New Results
ExplaiNN: interpretable and transparent neural networks for genomics
View ORCID ProfileGherman Novakovsky, View ORCID ProfileOriol Fornes, View ORCID ProfileManu Saraswat, View ORCID ProfileSara Mostafavi, View ORCID ProfileWyeth W. Wasserman
doi: https://doi.org/10.1101/2022.05.20.492818
Gherman Novakovsky
1Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, BC Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada
Oriol Fornes
1Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, BC Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada
Manu Saraswat
1Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, BC Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada
2Division of Computational Genomics and Systems Genetics, German Cancer Research Centre (DKFZ), Heidelberg, Germany
3European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
Sara Mostafavi
4Paul G. Allen School of Computer Science and Engineering, University of Washington (UW), Seattle, USA
Wyeth W. Wasserman
1Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, BC Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada
Posted May 25, 2022.
ExplaiNN: interpretable and transparent neural networks for genomics
Gherman Novakovsky, Oriol Fornes, Manu Saraswat, Sara Mostafavi, Wyeth W. Wasserman
bioRxiv 2022.05.20.492818; doi: https://doi.org/10.1101/2022.05.20.492818
Subject Area
Subject Areas
- Biochemistry (11703)
- Bioengineering (8718)
- Bioinformatics (29127)
- Biophysics (14930)
- Cancer Biology (12048)
- Cell Biology (17353)
- Clinical Trials (138)
- Developmental Biology (9406)
- Ecology (14143)
- Epidemiology (2067)
- Evolutionary Biology (18266)
- Genetics (12219)
- Genomics (16765)
- Immunology (11841)
- Microbiology (28003)
- Molecular Biology (11551)
- Neuroscience (60804)
- Paleontology (450)
- Pathology (1864)
- Pharmacology and Toxicology (3229)
- Physiology (4939)
- Plant Biology (10383)
- Synthetic Biology (2877)
- Systems Biology (7333)
- Zoology (1642)