Knowledge Hub
Publications, videos and more.
Papers and instructional videos
Videos
Watch the platform in motion.
Short videos introducing the science, the device and team.
Publications
Peer-reviewed research and scholar references.
A selection of papers, chapters and reference works underpinning the Algocyte approach.
Nature
Personalized ranges for blood-test results enable precision diagnostics
Ground Truths (Eric Topol)
Your Lab Tests: What Is Being Missed By Relying on Population-Based Reference Values
Nature
Haematological setpoints are a stable and patient-specific deep phenotype
Cell
Variation in the Human Immune System Is Largely Driven by Non-Heritable Influences
Nature Machine Intelligence
Causal deconvolution by algorithmic generative models
Computers in Biology and Medicine
Integrative adaptive indexes from noisy routine haematological markers can predict and discriminate health status and biological age
Frontiers in Oncology
A Review of Mathematical and Computational Methods in Cancer Dynamics
Frontiers in Artificial Intelligence
Algorithmic Probability-guided Machine Learning on Non-differentiable Spaces
Methods in Molecular Biology (Springer)
Predictive Systems Toxicology
Philosophical Transactions of the Royal Society A
Emergence and algorithmic information dynamics of systems and observers
Theoretical Computer Science (Elsevier)
Computable model discovery and high-level-programming approximations to algorithmic complexity
Scientific Reports (Nature)
Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems
Springer Reference Work
Artificial Intelligence in Medicine
Nature Methods
Inferring causal molecular networks: empirical assessment through a community-based effort
Parallel Processing Letters (World Scientific)
Algorithmic Complexity and Reprogrammability of Chemical Structure Networks
Seminars in Cell & Developmental Biology
Methods of Information Theory and Algorithmic Complexity for Network Biology
Nature Communications
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
Journal of Information Processing (IPSJ)
A Novel Method for Reconstructing CT Images in GATE/GEANT4 with Application in Medical Imaging: A Complexity Analysis Approach
Scholarpedia
Algorithmic Information Dynamics
Cambridge University Press (book)
From Matter to Life: Information and Causality
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