Scientific Poster and Demonstration Awards

Design and Prototyping of an Ophthalmology Enterprise Imaging Workflow Connecting Primary and Secondary Care in a Public Health Network

Radiology AI-Driven Decision Support for MR Safety (RadSafe)

Development of Regulatory Science Tools for the Assessment of AI-Enabled Medical Devices

LLM Showdown: Benchmarking Performance, Cost, and Speed of Granular Ground Truth Extraction in Radiology Reports for Post-Deployment Monitoring of AI Models

RadPath: Improving Radiology-Pathology Correlation Follow-Up for Radiologists via an Automated System

Cohort Selection of MIDRC Exams Using the LOINC RSNA Radiology Playbook

Enhancing MRI Service Delivery: A Data-Driven Approach to Reducing Wait Times and Increasing Throughput

Standardizing MRI Series Description Metadata using Large Language Models

Enhancing Radiology Training with GPT-4: Pilot Analysis of Automated Feedback in Trainee Preliminary Reports

Development of An AI Model to Classify Shoulder Radiographs to Build Large-scale Image Registries

Consensus Based Macros: An Easy Tool To Improve the Quality of Radiology Reports Containing Incidental Imaging Findings

Inherent Barriers to Breast Cancer Detection in Mammograms Using Deep Learning

Deep Learning for Medical Imaging: A Recipe for Success

Deep Learning and Acute Traumatic Rib Fractures: Does Diagnostic Performance Vary Based on Location and Displacement of Fracture?

A Journey Towards a Complete Digital Patient Experience in Radiology

The Current State of Algorithms Available on Radiology AI Marketplaces: A Reality Check

Lung Nodule Malignancy Estimation of CT Scans Combining Image Biomarkers with 3D CNNs

Automated Estimation of EF and LV Mass in Retrospectively ECG-gated Cardiac CTAs using a 4D CNN Segmentation Model

Predicting Aneurysmal and Nonaneurysmal Blood Patterns on Noncontrast Head CTs with Deep Learning

Automated Flagging and Tracking for Incidental and Modified Radiology Reports for ED Patients

Human Outside the Loop: New Technology and Automating Compliance

Gulliver's Travels in the Pediatric Radiology Department, the Tale of the Upgrade of an Upper GI Fluoroscopy Simulator for Resident Education

Dashboard for Big Data Analysis of Detection and Communication of Critical Findings

Low-cost Workflow of Generating and Remotely Visualizing 3D Holographic Models for Clinical Practice using Augmented or Virtual Reality

Improving the Robustness of Deep Learning Models: Application in Lung Nodule Detection

Diagnostic Quality of Machine Learning Algorithm for Optimization of Low-Dose Computed Tomography Data

Open-Source Radiology Dashboard Application

Automatic Determination of The Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using a Machine Learning Based Natural Language Processing Algorithm

Multiparametric Prostate MRI Reporting Translation Tool: Converting Free Text into Pi-Rads

Metrics Manager: The Workflow Management Solution for Quantitative Imaging Assessment for Clinical Trials

Automated Volumetric Report with Normative Ranges: A Ruby Based Tool Integrated with FSL

RepScan: Real-Time Radiology Report Validation

Radiology Mobile Contact List Application

What The Patient Wants: An Analysis of Radiology-Related Inquiries from A Web-Based Patient Portal

Utilization of Workflow Process Maps to Analyze Gaps in Critical Event Notification at a Large, Urban Hospital

Platform to Enable Shared Scientific Computing and Research Assets (PESSCARA)

Developing a Collaborative Pan-Canadian Radiation Dose Monitoring Registry for Quality Improvement: The Medical Imaging Metadata and Radiation Registry of Canada (MIMRRC) 'Mimrick'

Annotation Assembler – A Web Tool for Applying Semi-Automatic Annotations to Images

Web desk: A Widget for Streamlined Incident Reporting

Digitizing an Analog Radiography Teaching File under Time Constraint: Trade-Offs in Efficiency and Image Quality

Computed Tomography Image Compressibility and the Limitations of Compression Ratio Based Guidelines

An Automated EGFR Calculator for the Prevention of Contrast Induced Nephropathy

Computerized Radiology Scheduling Support Using Rules Engines

A Fellow’s Training Institution Significantly Affects the Extent of Edits Made by Attending Radiologists During Report Finalization

Bias Field Correction and Intensity Standardization Improve the Diagnostic Accuracy Parametric MRI in Computerized Detection of Prostate Cancer in Vivo

Machine Translation of Radiology Reports: The Future of International Medicine

Comparison of the Diagnostic Performance of 5 Megapixel LCD Displays vs. 2 Megapixel LCD Displays in the Detection of Malignant Microcalcifications

Linking Radiology Reports to the Corresponding Pathology Reports Based on Biopsy Recommendations in Radiology Reports, Using Unified Medical Language System Concept Unique Identifiers

Use of a Web-Based Calculator to Improve Efficiency, Accuracy, and Consistency of Radiology Reporting

An Efficient Encryption Framework for Medical Images

Comparison of the Accuracy of an Automated System for Extracting BI-RADS Assessment Categories from Breast Imaging Free Text Reports with a Semi-structured Reporting Program to Facilitate a Medical Outcomes Audit Program

Automatic Detection of ICA-Derived Brain Resting State Networks through Adaptive Resonance Theory (ART-1) Neural Classifiers

Filtered Replication of a noSQL Database for Radiology Repository Synchronization

Repurposing a Traditional CAPTCHA Challenge-Response System to Assess Monitor Performance Metrics Including Contrast and Spatial Resolution

Results of a New Quality Assurance (QA) Visual Test for Medical Displays Calibration

Enhancing a Full Text Radiology and Pathology Report Search System with NegEx2: Enabling Searches for Positive and Negative Text or Medical Concepts

The Mammography Universal Workstation and Redesigning Workflow with Implementing Newer Technologies; Challenges Presented, Lessons Learned and Successfully Achieved Outcomes

An Interactive Multimodal Visualization Method for Medical Data Exploration and Image Guided Surgeries

Color Stability of Liquid Crystal Displays used for Medical Imaging

Parallel Medical Imaging Transmission

Automated Main Arterial Region Separation in Brain MR Angiography for Improved Clarity and Efficiency in the Clinical Visualization Process

Evaluation of Radiologist Preferences for Alternative Colors for Monochrome Display of Images in Conventional Radiology and CT

Magnetic Resonance Teleradiology in Sub-Saharan Africa: Challenges and Implementation

Display Quality Control: Results from Two Years in the Field

A RadLex “How-To” Tutorial and Practical Example for Integrating RadLex for Individual Needs

Generating a Technologist Report Card Using Online Graphical Scorecarding

Business Intelligence Tools for Radiology: Creating a Prototype Model Using Open-Source Tools

Where Have All the Seconds Gone?

Ontological Mapping of Anatomical Locations of Neurological Findings in a Large Radiology Reports Database with Natural Language Processing Program

HDR Tone Mapping to Increase Detection of Pulmonary Nodules in Frontal Radiographs of the Chest

Lossy Compression as a Standard of Practice: A Pan-Canadian Study to Evaluate Compression Ratios for Use in National Guidelines

Phantom Evaluation of Collimator Choice and Scatter Correction on I-123 SPECT Images

Development, Implementation, and Initial Use of a Comprehensive System for Automated Quality Control of Diagnostic Ultrasound Scanners

Automated Distributed Post-processing of Medical Images with Standard DICOM Storage Services: An Application Framework and Implementation with Magnetic Resonance Diffusion Tensor Imaging Data