Back to Thinking Tools

Business Insights

From Look-Listen-Ask-Feel to Diagnostic Classification

Nineteenth-century medicine faced a core problem: doctors saw the same symptoms, yet each delivered a different diagnosis. One said miasma, another said weak constitution, a third blamed bad luck.

The turning point came in 1893. French statistician Jacques Bertillon presented the first International Classification of Causes of Death (Bertillon Classification) at the International Statistical Institute in Chicago. His move was simple: encode symptoms. The same fever no longer represented different diseases to different doctors—it mapped to one code, one diagnostic path.

The system was later adopted by the World Health Organization and evolved into today’s ICD (International Classification of Diseases). From Bertillon’s 161 categories in the first edition to over 55,000 diagnostic codes in ICD-11 (launched in 2022), every medical advance has been accompanied by finer classification—new diseases identified, new diagnostic pathways built.

ICD doesn’t make doctors “see more.” It makes what they see “fit into one framework.”

That single framework delivers two changes. First, doctors across shifts, hospitals, and cities can communicate using the same language. Second, data from different hospitals, cities, and decades become comparable because the classification is consistent. These two shifts moved medicine from personal experience to science.

Medicine took half a century to move from personal bedside practice to structured diagnostic classification. Your daily review patrol is still stuck in bedside practice.

Use Cases

Articles using this tool