Extract Knowledge
From Your Data with
JADBio AutoML

JADBio is a state-of-the-art automated Machine Learning Platform, designed for Life Scientists, enabling them to effortlessly make new discoveries and extract knowledge from publicly available or own-study data, without the need for coding.

JADBio Automated Machine Learning Platform

How Does it Work?

 
Prepare the Data for Analysis

You start by generating all your study data. That could either be data that has been processed and normalized by a Bioinformatician, or public data available in the known data repositories. You JUST upload that curated dataset to the JADBio app in a .csv or other delimited file format, select the desired predictive outcome, and watch the tool perform the analysis. Most analyses complete in a couple of hours.

Automated Machine Learning in 5 Steps

 
PREPARE THE DATA FOR ANALYSIS PERFORM PREDICTIVE ANALYSIS DISCOVER KNOWLEDGE INTERPRET THE RESULTS APPLY THE TRAINED MODEL

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What Can I Predict with JADBio?

 

Disease Status (Diagnosis)

Disease Subtype

Response to Treatment

Phenotypic Trait

Time to Event (Death, Metastasis, Relapse)

Other discrete or continuous quantities

Works with All Types of Data

 

Purpose Built for Multi-Omics Data

Our platform can parse multi-omics data, including Genomics,  Transcriptome, Metagenome, Proteome, Metabolome, Phenotype/Clinical Data and Images, enabling you to discover the insights you need fast and efficiently.

Data types JADBio can parse

and any combination of the above…

Works with All Types of Data

 

DNA

Metabolites

Clinical

RNA

Single Cell (any type)

Signals (EEGs, etc.)

Protein

Sequence Data (SNP, methylation, etc.)

Images

and any combination of the above…

What Do I Get as a Result?

1

Predictive models that could also be applied on new data

2

A set of most-relevant to your question predictive biomarkers (biosignatures)

3

Many visualizations to interpret results

4

Decision support information to apply model

JADBio identifies accurate predictive models that use as few biomarkers as possible.

JADBio BENEFITS

 

Achieves an unprecedented level of automation in performing AI-based analysis

Focuses on knowledge discovery applying novel feature selection algorithms

Keeps getting better with usage employing meta-level learning, i.e., ML on the ML results

Can also handle molecular data (low sample, high dimensional)

Simultaneously handles different data types (multi-omics, genetic, medical images, medical signals, etc.)

Correct and unbiased methodology

Bio-specific functionalities, featuring Survival analysis, bio-specific data preprocessing

Deep tech, Novel tech. Not just connecting existing black-box algorithms; developing new algorithms to solve open problems

Discover how we can streamline your data analyses today!

START NOW WITH A FREE JADBIO AUTOML BASIC PLAN
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