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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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2 results for “MALDI-ToF”

Isotopic envelope identification by analysis of the spatial distribution of components in MALDI-MSI datastat.ML

Paper presents a method for identifying isotope envelopes in MALDI-ToF data.

problem Deisotoping of isotopic peaks in MALDI-ToF molecular imaging data.

method Uses Mamdani-Assilan fuzzy system and spatial maps of molecular distribution to identify isotope envelopes.

result Proposed method detects overlapping envelopes and analyzes large data sets.

MALDI-ToF isotope envelopes fuzzy system spatial maps peak pairs

2023-02-13abs ↗pdf ↗

Benchmark of structured machine learning methods for microbial identification from mass-spectrometry datastat.ML

Microbial identification is a central issue in microbiology, in particular in the fields of infectious diseases diagnosis and industrial quality control. The concept of species is tightly linked to the concept of biological and clinical classification where the proximity between species is generally measured in terms o…

2015-06-24abs ↗pdf ↗