Author

Maximilian Proll

Aalto University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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 Pekka MarttineniD· 1 shared Pirjo Peltonen‐SainioiD· 1 shared Samantha WittkeiD· 1 shared Santosh HiremathiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

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

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

Santosh Hiremath, Samantha Wittke, Taru Palosuo, Jere Kaivosoja, Fulu Tao, Maximilian Proll, Eetu Puttonen, Pirjo Peltonen‐Sainio, Pekka Marttinen, 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.

PLoS ONE · Dec 16, 2021Peer-reviewedBioinformatics