Author

Santosh Hiremath

Aalto UniversityORCID 0000-0002-7143-8005Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Eetu PuttoneniD· 1 shared Fulu TaoiD· 1 shared Hiroshi MamitsukaiD· 1 shared Jere KaivosojaiD· 1 shared Maximilian Proll· 1 shared Pekka MarttineniD· 1 shared Pirjo Peltonen‐SainioiD· 1 shared Samantha WittkeiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Eetu PuttonenORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedDec 16, 2021

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Santosh Hiremath, Samantha Wittke, Taru Palosuo…·Hiroshi Mamitsuka

This study uses satellite imagery and machine learning to classify crop loss at field parcel scale, achieving an average AUC of 0.688 using random forest.

11 citations

imagingmachine learning (classical)

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