work CliVER - Toward Scientific Claim Verification on Clinical Trial Publications a research tool to help clinicians/researchers identify relevant evidence in clinical trial studies and assess whether a clinical trial study provides evidence supporting or refuting a clinical claim Ontology-based Categorization of Clinical Studies a method for automated ontology-based categorization of clinical studies by their conditions Can Race-sensitive Biomedical Embeddings Improve Healthcare Predictive Models? an algorithm to weigh in race distribution data of clinical research study samples when training biomedical embeddings and evaluate these embeddings for healthcare predictive tasks. Clinical Trial Knowledge Base A knowledge base of discrete clinical trial eligibility criteria equipped with a web-based user interface for querying and aggregate analysis of common eligibility criteria. OPTEC (OPTimal Eligibility Criteria) A Data-Driven Approach to Optimizing Clinical Study Eligibility Criteria personal Concept placement using BERT for biomedical ontology we propose a method to automatically predict the presence of IS-A relationships between a new concept and pre-existing concepts based on the language representation model BERT. LaMa Resolution-robust Large Mask Inpainting with Fourier Convolutions Diffusers Diffusers provides pretrained diffusion models across multiple modalities, such as vision and audio, and serves as a modular toolbox for inference and training of diffusion models. fun Steer-Prediction from Camera Images for Self Driving Car NJIT CS782 Pattern Recognition & Applications Course Project