The Helen and Paul Chang Foundation New Investigator Travel Awards

Generalization Techniques and Solutions for Deep Learning in Echocardiography: Patients with Restrictive Cardiomyopathy

Explainability of Deep Learning Models for Melanoma Segmentation: A New Perspective from Compound Loss Functions

Evaluation of Laparoscopic Video Quality Using Statistical Dependencies of Spatial and Texture Measures

AI-Enhanced Metastatic Nodal Tumor Detection on Neck CT Scans

RadDiscord Perspective on the Correlation and Predictive Power of Practice Questions with ABR Core Exam Scores

MISAS: Probabilistic Medical Image Segmentation Neural Architecture

Development of a Deep Learning Model for Whole Slide Image Analysis in the Histologic Diagnosis of Dysplastic Barrett’s Esophagus

Can We Trust Saliency Maps to “Explain” Deep Learning Algorithms for Musculoskeletal Radiograph Abnormality Detection?

Ai Driven Model for Automatic Emphysema Detection in Low Dose Computed Tomography Using Disease-Specific Augmentation

Automated Risk Stratification of Thyroid Nodules with Ultrasound Cine-clip Images

Covid-19 Lung Lesion Segmentation Using A Sparsely Supervised Mask-RCNN On Chest X-Rays Automatically Computed from Volumetric CTS

Predicting Treatment Response in Patients with Hepatocellular Carcinoma Treated with Y90 Radioembolization Using Deep Learning

Knee Imaging Biomarkers for Sex and Race: A Deep Learning Analysis of The Osteoarthritis Initiative

Eye Tracking with Speech Recognition can Automatically Produce Labels for Deep Learning from Standard Interpretations: A Proof-of-principle Application to Fully Simulated Interpretation of Brain Metastases on MRI

Readability and Interpretability of a Spanish Lay-language Glossary of Musculoskeletal Terms

Are Commercial Deep Learning Builders Superior to Traditionally Built Machine Learning Models for Natural Language Processing? A Head-to-head Comparison using Abdominal CT Protocol Classification Journal of Digital Imaging Awards

Simulated Artificial Intelligence Workflow Improves Report Value in Clinical Trials While Saving Radiologists Time

RetinaNet Localization of Radiographically Suspicious Pulmonary Tuberculosis on Chest X-Ray: A Transfer Learning Approach

Cinebot: Efficient Creation of Movies and Animated Gifs for Presentation and Education Directly from PACS

NLP-powered Analysis of a Large-scale Lumbar Spine MRI Reporting Archive for Characterizing Severity Distribution of Lumbar Spine Degenerative Disease

Deep Learning For Hemorrhage Detection on Head CT: Algorithm Development and Clinical Deployment

A Survey of Imaging Informatics Fellowships and their Curricula: Current State Assessment

What Machines Can Read: Gender Identification from Hand and Wrist Radiographs in Children

Minimizing Barriers in Learning for On-Call Radiology Residents End-To-End Web-Based Resident Feedback System

Mammographic Breast Density Classification by A Deep Learning Approach

Machine Intelligence for Accurate X-ray Screening and Read-out Prioritization: PICC line Detection Study

Integrating Natural Language Processing and Machine Learning Algorithms to Categorize Oncologic Response in Radiology Reports

Using HL7 FHIR to Integrate Structured Radiology Reports into an Open-Source Medical Records System & Proving Value in Radiology: Experience Developing and Implementing a Shareable Open Source Registry Platform

Keeping Abreast of Breast Imagers: Radiology Pathology Correlation for the Rest of Us

Platform Independent Plugin for Navigating Online Radiology Images: An audio/video reporting workflow to supplement standardized radiology reports

Enhancing Workflow Analysis in Acute Stroke Patients Using RFID and IR-based Real-Time Location Systems

Vascular Access Tracking System: A Web-Based Clinical Tracking Tool for Identifying Catheter Related Blood Stream Infections in Interventional Radiology Placed Central Venous Catheters; FHIRgamuts: A Computer-Aided Diagnosis Engine for Radiology Reports Developed At SIIM Hackathon 2014

PORTER: A Prototype System for Patient-Oriented Radiology Report Annotation

Radiologist-IT Staff Interactions: Opportunity for Improvement

Integrating Tablet-Based Videoconferencing with an Image Viewer and a Shared PACS Session to Provide a Platform for Remote Consultation for Radiology Studies

Preventing Laterality Errors

Bridging the Leadership Gap between Imaging, Clinical and IT Personnel in an Informatics Fellowship

Stage 2 Meaningful Use: Examining the New 2014 Base Electronic Health Record and its Impact on Radiologists

Multi-series DICOM: An extension of multi-frame DICOM that stores a whole study in a single normalized object

Using Microsoft Kinect for patient size estimation and radiation dose normalization: Proof of concept and initial validation

Improved resident report evaluation with Web-based tools integrated into the attending signoff process

Evaluation of RadLex Coverage of Radiology Reporting Templates

Radiology Report Comparator: A Novel Method to Augment Resident Education

Standardized Reporting in Radiology: A Prospective Analysis of Error Rate and Turnaround Time

Using Radlex Enhanced Advanced Leximer Mining (REALM) for Automated Associative Data Mining of Radiology Text Reports and Decision Support Systems

A Simulation tool to Visualize Patient Peak Skin Dose with Fluoroscopic and Interventional Procedures Using DICOM

Creation and Storage of Standards-based Pre-scanning Patient Questionaires in PACS as DICOM Objects

Optimization of Network Parameters for "Just-In-Time" Radiology Study Interpretation Over an Enterprise Wide Area Network

The 'Dose Index Tracker:' An Automated Database of Patient Radiation Dose Records for Quality Monitoring

IHE For Everybody: Adding TCE Functionality to Applications

Walking While Working: The Effect of a Treadmill Based Workstation on Radiologists' Interpretation of Lung Nodules

Using Knowledge Discovery Techniques to Identify a Novel Predictor of Breast Cancer: Breast Mass Density

Evaluation of Negation Detection and its Impact on Precision in Search

Use of Radcube – For Extraction of Finding Trends in a Large Radiology Practice

Texture Model Comparison for Lung Nodule Interpretation and Retrieval

A New Discrete Transform for Efficient Medical Image Texture Analysis

What are Radiologists Looking For? The Demographics and Usage Statistics for a Novel Radiology-Centric Websearch Engine

Analysis of Tumor Heterogeneity and Temporal Change for Cancer Treatment Outcome Prediction: Application to Cervical Cancer

Variability of Subspecialty Search Queries Made Using a Radiology-specific Search Engine

Increasing Accuracy of Mutual Information Based Registration of Tumor SPECT and CT Images with Dual-isotope Acquisition