MixNet: Multi-modality Mix Network for Brain Segmentation. - Long Chen 014; Dorit Merhof (BrainLes@MICCAI (1), 2018)

Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples. - Long Chen 014; Martin Strauch; Matthias Daub; Marcus Jansen; Hans-Georg Luigs; Dorit Merhof (EMBC, 2019)

Instance Segmentation of Biomedical Images with an Object-Aware Embedding Learned with Local Constraints. - Long Chen 014; Martin Strauch; Dorit Merhof (MICCAI (1), 2019)

Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation. - Yuli Wu 001; Long Chen 014; Dorit Merhof (ECCV Workshops (6), 2020)

A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images. - Long Chen 014; Martin Strauch; Matthias Daub; Xiaochen Jiang; Marcus Jansen; Hans-Georg Luigs; Susanne Schultz-Kuhlmann; Stefan Krüssel; Dorit Merhof (ISBI, 2020)

Semi-supervised Instance Segmentation with a Learned Shape Prior. - Long Chen 014; Weiwen Zhang; Yuli Wu 001; Martin Strauch; Dorit Merhof (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images. - Long Chen 014; Martin Strauch; Matthias Daub; Xiaochen Jiang; Marcus Jansen; Hans-Georg Luigs; Susanne Schultz-Kuhlmann; Stefan Krüssel; Dorit Merhof (CoRR, 2020)

High-throughput Phenotyping of Nematode Cysts. - Long Chen 014; Matthias Daub; Hans-Georg Luigs; Marcus Jansen; Martin Strauch; Dorit Merhof (CoRR, 2021)

Instance Segmentation of Dense and Overlapping Objects via Layering. - Long Chen 014; Yuli Wu 001; Dorit Merhof (BMVC, 2022)

Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation*. - Long Chen 014; Martin Strauch; Matthias Daub; Hans-Georg Luigs; Marcus Jansen; Dorit Merhof (EMBC, 2022)

SortedAP: Rethinking evaluation metrics for instance segmentation. - Long Chen 014; Yuli Wu 001; Johannes Stegmaier; Dorit Merhof (ICCV (Workshops), 2023)

Learning Instance-Discriminative Pixel Embeddings Using Pixel Triplets. - Long Chen 014; Dorit Merhof (MLMI@MICCAI (1), 2024)