Research graph
References from GENESIS-SHIELD: an interpretable ensemble for anomaly detection in CRISPR genomic-workflow security. Local targets link to admitted publications; unresolved targets remain external evidence.
Risk assessment framework for crispr gene therapy trials
2021 · External reference
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective
10.1186/s12911-020-01332-6 · 2020 · External reference
To explain or not to explain? Artificial intelligence explainability in clinical decision support systems
10.1371/journal.pdig.0000016 · 2022 · External reference
Search-and-replace genome editing without double-strand breaks or donor DNA
10.1038/s41586-019-1711-4 · 2019 · External reference
Space/time trade-offs in hash coding with allowable errors
10.1145/362686.362692 · 1970 · External reference
“LOF: identifying density-based local outliers,”
10.1145/342009.335388 · 2000 · External reference
CRISPR ethics: moral considerations for applications of a powerful tool
10.1016/j.jmb.2018.05.044 · 2019 · External reference
Ethical governance of CRISPR gene-editing: a policy review
2020 · External reference
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
10.1007/s10618-015-0444-8 · 2016 · External reference
CRISPR and biosecurity: dual-use concerns
2021 · External reference
10.1109/jproc.2019.2955458247-267
10.1109/jproc.2019.2955458247-267 · 2020 · External reference
Anomaly detection in time series: a comprehensive evaluation
10.14778/3538598.3538602 · 2021 · External reference
Secure genome-wide association analysis using multiparty computation
10.1038/nbt.4108 · 2018 · External reference
Unresolved reference
2012 · External reference
Designing ethical trials of germline gene editing
10.1056/nejmp2004977 · 2020 · External reference
Unresolved reference
2014 · External reference
Routes for breaching and protecting genetic privacy
10.1038/nrg3723 · 2014 · External reference
CRISPR-CAS9 gene editing for sickle cell disease and β-thalassemia
10.1056/nejmoa2031054 · 2021 · External reference
Genome-editing technologies: principles and applications
10.1101/cshperspect.a023754 · 2016 · External reference
“On the security and performance of proof of work blockchains,”
10.1145/2976749.2978341 · 2016 · External reference
A comparative evaluation of unsupervised anomaly detection algorithms for multivariate data
10.1371/journal.pone.0152173 · 2016 · External reference
Extended isolation forest
10.1109/tkde.2019.2947676 · 2019 · External reference
“Explainable AI methods-a brief overview,”
10.1007/978-3-031-04083-2_2 · 2022 · External reference
Enabling privacy-preserving GWASS in heterogeneous human populations
10.1038/sdata.2016.35 · 2016 · External reference
Anomaly detection in time series data using deep learning: a survey
10.1109/access.2020.3019822 · 2020 · External reference
A blockchain-based secure healthcare system using smart contracts
10.1007/s11277-020-07551-4 · 2020 · External reference
“Interpretable decision sets: a joint framework for description and prediction,”
10.1145/2939672.2939874 · 2016 · External reference
Blockchain for genomic data sharing: a systematic review
10.1109/tcbb.2021.3059698 · 2021 · External reference
Regulatory challenges of crispr technology
10.1002/hast.1005 · 2019 · External reference
Machine learning applications in genetics and genomics
10.1038/nrg3920 · 2015 · External reference
“Isolation forest,”
10.1109/icdm.2008.17 · 2008 · External reference
“A unified approach to interpreting model predictions,”
2017 · External reference
Ethics of genetic testing and manipulation
10.1146/annurev-genom-111320-091347 · 2021 · External reference
“Long short term memory networks for anomaly detection in time series,”
2015 · External reference
“A digital signature based on a conventional encryption function,”
10.1007/3-540-48184-2_32 · 1988 · External reference
“Systematizing genome privacy research: a privacy-enhancing technologies perspective,”
10.2478/popets-2019-0006 · 2021 · External reference
A system for the analysis of jet engine vibration data
10.3233/ica-1999-6106 · 1999 · External reference
Privacy in the genomic era
10.1145/2767007 · 2015 · External reference
Realizing the potential of blockchain technologies in genomics
10.1101/gr.207464.116 · 2018 · External reference
Deep learning for anomaly detection: a review
10.1145/3439950 · 2021 · External reference
A review of novelty detection
10.1016/j.sigpro.2013.12.026 · 2014 · External reference
The ethics of human enhancement through artificial intelligence
10.1007/s00146-020-00958-4 · 2020 · External reference
Regulatory challenges for human gene therapy
2020 · External reference
Base editing: advances and therapeutic opportunities
10.1038/s41573-020-0084-6 · 2020 · External reference
Induction of decision trees
10.1023/a:1022643204877 · 1986 · External reference
10.18653/v1/n16-3020
10.18653/v1/n16-3020 · 2016 · External reference
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
10.1038/s42256-019-0048-x · 2019 · External reference
f-AnoGAN: fast unsupervised anomaly detection with generative adversarial networks
10.1016/j.media.2019.01.010 · 2019 · External reference
Estimating the support of a high-dimensional distribution
10.1162/089976601750264965 · 2001 · External reference
Blockchain for healthcare: systematic review and future research directions
10.3390/electronics9101609 · 2021 · External reference
“Fooling lime and shap: adversarial attacks on post hoc explanation methods,”
10.1145/3375627.3375830 · 2020 · External reference
Crispr-engineered t cells in patients with refractory cancer
10.1126/science.aba7365 · 2020 · External reference
Security assessment of synthetic biology workflows
2020 · External reference
“Attention is all you need,”
2017 · External reference
Genomic privacy and security: a systematic literature review
10.1093/jamia/ocw167 · 2017 · External reference
Blockchain-enabled smart contracts: architecture, applications, and challenges
10.1109/tsmc.2019.2895123 · 2019 · External reference
An interpretable mortality prediction model for COVID-19 patients
10.1038/s42256-020-0180-7 · 2020 · External reference
Deep learning for genomics: a concise overview
10.1016/j.patter.2020.100087 · 2020 · External reference
Efficient block propagation in bitcoin network
2019 · External reference
Regulatory perspectives on genome editing in clinical applications
2017 · External reference
Security and privacy issues in genome editing: a systematic review
2020 · External reference
Privacy-preserving federated learning for genomic prediction
2020 · External reference
Attention-based LSTM network for cross-domain sentiment classification
2021 · External reference
Blockchain-based secure data provenance for cloud storage
10.1109/tcc.2021.3057771 · External reference
Secure and efficient data storage and sharing scheme for blockchain-based mobile edge computing
External reference
Blockchain technology for security and privacy in electronic health records: a survey
10.1109/access.2020.2998414 · 2020 · External reference
Variational autoencoder for anomaly detection in multivariate time series
2021 · External reference
Regulatory challenges of crispr technology
10.1002/hast.1005 · ExternalCitation · doi-reference
“A digital signature based on a conventional encryption function,”
10.1007/3-540-48184-2_32 · ExternalCitation · doi-reference
“Explainable AI methods-a brief overview,”
10.1007/978-3-031-04083-2_2 · ExternalCitation · doi-reference
The ethics of human enhancement through artificial intelligence
10.1007/s00146-020-00958-4 · ExternalCitation · doi-reference
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
10.1007/s10618-015-0444-8 · ExternalCitation · doi-reference
A blockchain-based secure healthcare system using smart contracts
10.1007/s11277-020-07551-4 · ExternalCitation · doi-reference
CRISPR ethics: moral considerations for applications of a powerful tool
10.1016/j.jmb.2018.05.044 · ExternalCitation · doi-reference
f-AnoGAN: fast unsupervised anomaly detection with generative adversarial networks
10.1016/j.media.2019.01.010 · ExternalCitation · doi-reference
Deep learning for genomics: a concise overview
10.1016/j.patter.2020.100087 · ExternalCitation · doi-reference
A review of novelty detection
10.1016/j.sigpro.2013.12.026 · ExternalCitation · doi-reference
Induction of decision trees
10.1023/a:1022643204877 · ExternalCitation · doi-reference
Secure genome-wide association analysis using multiparty computation
10.1038/nbt.4108 · ExternalCitation · doi-reference
Routes for breaching and protecting genetic privacy
10.1038/nrg3723 · ExternalCitation · doi-reference
Machine learning applications in genetics and genomics
10.1038/nrg3920 · ExternalCitation · doi-reference
Base editing: advances and therapeutic opportunities
10.1038/s41573-020-0084-6 · ExternalCitation · doi-reference
Search-and-replace genome editing without double-strand breaks or donor DNA
10.1038/s41586-019-1711-4 · ExternalCitation · doi-reference
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
10.1038/s42256-019-0048-x · ExternalCitation · doi-reference
An interpretable mortality prediction model for COVID-19 patients
10.1038/s42256-020-0180-7 · ExternalCitation · doi-reference
Enabling privacy-preserving GWASS in heterogeneous human populations
10.1038/sdata.2016.35 · ExternalCitation · doi-reference
CRISPR-CAS9 gene editing for sickle cell disease and β-thalassemia
10.1056/nejmoa2031054 · ExternalCitation · doi-reference
Designing ethical trials of germline gene editing
10.1056/nejmp2004977 · ExternalCitation · doi-reference
Genomic privacy and security: a systematic literature review
10.1093/jamia/ocw167 · ExternalCitation · doi-reference
Genome-editing technologies: principles and applications
10.1101/cshperspect.a023754 · ExternalCitation · doi-reference
Realizing the potential of blockchain technologies in genomics
10.1101/gr.207464.116 · ExternalCitation · doi-reference
Blockchain technology for security and privacy in electronic health records: a survey
10.1109/access.2020.2998414 · ExternalCitation · doi-reference
Anomaly detection in time series data using deep learning: a survey
10.1109/access.2020.3019822 · ExternalCitation · doi-reference
“Isolation forest,”
10.1109/icdm.2008.17 · ExternalCitation · doi-reference
10.1109/jproc.2019.2955458247-267
10.1109/jproc.2019.2955458247-267 · ExternalCitation · doi-reference
Blockchain for genomic data sharing: a systematic review
10.1109/tcbb.2021.3059698 · ExternalCitation · doi-reference
Blockchain-based secure data provenance for cloud storage
10.1109/tcc.2021.3057771 · ExternalCitation · doi-reference
Extended isolation forest
10.1109/tkde.2019.2947676 · ExternalCitation · doi-reference
Blockchain-enabled smart contracts: architecture, applications, and challenges
10.1109/tsmc.2019.2895123 · ExternalCitation · doi-reference
Crispr-engineered t cells in patients with refractory cancer
10.1126/science.aba7365 · ExternalCitation · doi-reference
Privacy in the genomic era
10.1145/2767007 · ExternalCitation · doi-reference
“Interpretable decision sets: a joint framework for description and prediction,”
10.1145/2939672.2939874 · ExternalCitation · doi-reference
“On the security and performance of proof of work blockchains,”
10.1145/2976749.2978341 · ExternalCitation · doi-reference
“Fooling lime and shap: adversarial attacks on post hoc explanation methods,”
10.1145/3375627.3375830 · ExternalCitation · doi-reference
“LOF: identifying density-based local outliers,”
10.1145/342009.335388 · ExternalCitation · doi-reference
Deep learning for anomaly detection: a review
10.1145/3439950 · ExternalCitation · doi-reference
Space/time trade-offs in hash coding with allowable errors
10.1145/362686.362692 · ExternalCitation · doi-reference
Ethics of genetic testing and manipulation
10.1146/annurev-genom-111320-091347 · ExternalCitation · doi-reference
Estimating the support of a high-dimensional distribution
10.1162/089976601750264965 · ExternalCitation · doi-reference
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective
10.1186/s12911-020-01332-6 · ExternalCitation · doi-reference
To explain or not to explain? Artificial intelligence explainability in clinical decision support systems
10.1371/journal.pdig.0000016 · ExternalCitation · doi-reference
A comparative evaluation of unsupervised anomaly detection algorithms for multivariate data
10.1371/journal.pone.0152173 · ExternalCitation · doi-reference
Anomaly detection in time series: a comprehensive evaluation
10.14778/3538598.3538602 · ExternalCitation · doi-reference
10.18653/v1/n16-3020
10.18653/v1/n16-3020 · ExternalCitation · doi-reference
“Systematizing genome privacy research: a privacy-enhancing technologies perspective,”
10.2478/popets-2019-0006 · ExternalCitation · doi-reference
A system for the analysis of jet engine vibration data
10.3233/ica-1999-6106 · ExternalCitation · doi-reference
Blockchain for healthcare: systematic review and future research directions
10.3390/electronics9101609 · ExternalCitation · doi-reference
