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JunMa11 authored Oct 5, 2020
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| Vision-Based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity | Mandy Lu | [LNCS](https://doi.org/10.1007/978-3-030-59716-0_61) | [Code](https://github.com/mlu355/PD-Motor-Severity-Estimation) |
| Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recognized Surgical Gestures and Skill Levels | Tianyu Wang | [LNCS](https://doi.org/10.1007/978-3-030-59716-0_64) | [Code](https://github.com/gunnerwang/MTL-VF-and-IMTL-AGF) |
| Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video | Zixu Zhao | [LNCS](https://doi.org/10.1007/978-3-030-59716-0_65) | [Code](https://github.com/zxzhaoeric/Semi-InstruSeg) |
| Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance | Dominik Rivoir | [LNCS](https://doi.org/10.1007/978-3-030-59716-0_72) | [Code](https://www.gitlab.com/nct tso public/ins_ant) |
| Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance | Dominik Rivoir | [LNCS](https://doi.org/10.1007/978-3-030-59716-0_72) | [Code](https://www.gitlab.com/nct_tso_public/ins_ant) |


## [Part IV, LNCS Volume 12264: Segmentation and Shape Analysis](https://link.springer.com/book/10.1007/978-3-030-59719-1)
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| Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks | Hristina Uzunova | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_49) | [Code](https://github.com/hristina-uzunova/TumorMassEffect) |
| AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes | Jiancheng Yang | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_55) | [Code](https://github.<br/>com/M3DV/AlignShift) |
| Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI | Francesco La Rosa | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_57) | [Code](https://github.com/Medical-Image-Analysis-Laboratory) |
| Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection | Qingsong Yao | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_67) | [Code](https://github.com/qsyao/attack landmark detection) |
| Non-Rigid Volume to Surface Registration Using a Data-Driven Biomechanical Model | Micha Pfeiffer | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_70) | [Code](https://gitlab.com/nct tso public/Volume2SurfaceCNN) |
| Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection | Qingsong Yao | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_67) | [Code](https://github.com/qsyao/attack_landmark_detection) |
| Non-Rigid Volume to Surface Registration Using a Data-Driven Biomechanical Model | Micha Pfeiffer | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_70) | [Code](https://gitlab.com/nct_tso_public/Volume2SurfaceCNN) |
| A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data | Matthias Wilms | [LNCS](https://doi.org/10.1007/978-3-030-59719-1_74) | [Code](https://github.com/wilmsm/localizedssm) |


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