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Journal Articles
- 2020
[j1]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): 4594-4602 (2020)
Conference and Workshop Papers
- 2024
- [c8]George Batchkala, Bin Li, Mengran Fan, Mark McCole, Cecilia Brambilla, Fergus Gleeson, Jens Rittscher:
Accurate Subtyping of Lung Cancers by Modelling Class Dependencies. ISBI 2024: 1-5 - 2021
- [c7]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: 1522-1525 - [c6]Sebastian Elmes, Tapabrata Chakraborti, Mengran Fan, Holm H. Uhlig, Jens Rittscher:
Automated Annotator: Capturing Expert Knowledge for Free. EMBC 2021: 2664-2667 - 2020
- [c5]Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher:
Fine-Grained Multi-Instance Classification in Microscopy Through Deep Attention. ISBI 2020: 169-173 - [c4]Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher:
Microscopic Fine-Grained Instance Classification Through Deep Attention. MICCAI (5) 2020: 490-499 - 2019
- [c3]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: 205-214 - 2018
- [c2]Mengran Fan, Jens Rittscher:
Global probabilistic models for enhancing segmentation with convolutional networks. ISBI 2018: 1234-1238 - 2015
- [c1]Mengran Fan, Haipeng Jia, Yunquan Zhang, Xiaojing An, Ting Cao:
Optimizing Image Sharpening Algorithm on GPU. ICPP 2015: 230-239
Informal and Other Publications
- 2020
- [i1]Mengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher:
Microscopic fine-grained instance classification through deep attention. CoRR abs/2010.02818 (2020)
Coauthor Index
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