Segmentation of Infrared Breast Images Using MultiResUnet Neural Networks. - Ange Lou; Shuyue Guan; Nada Kamona; Murray H. Loew (AIPR, 2019)

DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation. - Ange Lou; Shuyue Guan; Murray H. Loew (CoRR, 2020)

Segmentation of Infrared Breast Images Using MultiResUnet Neural Network. - Ange Lou; Shuyue Guan; Nada Kamona; Murray H. Loew (CoRR, 2020)

CFPNET: Channel-Wise Feature Pyramid For Real-Time Semantic Segmentation. - Ange Lou; Murray H. Loew (ICIP, 2021)

DC-UNet: rethinking the U-Net architecture with dual channel efficient CNN for medical image segmentation. - Ange Lou; Shuyue Guan; Murray H. Loew (Image Processing, 2021)

CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects. - Ange Lou; Shuyue Guan; Murray H. Loew (CoRR, 2021)

CaraNet: context axial reverse attention network for segmentation of small medical objects. - Ange Lou; Shuyue Guan; Hanseok Ko; Murray H. Loew (Image Processing, 2022)

Min-Max Similarity: A Contrastive Learning Based Semi-Supervised Learning Network for Surgical Tools Segmentation. - Ange Lou; Xing Yao; Ziteng Liu; Jack H. Noble (CoRR, 2022)

Super-Resolution Segmentation Network for Inner-Ear Tissue Segmentation. - Ziteng Liu; Yubo Fan; Ange Lou; Jack H. Noble (SASHIMI@MICCAI, 2023)

Self-supervised surgical instrument 3D reconstruction from a single camera image. - Ange Lou; Xing Yao; Ziteng Liu; Jintong Han; Jack H. Noble (Image-Guided Procedures, 2023)

Novel application of the attention mechanism on medical image harmonization. - Xing Yao; Ange Lou; Hao Li; Dewei Hu; Daiwei Lu; Han Liu; Jiacheng Wang 007; Zachary A. Stoebner; Hans J. Johnson; Jeffrey D. Long; Jane S. Paulsen; Ipek Oguz (Image Processing, 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

False Negative/Positive Control for SAM on Noisy Medical Images. - Xing Yao; Han Liu; Dewei Hu; Daiwei Lu; Ange Lou; Hao Li; Ruining Deng; Gabriel Arenas; Baris U. Oguz; Nadav Schwartz; Brett C. Byram; Ipek Oguz (CoRR, 2023)

SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF). - Ange Lou; Yamin Li; Xing Yao; Yike Zhang 001; Jack H. Noble (CoRR, 2023)

WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters. - Ange Lou; Jack H. Noble (CoRR, 2023)

Leveraging sinusoidal representation networks to predict fMRI signals from EEG. - Yamin Li; Ange Lou; Catie Chang (CoRR, 2023)

CFPNet-M: A light-weight encoder-decoder based network for multimodal biomedical image real-time segmentation. - Ange Lou; Shuyue Guan; Murray H. Loew (Comput. Biol. Medicine, 2023)

Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation. - Ange Lou; Kareem O. Tawfik; Xing Yao; Ziteng Liu; Jack H. Noble (IEEE Trans. Medical Imaging, 2023)

DaReNeRF: Direction-aware Representation for Dynamic Scenes. - Ange Lou; Benjamin Planche; Zhongpai Gao; Yamin Li; Tianyu Luan; Hao Ding; Terrence Chen; Jack H. Noble; Ziyan Wu 001 (CVPR, 2024)

Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images. - Tianyu Luan; Zhongpai Gao; Luyuan Xie; Abhishek Sharma; Hao Ding; Benjamin Planche; Meng Zheng 002; Ange Lou; Terrence Chen; Junsong Yuan 001; Ziyan Wu 001 (ECCV (24), 2024)

NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping. - Yamin Li; Ange Lou; Ziyuan Xu; Shengchao Zhang; Shiyu Wang; Dario J. Englot; Soheil Kolouri; Daniel Moyer; Roza G. Bayrak; Catie Chang (NeurIPS, 2024)

Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery. - Yike Zhang 001; Eduardo Davalos; Dingjie Su; Ange Lou; Jack H. Noble (CoRR, 2024)

Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2. - Ange Lou; Yamin Li; Yike Zhang 001; Robert F. Labadie; Jack H. Noble (CoRR, 2024)

Surgical Depth Anything: Depth Estimation for Surgical Scenes using Foundation Models. - Ange Lou; Yamin Li; Yike Zhang 001; Jack H. Noble (CoRR, 2024)

DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction. - Ange Lou; Benjamin Planche; Zhongpai Gao; Yamin Li; Tianyu Luan; Hao Ding; Meng Zheng 002; Terrence Chen; Ziyan Wu 001; Jack H. Noble (CoRR, 2024)

SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision. - Xing Yao; Runxuan Yu; Dewei Hu; Hao Yang; Ange Lou; Jiacheng Wang 007; Daiwei Lu; Gabriel Arenas; Baris U. Oguz; Alison M. Pouch; Nadav Schwartz; Brett C. Byram; et al. (CoRR, 2024)

Neural Finite-State Machines for Surgical Phase Recognition. - Hao Ding; Zhongpai Gao; Benjamin Planche; Tianyu Luan; Abhishek Sharma; Meng Zheng 002; Ange Lou; Terrence Chen; Mathias Unberath; Ziyan Wu 001 (CoRR, 2024)

SynStitch: A Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision. - Xing Yao; Runxuan Yu; Dewei Hu; Hao Yang; Ange Lou; Jiacheng Wang; Daiwei Lu; Gabriel Arenas; Baris U. Oguz; Alison M. Pouch; Nadav Schwartz; Brett C. Byram; et al. (ISBI, 2025)

Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control. - Alireza Rezazadeh; Zichao Li; Ange Lou; Yuying Zhao; Wei Wei 019; Yujia Bao (CoRR, 2025)