Intelligent fault diagnosis of rotating machinery based on continuous wavelet transform-local binary convolutional neural network. - Yiwei Cheng; Manxi Lin; Jun Wu 012; Haiping Zhu; Xinyu Shao (Knowl. Based Syst., 2021)

DiffConv: Analyzing Irregular Point Clouds with an Irregular View. - Manxi Lin; Aasa Feragen (ECCV (3), 2022)

DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation. - Manxi Lin; Zahra Bashir; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen; Aasa Feragen (CoRR, 2022)

I saw, I conceived, I concluded: Progressive Concepts as Bottlenecks. - Manxi Lin; Aasa Feragen; Zahra Bashir; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen (CoRR, 2022)

DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation. - Manxi Lin; Kilian Zepf; Anders Nymark Christensen; Zahra Bashir; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard; Aasa Feragen (IPMI, 2023)

Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction. - Paraskevas Pegios; Emilie Pi Fogtmann Sejer; Manxi Lin; Zahra Bashir; Morten Bo Søndergaard Svendsen; Mads Nielsen; Eike Petersen; Anders Nymark Christensen; Martin Grønnebæk Tolsgaard; Aasa Feragen (ASMUS@MICCAI, 2023)

An Automatic Guidance and Quality Assessment System for Doppler Imaging of Umbilical Artery. - Chun Kit Wong; Manxi Lin; Alberto Raheli; Zahra Bashir; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard; Aasa Feragen; Anders Nymark Christensen (ASMUS@MICCAI, 2023)

Removing confounding information from fetal ultrasound images. - Kamil Wojciech Mikolaj; Manxi Lin; Zahra Bashir; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen; Aasa Feragen (CoRR, 2023)

Learning Semantic Image Quality for Fetal Ultrasound from Noisy Ranking Annotation. - Manxi Lin; Jakob Ambsdorf; Emilie Pi Fogtmann Sejer; Zahra Bashir; Chun Kit Wong; Paraskevas Pegios; Alberto Raheli; Morten Bo Søndergaard Svendsen; Mads Nielsen; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen; Aasa Feragen (ISBI, 2024)

Tri-Modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms. - Diandian Guo; Manxi Lin; Jialun Pei; He Tang; Yueming Jin; Pheng-Ann Heng (MICCAI (6), 2024)

Shortcut Learning in Medical Image Segmentation. - Manxi Lin; Nina Weng; Kamil Wojciech Mikolaj; Zahra Bashir; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen; Aasa Feragen (MICCAI (8), 2024)

Unsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models. - Markus Ditlev Sjøgren Olsen; Jakob Ambsdorf; Manxi Lin; Caroline Taksøe-Vester; Morten Bo Søndergaard Svendsen; Anders Nymark Christensen; Mads Nielsen; Martin Grønnebæk Tolsgaard; Aasa Feragen; Paraskevas Pegios (ASMUS@MICCAI, 2024)

Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring. - Tiantian Zhang; Manxi Lin; Hongda Guo; Xiaofan Zhang 002; Ka Fung Peter Chiu; Aasa Feragen; Qi Dou 001 (MICCAI (5), 2024)

S^2Former-OR: Single-Stage Bimodal Transformer for Scene Graph Generation in OR. - Jialun Pei; Diandian Guo; Jingyang Zhang; Manxi Lin; Yueming Jin; Pheng-Ann Heng (CoRR, 2024)

Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment. - Paraskevas Pegios; Manxi Lin; Nina Weng; Morten Bo Søndergaard Svendsen; Zahra Bashir; Siavash Arjomand Bigdeli; Anders Nymark Christensen; Martin Grønnebæk Tolsgaard; Aasa Feragen (CoRR, 2024)

Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound. - Chun Kit Wong; Mary Ngo; Manxi Lin; Zahra Bashir; Amihai Heen; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard; Anders Nymark Christensen; Aasa Feragen (CoRR, 2024)

Predicting abnormal fetal growth using deep learning. - Kamil Wojciech Mikolaj; Anders Nymark Christensen; Caroline Taksøe-Vester; Aasa Feragen; Olav Bjørn Petersen; Manxi Lin; Mads Nielsen; Morten Bo Søndergaard Svendsen; Martin Grønnebæk Tolsgaard (npj Digit. Medicine, 2025)

S²Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR. - Jialun Pei; Diandian Guo; Jingyang Zhang; Manxi Lin; Yueming Jin; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2025)

U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding. - Anjie Le; Henan Liu; Yue Wang; Zhenyu Liu; Rongkun Zhu; Taohan Weng; Jinze Yu; Boyang Wang; Yalun Wu; Kaiwen Yan; Quanlin Sun; Meirui Jiang; et al. (CoRR, 2025)