Mengran Fan

According to our database, Mengran Fan authored at least 9 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Accurate Subtyping of Lung Cancers by Modelling Class Dependencies.

George Batchkala, Bin Li, Mengran Fan, Mark McCole, Cecilia Brambilla, Fergus Gleeson, Jens Rittscher

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2021

Automated Annotator: Capturing Expert Knowledge for Free.

Sebastian Elmes, Tapabrata Chakraborti, Mengran Fan, Holm H. Uhlig, Jens Rittscher

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Morphable Convolutional Neural Network for Biomedical Image Segmentation.

Huaipan Jiang, Anup Sarma, Mengran Fan, Jihyun Ryoo, Meenakshi Arunachalam, Sharada Naveen, Mahmut T. Kandemir

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks.

Huaipan Jiang, Mengran Fan, Jian Wang, Anup Sarma, Shruti Mohanty, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir

J. Chem. Inf. Model., 2020

Microscopic Fine-Grained Instance Classification Through Deep Attention.

Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention.

Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Architecture-Centric Bottleneck Analysis for Deep Neural Network Applications.

Jihyun Ryoo, Mengran Fan, Xulong Tang, Huaipan Jiang, Meena Arunachalam, Sharada Naveen, Mahmut T. Kandemir

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

2018

Global probabilistic models for enhancing segmentation with convolutional networks.

Mengran Fan, Jens Rittscher

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2015

Optimizing Image Sharpening Algorithm on GPU.

Mengran Fan, Haipeng Jia, Yunquan Zhang, Xiaojing An, Ting Cao

Proceedings of the 44th International Conference on Parallel Processing, 2015