mean-pooling - PMC

Ferran Gonzalez Hernandez, Simon J Carter, Juha Iso-Sipilä, Paul Goldsmith, Ahmed A. Almousa, Silke Gastine, Watjana Lilaonitkul, Frank Kloprogge, Joseph F Standing

Version 1. Wellcome Open Res. 2021; 6: 88. Published online 2021 Apr 21. doi: 10.12688/wellcomeopenres.16718.1

PMCID:: PMC8343403

Abstract Article PDF–2.4M

Select item 112581396.

DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning

Guole Liu, Tongxin Niu, Mengxuan Qiu, Yun Zhu, Fei Sun, Ge Yang

Nat Commun. 2024; 15: 2090. Published online 2024 Mar 7. doi: 10.1038/s41467-024-46041-0

PMCID:: PMC11258139

Abstract Article PDF–7.6M

Select item 109915187.

Genomic language model predicts protein co-regulation and function

Yunha Hwang, Andre L. Cornman, Elizabeth H. Kellogg, Sergey Ovchinnikov, Peter R. Girguis

Nat Commun. 2024; 15: 2880. Published online 2024 Apr 3. doi: 10.1038/s41467-024-46947-9

PMCID:: PMC10991518

Abstract Article PDF–3.4M

Select item 80406728.

Computer-Aided Diagnosis of Congenital Abnormalities of the Kidney and Urinary Tract in Children Using a Multi-Instance Deep Learning Method Based on Ultrasound Imaging Data

Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan

Proc IEEE Int Symp Biomed Imaging. Author manuscript; available in PMC 2021 Apr 12.

Published in final edited form as: Proc IEEE Int Symp Biomed Imaging. 2020 Apr; 2020: 1347–1350. Published online 2020 May 22. doi: 10.1109/isbi45749.2020.9098506

PMCID:: PMC8040672

Abstract Article PDF–846K

Select item 95311879.

Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks

Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Pingjun Chen, Yun Liang, Zhiyong Lu, Zhenhua Guo

IEEE Trans Image Process. Author manuscript; available in PMC 2022 Oct 4.

Published in final edited form as: IEEE Trans Image Process. 2021; 30: 1662–1675. Published online 2021 Jan 11. doi: 10.1109/TIP.2020.3046875

PMCID:: PMC9531187

Abstract Article PDF–1.7M

Select item 689459010.

Fully automated image-based estimation of postural point-features in children with cerebral palsy using deep learning

Ryan Cunningham, María B. Sánchez, Penelope B. Butler, Matthew J. Southgate, Ian D. Loram

R Soc Open Sci. 2019 Nov; 6(11): 191011. Published online 2019 Nov 6. doi: 10.1098/rsos.191011

PMCID:: PMC6894590

Abstract Article PDF–1.3M

Select item 1038279411.

Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images

Ziyu Su, Thomas E. Tavolara, Gabriel Carreno-Galeano, Sang Jin Lee, Metin N. Gurcan, M.K.K. Niazi

Med Image Anal. Author manuscript; available in PMC 2023 Jul 29.

Published in final edited form as: Med Image Anal. 2022 Jul; 79: 102462. Published online 2022 Apr 17. doi: 10.1016/j.media.2022.102462

PMCID:: PMC10382794

Abstract Article PDF–1.5M

Select item 783778212.

Sonar Objective Detection Based on Dilated Separable Densely Connected CNNs and Quantum-Behaved PSO Algorithm

Zhen Wang, Buhong Wang, Jianxin Guo, Shanwen Zhang

Comput Intell Neurosci. 2021; 2021: 6235319. Published online 2021 Jan 18. doi: 10.1155/2021/6235319

PMCID:: PMC7837782

Abstract Article PDF–4.2M

Select item 1016299613.

Systematic comparison of multi-omics survival models reveals a widespread lack of noise resistance

David Wissel, Daniel Rowson, Valentina Boeva

Cell Rep Methods. 2023 Apr 24; 3(4): 100461. Published online 2023 Apr 24. doi: 10.1016/j.crmeth.2023.100461

PMCID:: PMC10162996

Abstract Article PDF–3.1M

Select item 980802014.

Differentiation of pancreatic ductal adenocarcinoma and chronic pancreatitis using graph neural networks on histopathology and collagen fiber features

Bin Li, Michael S. Nelson, Omid Savari, Agnes G. Loeffler, Kevin W. Eliceiri

J Pathol Inform. 2022; 13: 100158. Published online 2022 Nov 19. doi: 10.1016/j.jpi.2022.100158

PMCID:: PMC9808020

Abstract Article PDF–4.9M

Select item 886569615.

Machine learning modeling of family wide enzyme-substrate specificity screens

Samuel Goldman, Ria Das, Kevin K. Yang, Connor W. Coley

PLoS Comput Biol. 2022 Feb; 18(2): e1009853. Published online 2022 Feb 10. doi: 10.1371/journal.pcbi.1009853

PMCID:: PMC8865696

Abstract Article PDF–1.6M

Select item 1005361516.

Parameterizable Design on Convolutional Neural Networks Using Chisel Hardware Construction Language

Mukesh Chowdary Madineni, Mario Vega, Xiaokun Yang

Micromachines (Basel) 2023 Mar; 14(3): 531. Published online 2023 Feb 24. doi: 10.3390/mi14030531

PMCID:: PMC10053615

Abstract Article PDF–944K

Select item 1011743917.

Discriminative analysis of schizophrenia patients using graph convolutional networks: A combined multimodal MRI and connectomics analysis

Xiaoyi Chen, Pengfei Ke, Yuanyuan Huang, Jing Zhou, Hehua Li, Runlin Peng, Jiayuan Huang, Liqin Liang, Guolin Ma, Xiaobo Li, Yuping Ning, Fengchun Wu, Kai Wu

Front Neurosci. 2023; 17: 1140801. Published online 2023 Mar 30. doi: 10.3389/fnins.2023.1140801

Correction in:: Front Neurosci. 2023; 17: 1228322.

PMCID:: PMC10117439

Abstract Article PDF–1.9M

Select item 1068699418.

Modelling local and general quantum mechanical properties with attention-based pooling

David Buterez, Jon Paul Janet, Steven J. Kiddle, Dino Oglic, Pietro Liò

Commun Chem. 2023; 6: 262. Published online 2023 Nov 29. doi: 10.1038/s42004-023-01045-7

PMCID:: PMC10686994

Abstract Article PDF–709K

Select item 665768919.

Recurrent Neural Networks for Classifying Relations in Clinical Notes

Yuan Luo

J Biomed Inform. Author manuscript; available in PMC 2019 Jul 25.

Published in final edited form as: J Biomed Inform. 2017 Aug; 72: 85–95. Published online 2017 Jul 8. doi: 10.1016/j.jbi.2017.07.006

PMCID:: PMC6657689

Abstract Article PDF–632K

Select item 538422920.

Sensitive detection of rare disease-associated cell subsets via representation learning

Eirini Arvaniti, Manfred Claassen

Nat Commun. 2017; 8: 14825. Published online 2017 Apr 6. doi: 10.1038/ncomms14825

PMCID:: PMC5384229

Abstract Article PDF–2.1M

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mean-pooling (778)
PMC
unnamed protein product, partial [Homo sapiens]
unnamed protein product, partial [Homo sapiens]
gi|22761330|dbj|BAC11544.1|

Protein
Mus musculus adult male testis cDNA, RIKEN full-length enriched library, clone:4...
Mus musculus adult male testis cDNA, RIKEN full-length enriched library, clone:4921539K22 product:hypothetical F-box domain containing protein, full insert sequence
gi|26325521|dbj|AK029566.1|

Nucleotide
Puccinia graminis f. sp. tritici CRL 75-36-700-3 supercont2.159 genomic scaffold...
Puccinia graminis f. sp. tritici CRL 75-36-700-3 supercont2.159 genomic scaffold, whole genome shotgun sequence
gi|124000761|gb|DS178420.1||gnl|WGS |supercont2.159

Nucleotide
CBSU8405.fwd NICHD_XGC_tropLimb_m Xenopus tropicalis cDNA clone IMAGE:8870320 5'...
CBSU8405.fwd NICHD_XGC_tropLimb_m Xenopus tropicalis cDNA clone IMAGE:8870320 5', mRNA sequence
gi|126596558|gnl|dbEST|45106238|gb| 879.1|

Nucleotide

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