Author

B. Avants

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

Bioengineering· 2 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:drug response / drug discovery· 2 Approach:experimental assay· 2 Organism:mouse· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:electrophysiology· 1

Frequent Co-Authors

J. C. Chen· 2 shared J. T. Robinson· 2 shared A. C. Singer· 1 shared A. K. Feldman· 1 shared A. Karpatne· 1 shared A. M. Maga· 1 shared A. Robledo· 1 shared A. Singer· 1 shared

Activity by Year

2020-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 20 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 papersBioengineering

J. C. Chen

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Wireless endovascular nerve stimulation with a millimeter-sized magnetoelectric implant

J. C. Chen, P. Kan, Z. Yu, F. Alrashdan, R. Garcia, A. C. Singer, C. S. E. Lai, B. Avants, S. Crosby, M. M. Felicella, A. Robledo, J. D. Hartgerink, S. A. Sheth, K. Yang, J. T. Robinson

This paper introduces a millimeter-sized wireless implant for endovascular nerve stimulation, demonstrating its ability to target peripheral nerves with minimal invasiveness and reduced risk compared to traditional methods.

bioRxiv · Jul 6, 2021Bioengineering

Hierarchy-guided Neural Networks for Species Classification

M. Elhamod, K. M. Diamond, A. M. Maga, Y. Bakis, H. L. Bart, P. Mabee, W. Dahdul, J. Leipzig, J. Greenberg, B. Avants, A. Karpatne

This paper introduces a hierarchy-guided neural network for species classification, showing improved accuracy and resilience to adversarial occlusions in fish species classification.

bioRxiv · Jan 17, 2021Evolutionary Biology

Magnetoelectric materials for miniature, wireless neural stimulation at therapeutic frequencies

A. Singer, S. Dutta, E. Lewis, Z. Chen, J. C. Chen, N. Verma, B. Avants, A. K. Feldman, J. O'Malley, M. Beierlein, C. Kemere, J. T. Robinson

This paper demonstrates magnetoelectric materials enable miniature, wireless neural stimulators operating at therapeutic high-frequencies for treating Parkinson's disease in rodents.

bioRxiv · Mar 15, 2020Bioengineering