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Jun Cheng

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Principal Scientist

Institute for Infocomm Research

Singapore

Research Interests

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Professors in Medical Imaging

Recent Grants

Grant: Close

ACTIA-Automatic Cardiac Optical Coherence Tomography Image Analysis for Coronary Artery Disease Risk Assessment

Open Date: 2015-10-01

Close Date: 2017-09-01

Grant: Close

L4Near-Weakly Supervised Learning by Joint Convolutional and Graph Networks for Non-linear Medical Image Registration

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Articles (20)

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Collaborators (13)

Cuntai Guan

Professor

Nanyang Technological University (NTU)

SINGAPORE

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Guanghui Yue

Shenzhen University

CHINA

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Yang Yu

Senior Scientist

Institute for Infocomm Research

SINGAPORE

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Jun Cheng

Research Interests

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Recent Grants

Articles (20)

Curvilinear structure-preserving unpaired cross-domain medical image translation

Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport

Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation

Dual Correlation-Aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance

BL-UDA: Towards Unsupervised Domain-Adaptive Surgical Instrument Segmentation with Source Box Labels

Enhancing Pseudo-Label Reliability for Semi-Supervised Gastric Polyp Segmentation

Evidential Robust Feature Learning for Generalized Few-Shot Segmentation

SRNet: Self-supervised structure regularization for stereo matching

Improving OCTA Imaging Through Cross-Domain Adaptation: A Noise-Guided Framework Using Intralipid-Enhanced Rat Data

Intra- and Cross-View Enhancement for OCTA Imaging

Improving multi-modal brain tumor segmentation via pre-training and knowledge distillation based post-training

Physically-guided open vocabulary segmentation with weighted patched alignment loss

A Physics-Inspired Deep Learning Framework With Polar Coordinate Attention for Ptychographic Imaging

Masked Vascular Structure Segmentation and Completion in Retinal Images

Multimodal multitask similarity learning for vision language model on radiological images and reports

LiftFeat: 3D Geometry-Aware Local Feature Matching

MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching

Plasticine: A Traceable Diffusion Model for Medical Image Translation

Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification

Uncertainty Aware Interest Point Detection and Description

Collaborators (13)

Cuntai Guan

Guanghui Yue

Yang Yu

WEIDE LIU

Philip Leong

Eric A. Newman

Wei Zhou

Grant A van Riessen

Roger Zimmermann

Xulei Yang

Yalin Zheng

Xudong Jiang

Jagath C. Rajapakse

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