Mengran Fan

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 8

Top Topics

Convolutional Neural Networks

Image Sharpening

Expert Knowledge

Top Venues

J. Chem. Inf. Model.

Publications

Huaipan Jiang, Anup Sarma, Mengran Fan, Jihyun Ryoo, Meenakshi Arunachalam, Sharada Naveen, Mahmut T. Kandemir
Morphable Convolutional Neural Network for Biomedical Image Segmentation. DATE (2021)
Sebastian Elmes, Tapabrata Chakraborti, Mengran Fan, Holm H. Uhlig, Jens Rittscher
Automated Annotator: Capturing Expert Knowledge for Free. EMBC (2021)
Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
Microscopic fine-grained instance classification through deep attention. CoRR (2020)
Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
Microscopic Fine-Grained Instance Classification Through Deep Attention. MICCAI (5) (2020)
Huaipan Jiang, Mengran Fan, Jian Wang, Anup Sarma, Shruti Mohanty, Nikolay V. Dokholyan, Mehrdad Mahdavi, Mahmut T. Kandemir
Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks. J. Chem. Inf. Model. 60 (10) (2020)
Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher
Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention. ISBI (2020)
Jihyun Ryoo, Mengran Fan, Xulong Tang, Huaipan Jiang, Meena Arunachalam, Sharada Naveen, Mahmut T. Kandemir
Architecture-Centric Bottleneck Analysis for Deep Neural Network Applications. HiPC (2019)
Mengran Fan, Jens Rittscher
Global probabilistic models for enhancing segmentation with convolutional networks. ISBI (2018)
Mengran Fan, Haipeng Jia, Yunquan Zhang, Xiaojing An, Ting Cao
Optimizing Image Sharpening Algorithm on GPU. ICPP (2015)