{"total":19,"rows":[{"id":"2109.04352","title":"PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery","created":"2021-09-09","cited_by_count":22,"area":null},{"id":"2204.00205","title":"A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements","created":"2022-04-01","cited_by_count":20,"area":null},{"id":"2109.09491","title":"DeepPhysics: a physics aware deep learning framework for real-time simulation","created":"2021-09-17","cited_by_count":6,"area":null},{"id":"2301.04614","title":"Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning","created":"2023-01-11","cited_by_count":6,"area":null},{"id":"2212.01386","title":"Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics","created":"2022-12-01","cited_by_count":5,"area":null},{"id":"2309.03652","title":"Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection","created":"2023-09-07","cited_by_count":5,"area":null},{"id":"2408.02713","title":"A Review on Organ Deformation Modeling Approaches for Reliable Surgical Navigation using Augmented Reality","created":"2024-08-05","cited_by_count":5,"area":null},{"id":"2403.18597","title":"Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements","created":"2024-03-27","cited_by_count":4,"area":null},{"id":"2411.08777","title":"LUDO: Low-Latency Understanding of Deformable Objects using Point Cloud Occupancy Functions","created":"2024-11-13","cited_by_count":4,"area":null},{"id":"2506.08048","title":"Toward Reliable AR-Guided Surgical Navigation: Interactive Deformation Modeling with Data-Driven Biomechanics and Prompts","created":"2025-06-08","cited_by_count":3,"area":null},{"id":"2201.10122","title":"Analytically Integratable Zero-restlength Springs for Capturing Dynamic Modes unrepresented by Quasistatic Neural Networks","created":"2022-01-25","cited_by_count":2,"area":null},{"id":"2102.12505","title":"Kernel-based framework to estimate deformations of pneumothorax lung using relative position of anatomical landmarks","created":"2021-02-24","cited_by_count":1,"area":null},{"id":"2506.08043","title":"Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling","created":"2025-06-06","cited_by_count":1,"area":null},{"id":"2507.05315","title":"Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces","created":"2025-07-07","cited_by_count":1,"area":null},{"id":"2507.20337","title":"PIVOTS: Aligning unseen Structures using Preoperative to Intraoperative Volume-To-Surface Registration for Liver Navigation","created":"2025-07-27","cited_by_count":0,"area":null},{"id":"2602.03785","title":"From Pre- to Intra-operative MRI: Predicting Brain Shift in Temporal Lobe Resection for Epilepsy Surgery","created":"2026-02-03","cited_by_count":0,"area":null},{"id":"2602.10155","title":"Data-driven registration and modeling of brain deformation for image-guided neurosurgery","created":"2026-02-09","cited_by_count":0,"area":null},{"id":"2604.17389","title":"Deep learning based Non-Rigid Volume-to-Surface Registration for Brain Shift compensation Using Point Cloud","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2609.26426","title":"DeepFEAv2: Deep Learning for Transient Finite Element Analysis Beyond Structured Meshes","created":"2026-09-22","cited_by_count":0,"area":null}],"next_cursor":null}