Dr Alain Tenenbaum

AI in medicine: foundations in 1983

Dr Alain Tenenbaum's interest in artificial intelligence in medicine began in 1983, with the study of expert systems, knowledge representation and computer-assisted decision-making. His background connects medical reasoning with mathematical analysis and programming.

1983 thesis: medicine, physics and hearing loss

His thesis work in medicine and physics examined principal component analysis applied to hearing loss in aviators. The research brought together specialised signal processing, biomathematics, biostatistics and decision analysis.

From decision support to today's agents

This work belongs to the scientific foundations that informed later AI-based decision support: selecting relevant information, analysing it, evaluating alternatives and supporting an action. Decision analysis is a conceptual precursor to parts of modern agent design; it is not, by itself, an autonomous AI agent.

The same discipline matters today: define the objective, know the data, make the reasoning inspectable, test the result and decide when a professional must take over.

A historical reference: Marius Fieschi

Intelligence artificielle en médecine : des systèmes experts, by Marius Fieschi, was published by Masson in 1984. The work is associated with the Méthode + Programmes collection and a preface by Professor Michel Roux, documented in the publisher's description of the expanded 1986 edition.

Bibliographic record: 1984 and 1986 editions · Masson publisher reference: collection and preface · Fieschi's historical account of medical AI

Medical knowledge meets digital architecture

At Styling Cosmetics AG, Dr Alain Tenenbaum combines medical understanding with website strategy, Joomla administration, structured content and multilingual digital ecosystems. The published company profile describes more than 30 specialised medical portals used for scientific communication and education.

Selected public references include ChemicalPeeling.com and Myomodulation.com. Further background is available in the company profile and website references.

What this brings to your AI project

• A medical perspective on the meaning and limits of information.
• A quantitative foundation in signals, statistical analysis and decision-making.
• Programming experience rooted in scientific computation.
• A managed Joomla environment with defined roles and human supervision.

The current service offer focuses on designing and implementing AI assistants and controlled workflows for healthcare organisations and Swiss insurance or pension providers serving doctors, dentists and veterinarians.