User profiles for Rachel St. Clair

Rachel A St Clair

Florida Atlantic University
Verified email at fau.edu
Cited by 44

Predicting binding from screening assays with transformer network embeddings

P Morris, R St. Clair, WE Hahn… - Journal of Chemical …, 2020 - ACS Publications
Cheminformatics aims to assist in chemistry applications that depend on molecular interactions,
structural characteristics, and functional properties. The arrival of deep learning and the …

Using conditional generative adversarial networks to reduce the effects of latency in robotic telesurgery

N Sachdeva, M Klopukh, RS Clair, WE Hahn - Journal of Robotic Surgery, 2021 - Springer
The introduction of surgical robots brought about advancements in surgical procedures. The
applications of remote telesurgery range from building medical clinics in underprivileged …

[HTML][HTML] Leveraging conscious and nonconscious learning for efficient AI

R St. Clair, LA Coward, S Schneider - Frontiers in Computational …, 2023 - frontiersin.org
Various interpretations of the literature detailing the neural basis of learning have in part led
to disagreements concerning how consciousness arises. Further, artificial learning model …

[HTML][HTML] Predicting residues involved in anti-DNA autoantibodies with limited neural networks

R St. Clair, M Teti, M Pavlovic, W Hahn… - Medical & Biological …, 2022 - Springer
Computer-aided rational vaccine design (RVD) and synthetic pharmacology are rapidly
developing fields that leverage existing datasets for developing compounds of interest. …

Preserving Knowledge in Simulated Behavioral Action Loops

RS Clair - 2022 - search.proquest.com
One basic goal of artificial learning systems is the ability to continually learn throughout that
system’s lifetime. Transitioning between tasks and re-deploying prior knowledge is thus a …

[HTML][HTML] The emotional and behavioural symptom trajectories of children in long-term out-of-home care in an English local authority

RM Hiller, MCS Clair - Child Abuse & Neglect, 2018 - Elsevier
The significant mental health needs of young people in out-of-home care has been well-documented.
However, there is little empirical evidence on the timing or development of these …

[PDF][PDF] Temporal Ontogeny of Epileptogenesis in a Model of Adult-onset, Spontaneous Seizures

M Gil, R St Clair, C Isgor - fau.digital.flvc.org
BACKGROUND We hypothesize that epileptogenesis in the spontaneous seizure model we
use (ie Tg BDNF transgenic mouse strain) will emerge as detectable, gradual changes in …

The influence of early familial adversity on adolescent risk behaviors and mental health: Stability and transition in family adversity profiles in a cohort sample

R Wadman, RM Hiller, MC St Clair - Development and …, 2020 - cambridge.org
Although familial adversity is associated with poorer outcomes in childhood and adulthood,
little research has looked at the influence of stability or transition between distinct familial …

Target Binding and Sequence Prediction With LSTMs

M Teti, RS Clair, M Pavlovic, E Barenholtz, W Hahn - bioRxiv, 2018 - biorxiv.org
Deep recurrent neural networks (DRNNs) have recently demonstrated strong performance
in sequential data analysis, such as natural language processing. These capabilities make …

Self-Organizing Map Methodology for Sorting Differential Expression Data of MMP-9 Inhibition

R St. Clair, M Teti, A Knapinska, G Fields, W Hahn… - bioRxiv, 2019 - biorxiv.org
An unsupervised machine-learning model, based on a self-organizing map (SOM), was
employed to extract suggested target genes from DESeq2 differential expression analysis data. …