| Analysis of geometric performance and dosimetric impact of using automatic contour segmentation for radiotherapy planning M Cao, B Stiehl, VY Yu, K Sheng, AU Kishan, RK Chin, Y Yang, D Ruan Frontiers in Oncology 10, 1762, 2020 | 16 | 2020 |
| An adversarial machine learning framework and biomechanical model‐guided approach for computing 3D lung tissue elasticity from end‐expiration 3DCT AP Santhanam, B Stiehl, M Lauria, K Hasse, I Barjaktarevic, J Goldin, ... Medical Physics 48 (2), 667-675, 2021 | 12 | 2021 |
| Systematic feasibility analysis of performing elastography using reduced dose CT lung image pairs K Hasse, SS Hsieh, D O'Connell, B Stiehl, Y Min, J Neylon, DA Low, ... Medical physics 47 (8), 3369-3375, 2020 | 7 | 2020 |
| A quantitative analysis of biomechanical lung model consistency using 5DCT datasets B Stiehl, M Lauria, D O'Connell, K Hasse, IZ Barjaktarevic, P Lee, DA Low, ... Medical physics 47 (11), 5555-5567, 2020 | 4 | 2020 |
| Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics M Lauria, K Singhrao, B Stiehl, D Low, J Goldin, I Barjaktarevic, ... International Journal of Computer Assisted Radiology and Surgery 17 (1), 185-197, 2022 | 3 | 2022 |
| Ventilation measurements using fast‐helical free‐breathing computed tomography DA Low, D O'Connell, M Lauria, B Stiehl, L Naumann, P Lee, J Hegde, ... Medical physics 48 (10), 6094-6105, 2021 | 3 | 2021 |
| Scalable quorum-based deep neural networks with adversarial learning for automated lung lobe segmentation in fast helical free-breathing CTs B Stiehl, M Lauria, K Singhrao, J Goldin, I Barjaktarevic, D Low, ... International Journal of Computer Assisted Radiology and Surgery 16 (10 …, 2021 | 3 | 2021 |
| Department of Radiation Oncology S Oral, B Stiehl, M Lauria, D O'Connell, K Hasse, I Barjaktarevic, P Lee, ... | 3 | 2019 |
| Variation in Relative Left and Right Diaphragm Positions Across Imaging Sessions Using CT Simulation and Cone-Beam CT Images M Lauria, K Singhrao, J Lewis, D O'Connell, W Lin, A Santhanam, ... MEDICAL PHYSICS 49 (6), E730-E730, 2022 | 1 | 2022 |
| A Quantitative Analysis of Lung Registration Error in a Clinically Used Deformable Image Registration Implementation Using Manually Identifiable Features in Fast Helical Free … L Naumann, B Stiehl, M Lauria, K Singhrao, A Santhanam, D Low Medical Physics 48 (6), 2021 | 1 | 2021 |
| An adversarial machine-learning-based approach and biomechanically guided validation for improving deformable image registration accuracy between a planning CT and cone-beam CT … AP Santhanam, M Lauria, B Stiehl, D Elliott, S Seshan, S Hsieh, M Cao, ... Medical Imaging 2020: Image Processing 11313, 139-148, 2020 | 1 | 2020 |
| Motion compensated cone-beam CT reconstruction using an a priori motion model from CT simulation: a pilot study M Lauria, C Miller, K Singhrao, J Lewis, W Lin, D O’Connell, L Naumann, ... Physics in Medicine & Biology 69 (7), 075022, 2024 | | 2024 |
| An analysis of the regional heterogeneity in tissue elasticity in lung cancer patients with COPD M Lauria, B Stiehl, A Santhanam, D O’Connell, L Naumann, ... Frontiers in Medicine 10, 2023 | | 2023 |
| CBCT Forecasting-A Convolution-LSTM Based Machine Learning Framework for Predicting" ahead-Of-Time" Patient Anatomy, Dose to Be Delivered, and Dose Trend in Head and Neck … A Santhanam, B Stiehl, M Lauria, R Savjani, S Gros, D Low MEDICAL PHYSICS 49 (6), E206-E207, 2022 | | 2022 |
| A Generative Adversarial Transfer Learning Framework for Predicting Lung Diaphragm and Rib-Cage Mechanics From Free and Forced Breathing Lung Imaging A Santhanam, B Stiehl, M Lauria, L Naumann, I Barjaktarevic, ... MEDICAL PHYSICS 49 (6), E500-E501, 2022 | | 2022 |
| Application of Lambda: Subvoxel Image Similarity in Complex Images P Boyle, M Lauria, B Stiehl, L Naumann, A Santhanam, D Low MEDICAL PHYSICS 49 (6), E173-E173, 2022 | | 2022 |
| Introduction of Lambda: A Convenient and Robust Subvoxel Image Similarity Metric P Boyle, M Lauria, B Stiehl, L Naumann, A Santhanam, D Low MEDICAL PHYSICS 49 (6), E173-E173, 2022 | | 2022 |
| Consistency Between Two Independent Methods of Lobe-Wise Ventilation Calculation From Free-Breathing CT M Lauria, B Stiehl, D O'Connell, A Santhanam, L Naumann, P Boyle, ... MEDICAL PHYSICS 49 (6), E737-E737, 2022 | | 2022 |
| A Hybrid Framework to Quantitatively Assess Deformable Image Registration Accuracy with a Complete Implementation of TG-132 Based Validation L Naumann, B Stiehl, M Lauria, P Boyle, D Low, A Santhanam MEDICAL PHYSICS 49 (6), E738-E739, 2022 | | 2022 |
| Simulation of 4DCT Phase-Based Measurement Errors in Tumor Size and Motion L Naumann, R Savjani, M Lauria, B Stiehl, P Boyle, A Santhanam, D Low MEDICAL PHYSICS 49 (6), E806-E806, 2022 | | 2022 |
Anand SanthanamAssociate Professor, University of California, Los AngelesVerified email at mednet.ucla.edu
