Michael Potter
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View article: Active Learning For Repairable Hardware Systems With Partial Coverage
Active Learning For Repairable Hardware Systems With Partial Coverage Open
Identifying the optimal diagnostic test and hardware system instance to infer reliability characteristics using field data is challenging, especially when constrained by fixed budgets and minimal maintenance cycles. Active Learning (AL) ha…
View article: Heart Scar-In-A-Dish: Tissue Culture Platform to Study Myocardial Infarct Healing In Vitro
Heart Scar-In-A-Dish: Tissue Culture Platform to Study Myocardial Infarct Healing In Vitro Open
Myocardial Infarction (MI) is a major contributor to morbidity and mortality, wherein blood flow is blocked to a portion of the left ventricle and leads to myocardial necrosis and scar formation. Cardiac remodeling in response to MI is a m…
View article: Autonomous Robot for Disaster Mapping and Victim Localization
Autonomous Robot for Disaster Mapping and Victim Localization Open
In response to the critical need for effective reconnaissance in disaster scenarios, this research article presents the design and implementation of a complete autonomous robot system using the Turtlebot3 with Robotic Operating System (ROS…
View article: Survival Analysis with Adversarial Regularization
Survival Analysis with Adversarial Regularization Open
Survival Analysis (SA) models the time until an event occurs, with applications in fields like medicine, defense, finance, and aerospace. Recent research indicates that Neural Networks (NNs) can effectively capture complex data patterns in…
View article: Do Bayesian Neural Networks Improve Weapon System Predictive Maintenance?
Do Bayesian Neural Networks Improve Weapon System Predictive Maintenance? Open
We implement a Bayesian inference process for Neural Networks to model the time to failure of highly reliable weapon systems with interval-censored data and time-varying covariates. We analyze and benchmark our approach, LaplaceNN, on synt…
View article: PB0861 Endoplasmic Reticulum (ER) Stress is Increased in Diabetic Platelets and Contributes to Platelet Hyperactivity
PB0861 Endoplasmic Reticulum (ER) Stress is Increased in Diabetic Platelets and Contributes to Platelet Hyperactivity Open
Background: Wound healing is a multi-step process involving different cell types and growth factors.Though platelet-rich plasma has been used to accelerate wound repair, functional understanding of how platelet functions affect wound heali…
View article: Supplementary Tables 1-3, Figures 1-6 from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice
Supplementary Tables 1-3, Figures 1-6 from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice Open
Supplementary Tables 1-3, Figures 1-6 from Insertion of Myc into Igh Accelerates Peritoneal Plasmacytomas in Mice
View article: Data from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice
Data from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice Open
Gene-targeted mice that contain a His6-tagged mouse c-Myc cDNA, MycHis, inserted head to head into different sites of the mouse immunoglobulin heavy-chain locus, Igh, mimic the chromosomal T(12;15)(Igh-Myc) translocation that results in th…
View article: Data from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice
Data from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice Open
Gene-targeted mice that contain a His6-tagged mouse c-Myc cDNA, MycHis, inserted head to head into different sites of the mouse immunoglobulin heavy-chain locus, Igh, mimic the chromosomal T(12;15)(Igh-Myc) translocation that results in th…
View article: Supplementary Tables 1-3, Figures 1-6 from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice
Supplementary Tables 1-3, Figures 1-6 from Insertion of <i>Myc</i> into <i>Igh</i> Accelerates Peritoneal Plasmacytomas in Mice Open
Supplementary Tables 1-3, Figures 1-6 from Insertion of Myc into Igh Accelerates Peritoneal Plasmacytomas in Mice
View article: Bayesian Weapon System Reliability Modeling with Cox-Weibull Neural Network
Bayesian Weapon System Reliability Modeling with Cox-Weibull Neural Network Open
We propose to integrate weapon system features (such as weapon system manufacturer, deployment time and location, storage time and location, etc.) into a parameterized Cox-Weibull [1] reliability model via a neural network, like DeepSurv […
View article: Improvements in Social, Behavioral, Psychological, and Clinical Outcomes in Patients with Type 2 Diabetes: A Report from the
Improvements in Social, Behavioral, Psychological, and Clinical Outcomes in Patients with Type 2 Diabetes: A Report from the Open
CONTEXT: Type 2 diabetes (T2DM) self-management support (SMS) programs can yield improved clinical outcomes but may be limited in application or impact without considering individuals’ unique social and personal challenges that may impede …
View article: Adversarial Focal Loss: Asking Your Discriminator for Hard Examples
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples Open
Focal Loss has reached incredible popularity as it uses a simple technique to identify and utilize hard examples to achieve better performance on classification. However, this method does not easily generalize outside of classification tas…
View article: GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract)
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) Open
We present a novel movie recommendation system, GRU4RecBE, which extends the GRU4Rec architecture with rich item features extracted by the pre-trained BERT model. GRU4RecBE outperforms state-of-the-art session-based models over the benchma…
View article: “It’s here to stay”: Envisioning the role of virtual primary care in the aftermath of COVID-19 pandemic
“It’s here to stay”: Envisioning the role of virtual primary care in the aftermath of COVID-19 pandemic Open
CONTEXT: The COVID-19 pandemic spurred the rapid implementation of virtual care – which can include video visits, telephone calls, remote monitoring, and asynchronous services – within primary care settings. Little is known about how virtu…
View article: Dynamics-aware Representation Learning via Multivariate Time Series Transformers
Dynamics-aware Representation Learning via Multivariate Time Series Transformers Open
We propose a novel multivariate time series autoencoder, which produces interpretable linear-dynamical latent features that govern the predictions for several downstream tasks. To this end, we combine a transformer autoencoder with a dynam…
View article: Fabrication and Characterization Methods for Investigating Cell-Matrix Interactions in Environments Possessing Spatial Orientation Heterogeneity
Fabrication and Characterization Methods for Investigating Cell-Matrix Interactions in Environments Possessing Spatial Orientation Heterogeneity Open
Fibrillar collagen is a ubiquitous structural protein that plays a significant role in determining the mechanical properties of various tissues. The constituent collagen architecture can give direct insight into the respective functional r…