Fractals: From Leibniz to AI Applications in Otorhinolaryngology

<p>Fractal dimension is a mathematical parameter that quantifies the complexity and irregularity of biological structures. In medical sciences, fractal analysis enables quantitative differentiation between normal and pathological tissues, as well as the detection of subtle structural alterations associated with senescence, inflammation and carcinogenesis. Integration with artificial intelligence and machine learning approaches further enhances its diagnostic potential and brings it closer to clinical practice. Despite current limitations related to methodological standardization and interpretation, accumulating evidence suggests that fractal dimension may evolve into a valuable component of digital pathology, otolaryngology and personalized medicine.</p>

Authors

Institutions

Publication Details

Journal
Taurunum Medical Journal
Published
2025-11-12
DOI
https://doi.org/10.63696/tmj202502193
Primary Topic
Fractal and DNA sequence analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fractals: From Leibniz to AI Applications in Otorhinolaryngology

Svetlana Valjarević
Taurunum Medical Journal
Fractal and DNA sequence analysis
article

Fractals: From Leibniz to AI Applications in Otorhinolaryngology

Svetlana Valjarević
article en

Abstract

<p>Fractal dimension is a mathematical parameter that quantifies the complexity and irregularity of biological structures. In medical sciences, fractal analysis enables quantitative differentiation between normal and pathological tissues, as well as the detection of subtle structural alterations associated with senescence, inflammation and carcinogenesis. Integration with artificial intelligence and machine learning approaches further enhances its diagnostic potential and brings it closer to clinical practice. Despite current limitations related to methodological standardization and interpretation, accumulating evidence suggests that fractal dimension may evolve into a valuable component of digital pathology, otolaryngology and personalized medicine.</p>

Taurunum Medical JournalVol. 39(2)
Zemun Hospital (RS)
Openalex Percentile: Top 36%
Fractal and DNA sequence analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.