Locality-sensitive hashing enables efficient and scalable signal classification in high-throughput mass spectrometry raw data.
Konstantin BobDavid TeschnerThomas KemmerDavid Gomez-ZepedaStefan TenzerBertil SchmidtAndreas HildebrandtPublished in: BMC Bioinform. (2022)
Keyphrases
- raw data
- high throughput
- locality sensitive hashing
- mass spectrometry
- microarray
- mass spectrometry data
- similarity search
- systems biology
- nearest neighbor
- biological data
- proteomic data
- knn
- metric space
- spectral data
- data acquisition
- protein protein interactions
- image data
- interaction networks
- gene expression
- object recognition
- pattern recognition
- database