Author

A. Dockum

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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Bioengineering· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. T. Kamatham· 2 shared B. Mukherjee· 2 shared M. Alzamani· 2 shared S. Sikdar· 2 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersBioengineering

A. T. Kamatham

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2 papers

Recent·Most cited

SonoMyoNet: A Convolutional Neural Network for Predicting Isometric Force From Highly Sparse Ultrasound Images

A. T. Kamatham, M. Alzamani, A. Dockum, S. Sikdar, B. Mukherjee

SonoMyoNet predicts isometric force from sparse ultrasound scanlines with high accuracy using a convolutional neural network.

bioRxiv · Jun 10, 2022Bioengineering

Sparse Sonomyography-based Estimation of Isometric Force: A Comparison of Methods and Features

A. T. Kamatham, M. Alzamani, A. Dockum, S. Sikdar, B. Mukherjee

This paper compares methods for estimating isometric force using sparse sonomyography data and finds Gaussian process regression performs best with few transducers.

bioRxiv · Aug 4, 2021Bioengineering