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| Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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| 1 |
Material Type: Article
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Machine learning classification can reduce false positives in structure-based virtual screeningProceedings of the National Academy of Sciences - PNAS, 2020-08, Vol.117 (31), p.18477-18488 [Peer Reviewed Journal]Copyright National Academy of Sciences Aug 4, 2020 ;Copyright © 2020 the Author(s). Published by PNAS. 2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2000585117 ;PMID: 32669436Full text available |
| 2 |
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Prevalence of neural collapse during the terminal phase of deep learning trainingProceedings of the National Academy of Sciences - PNAS, 2020-10, Vol.117 (40), p.24652-24663 [Peer Reviewed Journal]Copyright National Academy of Sciences Oct 6, 2020 ;Copyright © 2020 the Author(s). Published by PNAS. 2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2015509117 ;PMID: 32958680Full text available |
| 3 |
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Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosisProceedings of the National Academy of Sciences - PNAS, 2020-06, Vol.117 (23), p.12592-12594 [Peer Reviewed Journal]Copyright © 2020 the Author(s). Published by PNAS. ;Copyright National Academy of Sciences Jun 9, 2020 ;Copyright © 2020 the Author(s). Published by PNAS. 2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1919012117 ;PMID: 32457147Full text available |
| 4 |
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Accuracy and Efficiency of Deep-Learning–Based Automation of Dual Stain Cytology in Cervical Cancer ScreeningJNCI : Journal of the National Cancer Institute, 2021-01, Vol.113 (1), p.72-79 [Peer Reviewed Journal]The Author(s) 2020. Published by Oxford University Press. 2020 ;The Author(s) 2020. Published by Oxford University Press. ;ISSN: 0027-8874 ;EISSN: 1460-2105 ;DOI: 10.1093/jnci/djaa066 ;PMID: 32584382Full text available |
| 5 |
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Colorectal Cancer Consensus Molecular Subtypes Translated to Preclinical Models Uncover Potentially Targetable Cancer Cell DependenciesClinical cancer research, 2018-02, Vol.24 (4), p.794-806 [Peer Reviewed Journal]2017 American Association for Cancer Research. ;Copyright American Association for Cancer Research Inc Feb 15, 2018 ;ISSN: 1078-0432 ;ISSN: 1557-3265 ;EISSN: 1557-3265 ;DOI: 10.1158/1078-0432.ccr-17-1234 ;PMID: 29242316Full text available |
| 6 |
Material Type: Article
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Learning the molecular grammar of protein condensates from sequence determinants and embeddingsProceedings of the National Academy of Sciences - PNAS, 2021-04, Vol.118 (15), p.1 [Peer Reviewed Journal]Copyright © 2021 the Author(s). Published by PNAS. ;COPYRIGHT 2021 National Academy of Sciences ;Copyright National Academy of Sciences Apr 13, 2021 ;Copyright © 2021 the Author(s). Published by PNAS. 2021 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2019053118 ;PMID: 33827920Full text available |
| 7 |
Material Type: Article
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Blessing of dimensionality: mathematical foundations of the statistical physics of dataPhilosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2018-04, Vol.376 (2118), p.20170237-20170237 [Peer Reviewed Journal]2018 The Author(s) ;2018 The Author(s). ;Copyright The Royal Society Publishing Apr 28, 2018 ;2018 The Author(s) 2018 ;ISSN: 1364-503X ;EISSN: 1471-2962 ;DOI: 10.1098/rsta.2017.0237 ;PMID: 29555807Full text available |
| 8 |
Material Type: Article
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Galaxy Zoo: quantitative visual morphological classifications for 48 000 galaxies from CANDELSMonthly notices of the Royal Astronomical Society, 2017-02, Vol.464, p.4420-4447 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0035-8711 ;EISSN: 1365-2966 ;DOI: 10.1093/mnras/stw2587Digital Resources/Online E-Resources |
| 9 |
Material Type: Article
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Bayesian modeling of human-AI complementarityProceedings of the National Academy of Sciences - PNAS, 2022-03, Vol.119 (11), p.e2111547119-e2111547119 [Peer Reviewed Journal]Copyright National Academy of Sciences Mar 15, 2022 ;Copyright © 2022 the Author(s). Published by PNAS. 2022 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2111547119 ;PMID: 35275788Full text available |
| 10 |
Material Type: Article
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Cone photoreceptor classification in the living human eye from photostimulation-induced phase dynamicsProceedings of the National Academy of Sciences - PNAS, 2019-04, Vol.116 (16), p.7951-7956 [Peer Reviewed Journal]Copyright © 2019 the Author(s). Published by PNAS. ;Copyright National Academy of Sciences Apr 16, 2019 ;Copyright © 2019 the Author(s). Published by PNAS. 2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1816360116 ;PMID: 30944223Full text available |
| 11 |
Material Type: Article
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Wide and deep neural networks achieve consistency for classificationProceedings of the National Academy of Sciences - PNAS, 2023-04, Vol.120 (14), p.e2208779120-e2208779120 [Peer Reviewed Journal]Copyright National Academy of Sciences Apr 4, 2023 ;Copyright © 2023 the Author(s). Published by PNAS. 2023 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2208779120 ;PMID: 36996114Full text available |
| 12 |
Material Type: Article
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Neural Classifiers with Limited Connectivity and Recurrent ReadoutsThe Journal of neuroscience, 2018-11, Vol.38 (46), p.9900-9924 [Peer Reviewed Journal]Copyright © 2018 the authors 0270-6474/18/389900-25$15.00/0. ;Copyright Society for Neuroscience Nov 14, 2018 ;Copyright © 2018 the authors 0270-6474/18/389900-25$15.00/0 2018 ;ISSN: 0270-6474 ;EISSN: 1529-2401 ;DOI: 10.1523/JNEUROSCI.3506-17.2018 ;PMID: 30249794Full text available |
| 13 |
Material Type: Article
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S-464 Automated Occupational Encoding to the Canadian National Occupation Classification using an Ensemble Classifier from TF-IDF and Doc2Vec EmbeddingsOccupational and environmental medicine (London, England), 2021-10, Vol.78 (Suppl 1), p.A161-A161 [Peer Reviewed Journal]Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ. ;2021 Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ. ;ISSN: 1351-0711 ;EISSN: 1470-7926 ;DOI: 10.1136/OEM-2021-EPI.442Full text available |
| 14 |
Material Type: Article
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Small RNA Sequencing Identifies a Six-MicroRNA Signature Enabling Classification of Brain Metastases According to their OriginCancer genomics & proteomics, 2023-01, Vol.20 (1), p.18-29 [Peer Reviewed Journal]Copyright International Institute of Anticancer Research Jan/Feb 2023 ;Copyright 2023, International Institute of Anticancer Research 2023 ;ISSN: 1109-6535 ;EISSN: 1790-6245 ;DOI: 10.21873/cgp.20361 ;PMID: 36581345Full text available |
| 15 |
Material Type: Article
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The Fermi-Dirac distribution provides a calibrated probabilistic output for binary classifiersProceedings of the National Academy of Sciences - PNAS, 2021-08, Vol.118 (34), p.1 [Peer Reviewed Journal]Copyright © 2021 the Author(s). Published by PNAS. ;Copyright National Academy of Sciences Aug 24, 2021 ;Copyright © 2021 the Author(s). Published by PNAS. 2021 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2100761118 ;PMID: 34413191Full text available |
| 16 |
Material Type: Article
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Practical and Robust Identification of Molecular Subtypes in Colorectal Cancer by ImmunohistochemistryClinical cancer research, 2017-01, Vol.23 (2), p.387-398 [Peer Reviewed Journal]2016 American Association for Cancer Research. ;Copyright American Association for Cancer Research Inc Jan 15, 2017 ;ISSN: 1078-0432 ;EISSN: 1557-3265 ;DOI: 10.1158/1078-0432.ccr-16-0680 ;PMID: 27459899Full text available |
| 17 |
Material Type: Article
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The default-mode network represents aesthetic appeal that generalizes across visual domainsProceedings of the National Academy of Sciences - PNAS, 2019-09, Vol.116 (38), p.19155-19164 [Peer Reviewed Journal]Copyright National Academy of Sciences Sep 17, 2019 ;2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1902650116 ;PMID: 31484756Full text available |
| 18 |
Material Type: Article
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Clinical Decision Support for Axillary Lymph Node Staging in Newly Diagnosed Breast Cancer Patients Based on 18F-FDG PET/MRI and Machine LearningThe Journal of nuclear medicine (1978), 2023-02, Vol.64 (2), p.304-311 [Peer Reviewed Journal]Copyright Society of Nuclear Medicine Feb 1, 2023 ;2023 by the Society of Nuclear Medicine and Molecular Imaging. 2023 ;ISSN: 0161-5505 ;EISSN: 1535-5667 ;DOI: 10.2967/jnumed.122.264138 ;PMID: 36137756Full text available |
| 19 |
Material Type: Article
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Temperature dependence of parasitoid infection and abundance of a diatom revealed by automated imaging and classificationProceedings of the National Academy of Sciences - PNAS, 2023-07, Vol.120 (28), p.e2303356120-e2303356120 [Peer Reviewed Journal]Copyright National Academy of Sciences Jul 11, 2023 ;Copyright © 2023 the Author(s). Published by PNAS. 2023 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2303356120 ;PMID: 37399413Full text available |
| 20 |
Material Type: Article
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Common Neural Mechanisms Control Attention and Working MemoryThe Journal of neuroscience, 2022-09, Vol.42 (37), p.7110-7120 [Peer Reviewed Journal]Copyright © 2022 the authors. ;Copyright Society for Neuroscience Sep 14, 2022 ;Copyright © 2022 the authors 2022 ;ISSN: 0270-6474 ;EISSN: 1529-2401 ;DOI: 10.1523/JNEUROSCI.0443-22.2022 ;PMID: 35927036Full text available |
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