We will post the program when the definite timeslots are available.
We confirm that the workshop is on day one: MICCAI workshops.
ShapeMI 2024 Program (PDF)
8:00 - 9:00 Registration
In-person session (Oral Presentations)
(live presentations in a conference room)
8:30 - 8:40 Opening (10 min)
8:40 - 9:55 Block 1
| Time | Tile |
|---|---|
8:40 - 9:10 |
Object Correspondence for Shape Statistics via Skeletal Geometry (Keynote) |
9:10 - 9:25 |
Deep Combined Computing of Vascular Images with Tubular Shape-Guided Convolution |
9:25 - 9:40 |
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images |
9:40 - 9:55 |
Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations |
9:55 - 10:15 Coffee break
10:15 - 10:45 Poster session
10:45 - 12:30 Block 2
| Time | Tile |
|---|---|
10:45 - 11:15 |
Statistical Shape Analysis of Complex Natural Structures (Keynote) |
11:15 - 11:30 |
Deformable vertebra 3D/2D registration from biplanar X-rays using particle-based shape modelling |
11:30 - 11:45 |
Enhancing Multimodal Image-Based Classification of Alzheimer’s Disease with Surface Information |
11:45 - 12:00 |
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images |
12:00 - 12:30 Adjourn / Lunch
Virtual on-demand session (Poster Pitches)
(virtual pitch presentations and live on-site poster session)
PSGMM: Pulmonary Segment Segmentation Based on Gaussian Mixture Model -- Video Pitch / Poster
Implicitly Explicit: Segmenting Vertebrae with Deep Implicit Statistical Shape Models -- Video Pitch / Poster
3D Body Twin: Improving Human Gait Visualizations Using Personalized Avatars -- Video Pitch / Poster
Robust Curve Detection in Volumetric Medical Imaging via Attraction Field -- Video Pitch / Poster
A Critical Comparison Between Template-Based and Architecture-Reused Deep Learning Methods for Generic 3D Landmarking of Anatomical Structures -- Video Pitch / Poster
Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging -- Video Pitch / Poster
Leveraging Expert Knowledge for Real-time Online Adaptation of Intraoperative Liver Registration -- Video Pitch / Poster
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation -- Video Pitch / Poster
Towards Point Cloud-Based Medical Image Registration for Dynamic 4D-CT Imaging -- Video Pitch / Poster
Application of Deep Statistical Shape Modeling for Analysis of Obstructive Sleep Apnea from MRI Data -- Video Pitch / Poster
ShapeMI 2023 Program (PDF)
8:00 - 9:00 Registration
In-person session (Oral Presentation)
(live presentations in a conference room with ZOOM streaming)
9:00 - 9:10 Opening (10 min)
9:10 - 10:30 Block 1 - Deep Learning in Medical Shape Analysis
| Time | Tile |
|---|---|
9:10 - 9:40 |
Shaping up: Introduction to Shape Analysis (Keynote) Slides |
9:40 - 9:55 |
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction |
9:55 - 10:10 |
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction |
10:10 - 10:25 |
Anatomy-Aware Masking for Inpainting in Medical Imaging |
10:30 - 10:45 Coffee break
10:45 - 12:00 Block 2 - Shape Methods
| Time | Tile |
|---|---|
10:45 - 11:15 |
Deep Neural Networks To Analyze Deformable Shapes From Images (Keynote) Slides |
11:15 - 11:30 |
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest |
11:30 - 11:45 |
Predicting Shape Development: A Riemannian Method |
11:45 - 12:00 |
3D Shape Analysis of Scoliosis |
12:00 - 13:00 Adjourn / Lunch
Virtual session (Poster Pitch)
(virtual presentations via ZOOM and live Q&A)