Author

O. Mac Aodha

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

Biology Disciplines

Click to filter author papers

Ecology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

E. Browning· 2 shared K. E. Jones· 2 shared S. Parsons· 2 shared A. Staniewicz· 1 shared A. Szodoray-Paradi· 1 shared B. Harder· 1 shared E. Damstra· 1 shared E. Tilova· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersEcology

E. Browning

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

EcologybioRxivPreprintDec 14, 2022

Towards a General Approach for Bat Echolocation Detection and Classification

O. Mac Aodha, S. Martinez Balvanera, E. Damstra…·K. E. Jones

This paper introduces BatDetect2, a deep learning pipeline for detecting and classifying bat echolocation calls, showing improved performance across diverse regions and species.

DOI 10.1101/2022.12.14.520490

multiple speciesdeep learning

EcologyPLOS Computational BiologyPeer-reviewedMar 8, 2018

Bat Detective - Deep Learning Tools for Bat Acoustic Signal Detection

O. Mac Aodha, R. Gibb, K. Barlow…·K. E. Jones

This paper develops and evaluates open-source deep learning tools for detecting bat echolocation calls in noisy audio recordings, showing improved performance over existing methods.

DOI 10.1371/journal.pcbi.1005995

imagingdeep learning