Free Platform for Non-Profit Research
Our platform provides gene suggestions for your research, completely free for non-profit purposes. If you need technical details, we're happy to contact you—just fill out the form.
Harness Artificial Intelligence for Your Research!
Our system aims to accelerate and simplify bibliographic research by using a proprietary neural network to suggest the best protein candidates for study. Search globally for what your colleagues have published related to your research.
Platform Concept:
Our platform provides gene suggestions for your research, completely free for non-profit purposes. If you need technical details, we're happy to contact you—just fill out the form.
Harness Artificial Intelligence for Your Research!
Our system aims to accelerate and simplify bibliographic research by using a proprietary neural network to suggest the best protein candidates for study. Search globally for what your colleagues have published related to your research.
Platform Concept:
- Input gene symbols.
- Receive additional relevant gene symbols.
How Generecomender Works
For gene interactions, we calculate the "distance" in a neural network across 64 dimensions, derived from a deep scan of millions of scientific works. This effectively utilizes existing scientific knowledge.
The neural network, trained on millions of scientific publications and databases, suggests possible proteins involved in your research based on your initial input (genes and/or pathology). By considering all possible interactions and integrating data with common databases (e.g., Reactome pathways), we provide recommendations on the most probable genes to investigate based on the given genes and disease.
How to Register
To register, visit our website www.generecommender.com and fill out the registration form. You will receive a confirmation email to activate your account. Enjoy exploring the extensive capabilities of Biorecommender!
How to register
but....Is this reliable?
For sure, it can be considered an strong help, like a torch give a light, based on human knowledge, on the directions to follow.
Consider this Test We've Made
We conducted a test using an older snapshot of the Reactome Pathway database. We asked our GeneRecommender to rebuild the pathways using recently discovered data. We then compared the results with the latest Reactome version to identify newly discovered genes during the gap between the two versions. Our system demonstrated a reliability of 99.986%, with minimal variance. This highlights the effectiveness and accuracy of our AI in integrating and updating scientific data.
For sure, it can be considered an strong help, like a torch give a light, based on human knowledge, on the directions to follow.
Consider this Test We've Made
We conducted a test using an older snapshot of the Reactome Pathway database. We asked our GeneRecommender to rebuild the pathways using recently discovered data. We then compared the results with the latest Reactome version to identify newly discovered genes during the gap between the two versions. Our system demonstrated a reliability of 99.986%, with minimal variance. This highlights the effectiveness and accuracy of our AI in integrating and updating scientific data.
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GeneRecommender: Advanced AI for Genomic Research
GeneRecommender utilizes a proprietary neural network called DeepProphet, which analyzes an extensive collection of scientific articles and processes approximately 445 million connections. By inputting a selection of genes and/or diseases, this engine generates recommendations for additional closely associated genes. We integrate data from multiple public databases to leverage the latest information.
An Unstoppable Growing Platform Based on Valuable Data
GeneRecommender's AI engine has been trained using millions of scientific papers, analyzing life science research from the past three decades. By extracting patterns and correlations among genes and diseases, the AI acquired valuable insights from this vast body of knowledge.
GeneRecommender utilizes a proprietary neural network called DeepProphet, which analyzes an extensive collection of scientific articles and processes approximately 445 million connections. By inputting a selection of genes and/or diseases, this engine generates recommendations for additional closely associated genes. We integrate data from multiple public databases to leverage the latest information.
An Unstoppable Growing Platform Based on Valuable Data
GeneRecommender's AI engine has been trained using millions of scientific papers, analyzing life science research from the past three decades. By extracting patterns and correlations among genes and diseases, the AI acquired valuable insights from this vast body of knowledge.
The Algorithm - DeepProphet2
GeneRecommender employs DeepProphet2, an advanced deep learning algorithm trained on all available scientific papers. Using cutting-edge Natural Language Processing (NLP) techniques, the system extracts key information from manuscripts to train a neural network that predicts gene associations for a given study.
TheProphetAI developed a custom transformer-based model similar to successful language models like LaMDA and GPT-4. We tested the system using gene sets representing pathways and diseases. By excluding a randomly chosen gene and testing the algorithm’s ability to predict it, we achieved an AUC of 0.9, demonstrating the algorithm's accuracy.
GeneRecommender employs DeepProphet2, an advanced deep learning algorithm trained on all available scientific papers. Using cutting-edge Natural Language Processing (NLP) techniques, the system extracts key information from manuscripts to train a neural network that predicts gene associations for a given study.
TheProphetAI developed a custom transformer-based model similar to successful language models like LaMDA and GPT-4. We tested the system using gene sets representing pathways and diseases. By excluding a randomly chosen gene and testing the algorithm’s ability to predict it, we achieved an AUC of 0.9, demonstrating the algorithm's accuracy.
TheProphetAI Discover More, explore how A.I. can revolutionize your life bioscience endeavors
TheProphetAI s.r.l. Via Quintiliano 30, 20138 Milano Italy Innovative Start-up
REA number Milano MI-2603438
VAT number 11440630967 SDI T9K4ZHO
PEC info@pec.theprophetai.com
VAT number 11440630967 SDI T9K4ZHO
PEC info@pec.theprophetai.com