Experienced team of Artificial Intelligence experts passionate about addressing scientific opportunities in biomedical and pharmaceutical domains.

LEARN MORE

GET THE MOST OUT OF YOUR DATA

AI Consulting Services

Experienced team of Artificial Intelligence experts passionate about addressing scientific opportunities in biomedical and pharmaceutical domains.

LEARN MORE

GET THE MOST OUT OF YOUR DATA

AI Consulting Services

about us

We help biotechnology and pharmaceutical organizations improve their understanding of their most valuable data by applying the latest advances in AI, deep learning, and other machine learning approaches.

We engage in long-term, collaborative projects, as the most valuable insights and solutions emerge from close interactions between the AI and domain experts. We assemble dedicated teams for each project, because the successful application of AI requires a deep dive into the data and technologies as well as an iterative process to perfect the solutions.

design and training of AI systems

infrastructure for AI

data-centric AI

explainable AI

We routinely apply, but also innovate on, the latest developments in data augmentation, deep-learning architectures, loss functions, and training and self-supervision strategies.

design and training of AI systems

infrastructure for AI

data-centric AI

explainable AI

Establishment of the software and compute infrastructure for AI.

design and training of AI systems

infrastructure for AI

data-centric AI

explainable AI

We effectively address various issues with data including small datasets, noisy or incomplete ground-truth labels, meta-data integration, and time or memory limits for data processing.

design and training of AI systems

infrastructure for AI

data-centric AI

explainable AI

We provide confidence analysis and visualizations aimed at explaining the inner-workings of our AI models, such as attention maps, highlighting parts of the data that are important for the AI prediction.

our services

Computer vision, image processing, machine learning, deep learning and reinforcement learning for biomedical applications. Endpoint prediction from various types of data (e.g. images, video, omics, biomarkers, molecular structure). Drug discovery. Optimal experimental design.

Evaluate whether artificial intelligence is appropriate to help solve your challenges

Understand and carefully curate the data

Formulate AI strategies and prototype solutions

Implement custom software solutions tailored to your data and desired outcomes

Troubleshoot and iterate

Analyze your data or give you the tools to process it yourself

our approach

histopathology

confocal microscopy

drug discovery

spatial transcriptomics

Segmentation, quantification, or outcome prediction from digital histopathology slides.

histopathology

confocal microscopy

drug discovery

spatial transcriptomics

Identification of 3D tissue structures, quantification of phenomena specified by humans and endpoint prediction from raw images.

histopathology

confocal microscopy

drug discovery

spatial transcriptomics

Prediction of endpoints of interest from whole, fragment-based, or 3D conformal molecular representations, and identification of molecular substructures most responsible for the prediction.

histopathology

confocal microscopy

drug discovery

spatial transcriptomics

Phenotyping cells and tissue attributes based on a spatial distribution of mRNAs.

our latest projects

careers

Diffine is a rapidly growing elite consulting firm employing experts in artificial intelligence, data science, and information technology working remotely around the world. We engage in long term projects with dedicated teams, giving our employees the opportunity to focus and innovate on complex problems. We provide an unparalleled opportunity for learning and professional growth – working alongside experienced AI and domain experts.

We endeavor to grow our organization with outstanding scientists and engineers with curious minds set for life-long learning, as well as the desire to collaborate with other experts with diverse backgrounds on our interdisciplinary projects. We believe excellence comes from providing well-structured support to talented, enthusiastic, and self-driven individuals.

We are actively seeking expertise in:

Machine learning operations (MLOps)
Deep learning, machine learning
Geometric deep learning, graph neural networks
Computer Vision
Computational Chemistry
Google Cloud, AWS, and Azure
Python and C++

contact us

Send us a message via the form or email us directly.

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