Search Results for author: Robert Toth

Found 4 papers, 1 papers with code

PatchSorter: A High Throughput Deep Learning Digital Pathology Tool for Object Labeling

no code implementations13 Jul 2023 Cedric Walker, Tasneem Talawalla, Robert Toth, Akhil Ambekar, Kien Rea, Oswin Chamian, Fan Fan, Sabina Berezowska, Sven Rottenberg, Anant Madabhushi, Marie Maillard, Laura Barisoni, Hugo Mark Horlings, Andrew Janowczyk

Using >100, 000 objects, we demonstrate a >7x improvement in labels per second over unaided labeling, with minimal impact on labeling accuracy, thus enabling high-throughput labeling of large datasets.

Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy

no code implementations27 Apr 2022 Ali Kavoosi, Robert Toth, Moaad Benjaber, Mayela Zamora, Antonio Valentin, Andrew Sharott, Timothy Denison

This work explores the potential utility of neural network classifiers for real-time classification of field-potential based biomarkers in next-generation responsive neuromodulation systems.

Efficient Neural Network

Quick Annotator: an open-source digital pathology based rapid image annotation tool

1 code implementation6 Jan 2021 Runtian Miao, Robert Toth, Yu Zhou, Anant Madabhushi, Andrew Janowczyk

Image based biomarker discovery typically requires an accurate segmentation of histologic structures (e. g., cell nuclei, tubules, epithelial regions) in digital pathology Whole Slide Images (WSI).

whole slide images

Cannot find the paper you are looking for? You can Submit a new open access paper.