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| Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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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 |
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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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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 |
| 5 |
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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 |
| 6 |
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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 |
| 7 |
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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 |
| 8 |
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 |
| 9 |
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 |
| 10 |
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 |
| 11 |
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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 |
| 12 |
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 |
| 13 |
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 |
| 14 |
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 |
| 15 |
Material Type: Article
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Preoperative metabolic classification of thyroid nodules using mass spectrometry imaging of fine-needle aspiration biopsiesProceedings of the National Academy of Sciences - PNAS, 2019-10, Vol.116 (43), p.21401-21408 [Peer Reviewed Journal]Copyright National Academy of Sciences Oct 22, 2019 ;2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1911333116 ;PMID: 31591199Full text available |
| 16 |
Material Type: Article
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Benchmarking Bioinformatic Tools for Amplicon-Based Sequencing of NorovirusApplied and environmental microbiology, 2023-01, Vol.89 (1), p.e0152222-e0152222 [Peer Reviewed Journal]Crown copyright 2023. ;Copyright American Society for Microbiology Jan 2023 ;Crown copyright 2023. 2023 Crown ;ISSN: 0099-2240 ;EISSN: 1098-5336 ;DOI: 10.1128/aem.01522-22 ;PMID: 36541780Full text available |
| 17 |
Material Type: Article
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The length scale of multivalent interactions is evolutionarily conserved in fungal and vertebrate phase-separating proteinsGenetics (Austin), 2022-01, Vol.220 (1) [Peer Reviewed Journal]The Author(s) 2021. Published by Oxford University Press on behalf of Genetics Society of America. All rights reserved. For permissions, please email: journals.permissions@oup.com 2021 ;The Author(s) 2021. Published by Oxford University Press on behalf of Genetics Society of America. All rights reserved. For permissions, please email: journals.permissions@oup.com. ;The Author(s) 2021. Published by Oxford University Press on behalf of Genetics Society of America. All rights reserved. For permissions, please email: journals.permissions@oup.com ;ISSN: 1943-2631 ;ISSN: 0016-6731 ;EISSN: 1943-2631 ;DOI: 10.1093/genetics/iyab184 ;PMID: 34791214Full text available |
| 18 |
Material Type: Article
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Differentiation of Enhancing Glioma and Primary Central Nervous System Lymphoma by Texture-Based Machine LearningAmerican journal of neuroradiology : AJNR, 2017-06, Vol.38 (6), p.1145-1150 [Peer Reviewed Journal]2017 by American Journal of Neuroradiology. ;Copyright American Society of Neuroradiology Jun 2017 ;2017 by American Journal of Neuroradiology 2017 American Journal of Neuroradiology ;ISSN: 0195-6108 ;EISSN: 1936-959X ;DOI: 10.3174/ajnr.a5173 ;PMID: 28450433Full text available |
| 19 |
Material Type: Article
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Multivariate Analysis of Electrophysiological Signals Reveals the Temporal Properties of Visuomotor Computations for Precision GripsThe Journal of neuroscience, 2019-11, Vol.39 (48), p.9585-9597 [Peer Reviewed Journal]Copyright © 2019 the authors. ;Copyright Society for Neuroscience Nov 27, 2019 ;Copyright © 2019 the authors 2019 ;ISSN: 0270-6474 ;EISSN: 1529-2401 ;DOI: 10.1523/JNEUROSCI.0914-19.2019 ;PMID: 31628180Full text available |
| 20 |
Material Type: Article
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Validating the Use of Bovine Buccal Sampling as a Proxy for the Rumen Microbiota by Using a Time Course and Random Forest Classification ApproachApplied and environmental microbiology, 2020-08, Vol.86 (17) [Peer Reviewed Journal]Copyright American Society for Microbiology Sep 2020 ;ISSN: 0099-2240 ;EISSN: 1098-5336 ;DOI: 10.1128/AEM.00861-20 ;PMID: 32591382Full text available |
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