no code implementations • 13 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.
no code implementations • 27 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.
no code implementations • 7 Jul 2021 • Mayela Zamora, Sebastian Meller, Filip Kajin, James J Sermon, Robert Toth, Moaad Benjaber, Derk-Jan Dijk, Rafal Bogacz, Gregory A Worrell, Antonio Valentin, Benoit Duchet, Holger A Volk, Timothy Denison
Such is the case of circadian and infradian seizure patterns observed in epilepsy.
1 code implementation • 6 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).