Tag: DDPM

๐ŸŽŠ Exciting News!!!๐ŸŽŠ

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We will present 4 main conference papers and 4 workshop/challenge papers in #MICCAI2024, Marrakesh, Morocco. These cover interesting topics such as #DDPM, Low-light Image Enhancement, #GaussianSplatting, Depth Reconstruction, Data Robustness, and Medical Image Segmentation. Congrates to all of our awesome collaborators! Do drop by our poster and oral sessions if you are interested in our work!

Main Conference 1: EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Long Bai, Oct 08, Poster Session 3, 10:30 – 11:30

Poster ID: T-AM-091

Paper: https://lnkd.in/gV5MzKct

Code: https://lnkd.in/ghYauAGM

Main Conference 2: Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting

YIMING HUANG, Oct 08, Poster Session 4, 15:00 – 16:30 

Post ID: T-PM-074

Paper: https://lnkd.in/gtDwbyWg

Code: https://lnkd.in/ggaDgVxW

Main Conference 3: EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera

Beilei Cui, Oct 08, Poster Session 4, 15:00 – 16:30

Poster ID: T-PM-076

Paper: https://lnkd.in/gQgpFFpq

Code: https://lnkd.in/g_bfk56S

Main Conference 4: LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion

Tong Chen, Oct 09, Oral Session 16, 13:30 – 15:00, Poster Session 6, 15:00 – 16:30

Poster ID: W-PM-154

Paper: https://lnkd.in/gybFHPmu

Code: https://lnkd.in/gmmWXCnd

Workshop 1: A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery

Long Bai, Oct 06, Oral & Poster

Embodied AI and Robotics for HealTHcare (EARTH) Workshop

Paper: https://lnkd.in/gD6juYyV

Code: https://lnkd.in/gnwhzrQn

Workshop 2: Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data

Beilei Cui, Oct 10, Poster, 15:10 – 16:05

9th International Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI)

Paper: https://lnkd.in/gnWtK37B

Code: https://lnkd.in/gjc2FBWT

Challenge 1: Transferring Knowledge from High-Quality to Low-Quality CT for Adult Glioma Diagnosis

Long Bai, Oct 06, Oral (Top-performing Team)

BraTS Challenge on Sub-Sahara-Africa Adult Glioma (BraTS-SSA)

Challenge 2: Ensembling Multi-scale Networks for Accurate Adult Glioma Diagnosis

Long Bai, Oct 06, Poster

BraTS Adult Glioma Post Treatment Challenge (BraTS-GLI)

๐ŸŽ‰ Check out our #MICCAI2024 accepted paper “EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy”.

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In this work, through incorporating a set of learnable parameters to prompt the learning targets, the diffusion model can effectively address the unified illumination correction challenge in capsule endoscopy. We also propose a new capsule endoscopy dataset including underexposed and overexposed images, as well as the ground truth.

Thanks to all of our collaborators from multiple institutions: Long Bai, Qiaozhi Tan, Zhicheng He, Sishen YUAN, Prof. Hongliang Ren from CUHK & SZRI, Tong Chen from USYD, Wan Jun Nah from Universiti Malaya, Yanheng Li from CityU HK, Prof. Zhen CHEN, Prof. Jinlin Wu, Prof. Hongbin Liu from CAIR HK, Dr. Mobarakol Islam from WEISS, UCL, and Dr. Zhen Li from Qilu Hospital of SDU.

Paper: https://lnkd.in/gJaqikqj

Code & Dataset: https://lnkd.in/ghYauAGM

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