Joint AE-CAI | OR 2.0 | CARE | PRiSM Workshop @ MICCAI 2026
2026 AE-CAI PROGRAM
*Note: Paper numbers in this program are based on the CMT submission ID.
📍 Room: Amsterdam, Floor G
Christian Linte, Marta Kersten-Oertel & Sharib Ali
Chairs: Duygu Sarikaya & Sharib Ali
Paper #: 1, 8, 13, 17, 30, 35
8. When Do Reproducible Scores Support a Valid Comparison in Dynamic Endoscopic Reconstruction?
13. GC-EndoGaussian: Residual-Centered Sparse Control for Editable Endoscopic 4D Gaussian Reconstruction
1. Endo-DGS: A Deformable 3D Gaussian Splatting Pipeline for Occlusion-Robust, Photorealistic 4D Endoscopic Reconstruction
17. EndoPASWave: Foundation Model Adaptation via PAS-LoRA and Wavelet-Domain Decoding for Endoscopic Metric Depth Estimation
30. Bright ≠ Near: Auditing and Mitigating Illumination Shortcuts in Ground-Truth-Free Endoscopic Depth
35. SpectralRegNet: Self-Supervised Spectral Constraints for Low-Overlap Partial Non-rigid Laparoscopic Point Cloud Registration
Chairs: Mikolaj Kowal & Stamatia Giannarou
Paper #: 40, 27, 32, 28, 50
40. Appearance Transfer Shader for Gaussian Splatting in Endoscopic Images
27. Evaluating Transformation Models for pCLE Mosaic Registration
32. Registration of Stereo Endoscopy to CT through Semantic Relations
28. Training-Free Construction of 3D Time-Series Surgical Scene Graphs via Surface-Normal-Guided Segmentation
50. A Fast Framework for Metric 3D Reconstructions and Vision-Based Tracking for Surgical Robotic Platforms
Chairs: Marta Kersten-Oertel & Cristian Linte
Paper #: 2, 3, 15, 16, 25, 29
2. Point-and-Shoot Targeting for Efficient Neurosurgical Trajectory Planning in Mobile Augmented Reality
3. Inter-Operator Variability in Augmented Reality-Guided Breast Tumor Localization
15. Phantom Validation of an AR/VR Guidance Framework for Complex Articular Fracture Reduction
16. Depth-Augmented 3D–2D Liver Registration with Statistical Shape-Space Refinement for Laparoscopic AR
25. In-room Calibration of a Time-of-Flight Sensor Using Surface Reconstruction for Augmented Reality-Guided Surgery
29. Parameter-Efficient Adaptation of SAM3 for Left Atrium Segmentation from MR Images for Improved Planning and Guidance of Cardiac Ablation Interventions
Chairs: Stamatia Giannarou & Sharib Ali
Paper #: 46, 51, 36, 54, 10
46. Feasibility of Augmented Reality-Guided Robotic Ultrasound with Cone-Beam CT Integration for Spine Procedures
51. Towards Practical Mobile Augmented Reality Guidance for Ventriculostomy
36. Towards Automated Initial Probe Placement in Transthoracic Teleultrasound Using Human Mesh and Skeleton Recovery
54. A Low-Latency Mixed Reality Teleoperation Console for Bedside Robotic Surgery
10. hudini: Recovering da Vinci Xi System State from the Heads-Up Display in Surgical Video
Chairs: Duygu Sarikaya & Stamatia Giannarou
Paper #: 4, 22, 23, 41, 55, 44
4. Annotation-Free Representation Learning for Colonoscopy Video Retrieval
22. Automatic Segmentation of Complex Right Colonic Vasculature: A Novel Dataset and Feasibility Benchmark
23. Safer Female Pelvic Laparoscopy: Spatio-temporal Mamba-based Ureter Segmentation with U-Net Refinement
41. Explainable Transformer-Based Phase Recognition for Transabdominal Preperitoneal Laparoscopic Inguinal Hernia Repair
55. Semantic RGB–Depth Based Surgical Skill Assessment in Microscopic Stereo Videos
44. Objective Skill Assessment Using RGB-D Cameras in Central Venous Catheterization
Chairs: Marta Kersten-Oertel & Mikolaj Kowal
Paper #: 11, 43, 47, 45, 58, 39
11. BLISS: A Browser-Based Cross-Platform Patient-Specific Liver Surgery Simulator with AR/VR Support
43. Patient-Specific Virtual Reality for Lumbar Decompression Surgery: An Automated Imaging Pipeline and Educational Assessment
47. AnatomyCarve: Interactive Segment-Aware Anatomical Exploration for Surgical Planning and Education
45. The Effect of Virtual Reality and Haptic Feedback on the Learning Curve for Ultrasound-Guided Peripheral Intravenous Catheter Insertion
58. Gaze-Based Evaluation of Stereoscopic AR vs. Standard 2D for Minimally Invasive Surgical Training
39. The Effects of Virtual Reality and Child Life Preparation on Anxiety in Pediatric Magnetic Resonance Imaging: A Randomized Crossover Study
16:00 20th Anniversary Panel
20 Years of AE-CAI: Looking Back and Looking Forward

Pierre Jannin
Moderator

Juan M. Verde

Caroline Essert

Stefanie Spiedel

Nassir Navab
Christian Linte, Sharib Ali & Marta Kersten-Oertel