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Biomedical Informatics, Clinical AI & Health Data Science
- Robust Blood Glucose Management for Insulin Dependent Diabetes Patients with Deep Reinforcement Learning
- Informatics pipeline to retrieve Allele Frequencies and Clinical Significance of DNABERT Candidate Variants Using NCBI dbSNP Database
- Machine Learning-Based Heart Failure Risk Prediction
- Spatial Attention-based Deep Learning System for Breast Cancer PCR Prediction
- A study of Clinical BERTs for Interpretable In-Hospital Mortality Prediction
- Computational Analysis of Somatic Mutation in Cancer Genome
- Predicting Opioid Overdose Using Deep Learning
- Role of Stain Normalization in Computational Pathology: Use Case in Metastatic Tissue Classification
- Single Cell Activity Tracking in Animal Models Using Computer Vision
AI, Machine Learning & Data Science
- Fair Data Distillation for Electronic Health Records Using Neural Networks
- Comparing Results of Models Trained On Different Human Activity Interaction Datasets
- Solving Complex Tasks with Integrated Neural Networks
- AI Research Agent
- Backdoor Attack Against Mortality Prediction with Clinical Notes
Computer Vision, Imaging & Graphics
- Bragg Spot Finder for X-Ray Diffraction Images Using A Machine Learning Approach
- Machine Learning-Driven Characterization of Calcifications in Dental Cone Beam Computed Tomographic Images
- Optimizing Medical CT Image Generation with Style Transfer
- A Computer Vision-based Deep Learning Tool to Assist Residents in Classifying Solid Wastes for Proper Disposal
- cryo-EM Particle Picking
- OCTA Segmentation
Human–Computer Interaction, VR/AR & Assistive Technologies
- Eye Gaze-Based Web Browsing in Virtual Reality
- VR based communication for ALS patients with Meta Quest Pro
- Multi-modal text correction in VR
- Interactive GUI for Real-Time Vital Sign Monitoring and Data Visualization
- Color Enhancement in Keyboards for Visually Impaired Users
IoT, Embedded Systems & Systems Research
- AI Thermostat
- Real-time Strength Training Monitoring, Feedback and Gamification System Using Wearable IMU Sensors
- SMS Phishing
- Lilota (Little Interpreted Language Over the Air)
- Implementing the MQTT Protocol for Use in Home Automation Systems with Lilota
Quantum Computing & Mathematical Computing
- Quantum Kernel Classification for Power System Stability Assessment
- The Effect of Quantum Noise on Entanglement Purification
- Quantum Teleportation
- Finding Optimal Graphs With Given Fixed Numbers of Vertices and Edges
- Proving Alexandrov's Convex Cap Theorem Using Gradients
- Optimal Topology for Minimal Laplacian Energy
Security, Privacy & Trustworthy Computing
- Buffer Overflow Exploits in C (specifically ROP attacks) and mitigation tools
- Improving memory safety of C++ through Rust-C++ interoperability
- Privacy Risks of Smart Home Meters
- Exploring Regular Expressions and their Denial of Service Vulnerabilities
Policy, Society & Computational Social Science
- Using Causal Inference to evaluate the impact of various gun control policies
- Investigating the Factors Affecting Spread of the Opioid Epidemic Using Machine Learning
- Using Social Media to Enhance Rapid Earthquake Response
Engineering, Infrastructure & Applied ML
- Asset-SAM: Segment Anything Model Meets Highway Asset Segmentation and Management
- AI-based Pedestrian Trajectory Prediction and Fairness Evaluation
- A Multi-Modal System to Determine Fatality Information and Infrastructure Damage
- Using Electrical Vehicles to Account for the Instability of the Electrical Grid