Luc Duong

Kaiser Permanente — United States

Computer Science · Physical Sciences

19h-index1.2kcitations87works2.52yr avg
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Research Topics

Medical Image Segmentation Techniques(26), Medical Imaging and Analysis(20), Scoliosis diagnosis and treatment(18), Coronary Interventions and Diagnostics(15), Retinal Imaging and Analysis(10)

Publications84 total

Generative Pre-Trained Transformers (GPT)-Based Automated Building Regulatory Information Transformation
2025
Evaluation of Respiratory Mask Fitting Using Finite Element Analysis Numerical Simulations and Experimental Pressure Measurements
Annals of Biomedical Engineering·2025
A Hybrid Model for Sentiment, Emotion, and Bloom’s Taxonomy Analysis
SN Computer Science·2025Open Access
Automatic Segmentation of the Left Ventricle Through the Cardiac Cycle in Pediatric Echocardiography Videos Using SegFormer Architecture
2025
Evaluation of eye-tracking capabilities in Apple Vision Pro for training in hybrid ventricular septal defect procedures
2025
Reinforcement learning for navigation in percutaneous coronary arteries interventions
2025
Automatic Evaluation of Bone Age Using Hand Radiographs and Pancorporal Radiographs in Adolescent Idiopathic Scoliosis
Diagnostics·2025· 1 citedOpen Access
Estimating Spinal Position in 3D Using a Connected Garment to Assess Bracing Fit for Adolescent Idiopathic Scoliosis
3DBODY.TECH journal·2024Open Access
Automatic segmentation of echocardiographic images using a shifted windows vision transformer architecture
Biomedical Physics & Engineering Express·2024· 3 citedOpen Access
Real-time prediction of postoperative spinal shape with machine learning models trained on finite element biomechanical simulations
International Journal of Computer Assisted Radiology and Surgery·2024· 6 cited
Pressure prediction for the personalized and automatic fitting of respiratory masks
2024
Design of coronary artery phantom using polyvinyl alcohol cryogel for optical coherence tomography imaging in Kawasaki disease
2024
Cumulative Dosage of Intrathecal Chemotherapy Agents Predicts White Matter Integrity in Long-Term Survivors of Acute Lymphoblastic Leukemia: A PETALE Study
Cancers·2024· 2 citedOpen Access
Automatisation of bone age calculation using a pixel-based method and a deep learning network
Brain and Spine·2024Open Access
Attention‐gated U‐Net networks for simultaneous axial/sagittal planes segmentation of injured spinal cords
Journal of Applied Clinical Medical Physics·2023· 11 citedOpen Access
Automated detection of regions of interest in cartridge case images using deep learning
Journal of Forensic Sciences·2023· 4 citedOpen Access
Unsupervised synthesis of realistic coronary artery X-ray angiogram
International Journal of Computer Assisted Radiology and Surgery·2023· 1 citedOpen Access
Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features
2023
Pixel-wise confidence estimation for segmentation in Bayesian Convolutional Neural Networks
Machine Vision and Applications·2023
Patient-specific Cardio-respiratory Motion Prediction in X-ray Angiography using LSTM Networks
Physics in Medicine and Biology·2022· 5 citedOpen Access
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Frequent Co-authors

Hubert Labelle(13), Farida Chériet(10), Joaquim Miró(10), Nagib Dahdah(7), Jean‐Marc Mac‐Thiong(7), Christian Desrosiers(7), Atefeh Abdolmanafi(6), Stefan Parent(6), Mohamed Cheriet(6), Christian Bellefleur(5), Julie Joncas(5), Faten M’hiri(5), Simone Balocco(3), Guillaume Zahnd(3), Stefanie Demirci(3), Shadi Albarqouni(3), Lee Su-Lin(3), Edgar García-Cano(3), Fernando Arámbula Cosı́o(3), Marjolaine Roy‐Beaudry(3)