Michael Paul Majurski

Publications

Measuring Dimensionality of Cell-Scaffold Contacts of Primary Human Bone Marrow Stromal Cells Cultured on Electrospun Fiber Scaffolds

January 1, 2023

Author(s)

Carl Simon Jr., Peter Bajcsy, Joe Chalfoun, Michael Paul Majurski, Mary C. Brady, Mylene Simon, Nathan Hotaling, Nick Schaub, Allison Horenberg, Piotr Szczypinski, Dongbo Wang, Veronica DeFelice, Soweon Yoon, Stephanie Florczyk

The properties and structure of the cellular microenvironment can influence cell behavior. Sites of cell adhesion to the extracellular matrix (ECM) initiate

Characterization of AI Model Configurations For Model Reuse

October 24, 2022

Author(s)

Peter Bajcsy, Daniel Gao, Michael Paul Majurski, Thomas Cleveland, Manuel Carrasco, Michael Buschmann, Walid Keyrouz

With the widespread creation of artificial intelligence (AI) models in biosciences, bio-medical researchers are reusing trained AI models from other

Exact Tile-Based Segmentation Inference for Images Larger than GPU Memory

June 3, 2021

Author(s)

Michael P. Majurski, Peter Bajcsy

We address the problem of performing exact (tiling-error free) out-of-core semantic segmentation inference of arbitrarily large images using fully convolutional

Baseline Pruning-Based Approach to Trojan Detection in Neural Networks

May 7, 2021

Author(s)

Peter Bajcsy, Michael Paul Majurski

This paper addresses the problem of detecting trojans in neural networks (NNs) by analyzing how NN accuracy responds to systematic pruning. This study leverages

Designing Trojan Detectors in Neural Networks Using Interactive Simulations

February 20, 2021

Author(s)

Peter Bajcsy, Nicholas J. Schaub, Michael P. Majurski

This paper addresses the problem of designing trojan detectors in neural networks (NNs) using interactive simulations. Trojans in NNs are defined as triggers in

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Michael Paul Majurski (Fed)

Publications