may suggest that GPT 4 sees different from other computer vision models, we suspect they are using classical model for vision, and connecting to their language model, which was indeed a revolution.



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

SnakeChat: a conversational-AI based app for snake classification 23/11/2023

Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. OpenAI with chatGPT gave a big step towards this direction.



SnakeChat: a conversational-AI based app for snake classification Conversational Artificial Intelligence (CAI) was the latest big step towards artificial general intelligence (AGI): models of AI that are generic, that can solve problems without being restricted to a small set of problems they were designed for. Ope...

Innovating with Biomathematics: the challenge of building user-friendly interfaces for computational biology 04/07/2022

" I am more concentrated on say MIT license. Open Source may overlap with innovating with biomathematics, but this is not innovating with biomathematics unless you clearly target the application. Innovating with biomathematics is a targeted endeavor, it is biased towards application, software such as Octave may support, but they are tools for an end."



https://www.academia.edu/s/5f47be71bb

Innovating with Biomathematics: the challenge of building user-friendly interfaces for computational biology An invitation to join Jorge G Pires's Discussion on Academia.edu.

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