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> Assistant Professor Qi DOU
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Professor DOU Qi
Personal Information
Position and Department
Assistant Professor
,
Department of Computer Science and Engineering
Email
qidou@cuhk.edu.hk
ORCiD
0000-0002-3416-9950
URL
http://www.cse.cuhk.edu.hk/~qdou
CUHK Research Outputs
1 of 4
Ada-Tracker: Soft Tissue Tracking via Inter-Frame and Adaptive-Template Matching
(
2024
)
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning
(
2024
)
A Simultaneous Polyp and Lumen Detection Framework Toward Autonomous Robotic Colonoscopy
(
2024
)
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage
(
2024
)
Intelligent Shape Decoding of a Soft Optical Waveguide Sensor
(
2024
)
Adaptive feature aggregation based multi-task learning for uncertainty-guided semi-supervised medical image segmentation
(
2023
)
Automatic Multiparametric Magnetic Resonance Imaging‐Based Prostate Lesions Assessment with Unsupervised Domain Adaptation
(
2023
)
Autonomous Intelligent Navigation for Flexible Endoscopy Using Monocular Depth Guidance and 3-D Shape Planning
(
2023
)
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark
(
2023
)
DeepKOA: a deep-learning model for predicting progression in knee osteoarthritis using multimodal magnetic resonance images from the osteoarthritis initiative
(
2023
)
Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
(
2023
)
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
(
2023
)
Domain Adaptive Graph Infomax via Conditional Adversarial Networks
(
2023
)
Domain generalization of deep networks for medical image segmentation via meta learning
(
2023
)
End-to-End Learning of Deep Visuomotor Policy for Needle Picking
(
2023
)
Fair Federated Medical Image Segmentation via Client Contribution Estimation
(
2023
)
Fast non-markovian diffusion model for weakly supervised anomaly detection in brain MR images
(
2023
)
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer
(
2023
)
Human-in-the-loop Embodied Intelligence with Interactive Simulation Environment for Surgical Robot Learning
(
2023
)
IJCARS-IPCAI 2023 special issue: conference information processing for computer-assisted interventions, 14th International Conference 2023—part 1
(
2023
)
Imitation Learning from Expert Video Data for Dissection Trajectory Prediction in Endoscopic Surgical Procedure
(
2023
)
Intelligent surgical workflow recognition for endoscopic submucosal dissection with real-time animal study
(
2023
)
IOP-FL: Inside-outside personalization for federated medical image segmentation
(
2023
)
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation
(
2023
)
Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk
(
2023
)
Machine Learning, Medical AI and Robotics
(
2023
)
Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation
(
2023
)
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
(
2023
)
PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition?
(
2023
)
Real Time Artificial Intelligence Assisted Endoscopic Submucosal Dissection for Identification of Correct Dissection Plane - A Pilot Animal Study
(
2023
)
Region-focused multi-view transformer-based generative adversarial network for cardiac cine MRI reconstruction
(
2023
)
Robotic surgery remote mentoring via AR with 3D scene streaming and hand interaction
(
2023
)
Stereo dense scene reconstruction and accurate localization for learning-based navigation of laparoscope in minimally invasive surgery
(
2023
)
StereoPose: Category-Level 6D Transparent Object Pose Estimation from Stereo Images via Back-View NOCS
(
2023
)
Technical innovations to improve artificial intelligence generalizability of automated medical image diagnosis for clinical practice
(
2023
)
The Liver Tumor Segmentation Benchmark (LiTS)
(
2023
)
Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification
(
2023
)
Two-Stage Grasping: A New Bin Picking Framework for Small Objects
(
2023
)
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
(
2023
)
Why is the winner the best?
(
2023
)
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery
(
2022
)
A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking
(
2022
)
A software program for automated compressive vertebral fracture detection on elderly women's lateral chest radiograph: Ofeye 1.0
(
2022
)
A Unified Monocular Camera-Based and Pattern-Free Hand-to-Eye Calibration Algorithm for Surgical Robots With RCM Constraints
(
2022
)
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy
(
2022
)
Autonomous environment-adaptive microrobot swarm navigation enabled by deep learning-based real-time distribution planning
(
2022
)
Development of deep learning algorithms to discriminate giant cell tumors of bone from adjacent normal tissues by confocal Raman spectroscopy
(
2022
)
Distilled Visual and Robot Kinematics Embeddings for Metric Depth Estimation in Monocular Scene Reconstruction
(
2022
)
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images
(
2022
)
DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging
(
2022
)
Most Relevant Area
Artificial intelligence
(
Computer science
)
Related Area
Biomedical imaging
(
Biomedical engineering
)
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Last updated on 2024-03-09 at 16:09
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