RSNA Labs

Thank you for attending RSNA Labs during RSNA 2024!

The RSNA Hands-On Labs were only available on-site at McCormick Place. Information for RSNA 2025 will be available closer to the date of the meeting.

View the topics that were presented Dec. 1-4.

RSNA Hands-On Labs 

Sunday, Dec. 1 

RSNA Hands-On Lab: Pediatric Musculoskeletal Ultrasound

RSNA Hands-On Lab: Liver Elastography 

 

---

 

Monday, Dec. 2 

RSNA Hands-On Lab: Ultrasound Doppler Hands-On Course of the Carotid System and Abdominal Vasculature 

RSNA Hands-On Lab: Musculoskeletal Ultrasound Workshop: Ankle and Foot 

 

---

 

Tuesday, Dec. 3

RSNA Hands-On Lab: Breast US Biopsy 

RSNA Hands-On Lab: MRI-Guided Breast Biopsy 

 

---

 

Wednesday, Dec. 4 

RSNA Hands-On Lab: Contrast Reaction Management 

 

---

 

RSNA Deep Learning Labs 

Sunday, Dec. 1 

RSNA Deep Learning Lab: DIY Deep Learning: Programming Setup for Beginners (Beginner Friendly) 

RSNA Deep Learning Lab: DICOM Data Wrangling (Beginner Friendly)  

 

---

 

Monday, Dec. 2

RSNA Deep Learning Lab: Basics of NLP in Radiology (Beginner Friendly) 

RSNA Deep Learning Lab: MIDRC - Cohort Building, Downloading, and Using Data for DL (Beginner Friendly) 

RSNA Deep Learning Lab: Data Extraction from Radiology Reports with LLMs (Beginner Friendly) 

RSNA Deep Learning Lab: NCI Imaging Data Commons - Curated Data and Reproducible AI workflows (Advanced)  

 

---

 

Tuesday, Dec. 3 

RSNA Deep Learning Lab: Accessing Freely Available Public Datasets from The Cancer Imaging Archive (TCIA) (Beginner Friendly) 

RSNA Deep Learning Lab: ChatGPT - DICOM De-Identification Using ChatGPT (Beginner Friendly) 

RSNA Deep Learning Lab: MIDRC - Contributing Data: Diversity, Annotations, and Harmonization (Beginner Friendly) 

RSNA Deep Learning Lab: Deploy Your Own Model in Huggingface (Advanced) 

 

---

 

Wednesday, Dec. 4

RSNA Deep Learning Lab: Building a Simple Chest X-Ray Classification Model with TensorFlow (Beginner Friendly) 

RSNA Deep Learning Lab: Developing and Implementing a 3D Segmentation Model - From DICOM to Deployment (Advanced) 

RSNA Deep Learning Lab: Quantifying Uncertainty in Deep Learning (Advanced) 

RSNA Deep Learning Lab: Best Practices for Model Training: Architectures, Hyperparameters & Optimization (Advanced)