The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions

no code implementations • 10 Aug 2023 • Jun Ma, Ronald Xie, Shamini Ayyadhury, Cheng Ge, Anubha Gupta, Ritu Gupta, Song Gu, Yao Zhang, Gihun Lee, Joonkee Kim, Wei Lou, Haofeng Li, Eric Upschulte, Timo Dickscheid, José Guilherme de Almeida, Yixin Wang, Lin Han, Xin Yang, Marco Labagnara, Vojislav Gligorovski, Maxime Scheder, Sahand Jamal Rahi, Carly Kempster, Alice Pollitt, Leon Espinosa, Tâm Mignot, Jan Moritz Middeke, Jan-Niklas Eckardt, Wangkai Li, Zhaoyang Li, Xiaochen Cai, Bizhe Bai, Noah F. Greenwald, David Van Valen, Erin Weisbart, Beth A. Cimini, Trevor Cheung, Oscar Brück, Gary D. Bader, Bo wang

This benchmark and the improved algorithm offer promising avenues for more accurate and versatile cell analysis in microscopy imaging.

Cell Segmentation Segmentation

Segment Anything in Medical Images

3 code implementations • 24 Apr 2023 • Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo wang

Medical image segmentation is a critical component in clinical practice, facilitating accurate diagnosis, treatment planning, and disease monitoring.

Image Segmentation Medical Image Segmentation +2

EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle

1 code implementation • 17 Oct 2022 • Yuying Hao, Yi Liu, Yizhou Chen, Lin Han, Juncai Peng, Shiyu Tang, Guowei Chen, Zewu Wu, Zeyu Chen, Baohua Lai

In recent years, the rapid development of deep learning has brought great advancements to image and video segmentation methods based on neural networks.

Image Segmentation Interactive Segmentation +4

Extremal Dependence in Australian Electricity Markets

no code implementations • 21 Feb 2022 • Lin Han, Ivor Cribben, Stefan Trueck

With both 5-minute and 30-minute price data, we find that extreme prices are more persistent in the market with a higher share of intermittent renewable energy.

EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow

3 code implementations • 20 Sep 2021 • Yuying Hao, Yi Liu, Zewu Wu, Lin Han, Yizhou Chen, Guowei Chen, Lutao Chu, Shiyu Tang, Zhiliang Yu, Zeyu Chen, Baohua Lai

In addition, with the proposed method, we develop an efficient interactive segmentation tool for practical data annotation tasks.

Image Segmentation Interactive Segmentation +2