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Patterns and Characteristics Unique to AI-Generated and Human-Written Text Responses
(2025-04)
The recent advancements in LLMs and Gen-AI technology, such as ChatGPT, Gemini, and Llamas, have widespread applications. Such AI-based solutions strive to achieve extremely high levels of effectiveness in identifying and ...
A Deeper Look into Attributes for Diabetes Prediction : Understanding the Role of Social Determinants in Diabetes Prediction
(2025-04)
Diabetes Mellitus is a chronic condition affecting millions worldwide, associated with factors like age, body mass index, blood pressure, and social determinants such as income level, education, and healthcare access. This ...
Detecting Stuttering Types using Deep Learning
(2025-04)
This website was developed as an educational tool to train students in accurately identifying different types of stuttering. The platform provides audio samples, allowing users to practice distinguishing between various ...
Predicting Species-Specific Differences in Protein- Ligand Interactions for Prolyl-tRNA Synthetases Using Machine Learning
(2025-04)
Understanding how proteins and ligands interact is essential for drug discovery, especially for prolyl-tRNA synthetase (ProRS), which is responsible for attaching proline to the corresponding tRNA molecule, a key step in ...
Integrating U-Net and LLM Agents for Pancreatic Ductal Adenocarcinoma Diagnosis
(2025-04)
This study proposes an AI driven pipeline that combines, pancreas segmentation outcome for Pancreatic Ductal Adenocarcinoma (PDAC) diagnosis with a large language model (LLM) agent to enhance diagnostic and clinical analysis. ...
Retrospective Institutional Comparison of Patients Undergoing "On-Pump" Versus "Off-Pump" Coronary Artery Bypass Grafting Using Machine Learning
(2025-04)
Coronary Artery Bypass Grafting (CABG) is the most common form of open-heart surgery in the United States and is performed hundreds of thousands of times annually. This surgery can be performed via on-pump, which utilizes ...
Exploring Machine Learning Models : For IoT Network Intrusion Detection : A Literature Review and Comparative Analysis
(2025-04)
The Internet of Things (IoT) encompasses a variety of systems and devices that enable data exchange across networks. With this interleaved connectivity comes an inherent vulnerability to attacks. Traditional intrusion ...
A Machine Learning Approach Towards Prediction of Pancreatic Cancer Using Gene Expression and DNA Methylation
(2025-04)
Pancreatic ductal adenocarcinoma (PDAC) is the most common form of pancreatic cancer, accounting for over 90% of cases, and is characterized by aggressive growth, early metastasis, and resistance to therapy. A comprehensive ...
Dashcam Image Object Detection System with Deep Learning : YOLOv10 for Vehicle Information
(2025-04)
As the use of car dashboard cameras (dashcams) has increased, the availability of dashcam imagery has also increased. In recent years, dashcam imagery has been predominantly used in conjunction with computer vision techniques ...
Classifying Enzyme Substrates using Machine Learning
(2025-04)
Knowing what types of enzymes a molecule will interact with can aid drug development by minimizing side effects due to unwanted interactions. In this project, we built and interpreted models for classifying enzyme substrates. ...