Our Mission
At BionomeeX, we are dedicated to bringing the world of scientific research into a new area of excellence by making possible the use of advanced artificial intelligence tools. Our fusion of expertise in Biology and AI empowers us to delve deeper into challenges within biology, medicine, and environmental studies. We specialize in delivering tailored AI solutions that are, rapid, and cost-effective, to facilitate scientific advances in health, biology and ecology.
We meticulously craft tailored products and services that cater specifically to the demands of research and researchers including computer vision image analysis, segmentation, and detection.
As your partner, we offer unwavering support to academic researchers, guiding them from conceptualization to software development and design.
Join BionomeeX on this journey, where inventions evolve into innovations, propelling scientific progress in computational workflows using innovative inference methods, statistical mapping, genotype variants, large-scale data sets, and beyond in the vibrant scientific community of Montpellier.
Discover the power of our solutions, mixing deep learning, genomics, and multimodal datasets (images, sequences, knowledge), paving the way for unparalleled discoveries in scientific research in Montpellier and across the globe.
Innovation
At the heart of our identity lies innovation an unrelenting pursuit to redefine technological frontiers and craft groundbreaking AI solutions that revolutionize the realms of medicine, biology, and the environment.
Cost-effective solutions
We're committed to democratizing access to cutting-edge tools by offering cost-effective solutions, ensuring that these advancements are affordable for all. Our dedication lies in making groundbreaking innovations affordable, empowering wider access to transformative technologies.
Eco-friendly start-up
At our eco-friendly startup, a steadfast commitment to eco-responsibility,guided by the principles of Frugal AI, steers every action
we take. Principles of Frugal AI emphasizes efficiency and sustainability. We are committed to bringing this innovative, environmentally-friendly solution to your research laboratories with ease.
Let us empower you achieve your vision
Our mission is to support you whether you're exploring uncharted territories or refining existing projects. Our tools enable phenotype prediction in diverse model organisms. We delve into environmental factors, pathways analysis, and offer insights into biomedical discoveries and more. Our tailored AI solutions enhance methodologies, accelerate timelines, and drive towards breakthroughs in medicin, biology and ecology.
Our advanced AI solutions including Computer vision act as your guiding companion throughout the research journey. We value the human touch in research.
Our solutions aren't just a tool; they are collaborative partners, amplifying your efforts while remaining attentive to your unique needs. We're here to listen, understand your ideas, and work hand in hand to transform them into impactful solutions that drive scientific advancement.
Biology
Our artificial intelligence tools, developed by and for researchers in biology, offer unparalleled expertise in simplifying the exploration of all types of data. Using our advanced image analysis methods provides a fresh perspective on your various research projects.
The use of our image analysis tools provides abundant information concerning, notably, the physiological properties of cells (such as their phase in the cell division cycle, health status), as well as protein-protein interactions derived from microscopy images.
We also offer a genomic analysis tool providing expertise on genetic variation, polymorphism, and phenotypic analysis that may be linked to pathological traits.
Medicine
Thanks to our advances in biology, the expertise of BionomeeX can now accelerate the time of medical diagnosis while reducing their complexity of understanding. We cover, in a non-exhaustive way, the analysis of medical images (MRI, radiology, ultrasound, scanner) as well as the in-depth study of the relationships between genomes and pathologies. We therefore provide tools adapted to fundamental research in medicine as well as to clinical research projects that may be in advanced stages of clinical trials.
Environment
Our AI solutions enhance environmental understanding for a sustainable future. Indeed, we enable the intuitive analysis of key environmental features (such as population monitoring, species enumeration within a target area, soil physical characteristics), thereby assisting researchers in making environmentally respectful decisions. Furthermore, we develop project-specific tools, exploitable under field conditions, thanks to 3D printing. Similarly, regarding field studies, we excel in thermal imaging analysis, cartography, and aerial imaging for precise field diagnostics, thus advancing environmental perspectives and decision-making.
Our AI projects
HixLoop
HixLOOP revolutionizes the classification and analysis of imaging data through an AI-powered method.
Initially, users begin by importing their data and annotating a small portion of it. This allows training of an initial AI model on classified data to predict annotations for the rest of the dataset. These predictions are always subject to human validation, refining the AI model through iterative retraining.
This continuous process gradually improves the model's accuracy and optimizes the data labeling process. Subsequently, once the model is trained, users can simply decide which data they want to analyze with this model and let the AI generate the various annotations. Each result can then be validated or adjusted by the user to be as specific and precise as possible while significantly saving analysis time.
Our Genomics projects
Next Gen GWAS
The advent of Genome-Wide Association Studies (GWAS) has drawn attention to the concept of "missing heritability," which has a profound impact on genetics and the studied phenotypes. Conventional GWAS models face efficiency problems, taking years to fully explore combinatorial epistatic interactions.
Our tool NEO introduces an innovative modeling technique capable of evaluating billions of genetic variant interactions. Our research indicates that a portion of the missing heritability can be elucidated using this method, significantly refining phenotypic predictions. With NEO, we explore the influence of single nucleotide polymorphisms (SNPs) on genetic and phenotypic interindividual variation.
By analyzing population structure and kinship links, our tool sheds light on phenotypic variation in various plant, animal, and human organisms. It identifies polymorphic genotypes, studying their connection with mutations present in the genome. The NEO tool enables researchers to explore the complex landscape of genetic studies and facilitates the interpretation of scientific results by clearly and concisely linking the possible causes of specific phenotype appearance. It provides invaluable data on genetic variability and phenotype transmission, including information on offspring metabolic pathway adaptation in response to environmental factors.
Luciol
Luciol, an avant-garde software, is designed to navigate the expansive realm of epistatic interactions, handling massive 2D GWAS data extending into terabytes. Featuring a user-friendly 'plug and play' interface, Luciol caters to biologists, enabling effortless exploration of intricate epistatic variations. Gain insights into over 60 billion interactions with Luciol's intelligent layered visualization.
This tool allow geneticists to analyze causal factors and variations in gene expression and marker detection. Our results can be associated with changes in DNA sequence, allelic diversity within a population, and sometimes, they can be linked to QTL mapping.
With statistical power, Luciol performs to infers Mendelian inheritance, elucidating relationships in model organisms, handling deletions, and offering insights into metabolism.
Make the right choice
Tailored Solutions
Understanding your needs is paramount. We craft bespoke AI solutions tailored precisely to meet your unique requirements. From conceptualization to implementation, we stand by our partners, ensuring their expectations are not just met but exceeded..
Competitive Pricing
Experience our AI solutions at highly competitive rates, setting unparalleled standards in the market. We prioritize affordability while upholding top-notch quality in our offerings.
Eco-Responsible Commitment
Our dedication to eco-responsibility drives our project selection, focusing solely on initiatives aligned with our environmental values, aiming for a tangible impact on the planet.
Project Support & Availability
Count on our dedicated project support and easily accessible teams to guarantee seamless project execution. Your success stands as our primary commitment.