Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of the royal society interface 15 (141), 20170387, 2018 | 2197 | 2018 |
Emerging priorities for microbiome research CM Cullen, KK Aneja, S Beyhan, CE Cho, S Woloszynek, M Convertino, ... Frontiers in microbiology 11, 491374, 2020 | 201 | 2020 |
Long-term urban market dynamics reveal increased bushmeat carcass volume despite economic growth and proactive environmental legislation on Bioko Island, Equatorial Guinea DT Cronin, S Woloszynek, WA Morra, S Honarvar, JM Linder, MK Gonder, ... PloS one 10 (7), e0134464, 2015 | 61 | 2015 |
Artificial intelligence based on machine learning in pharmacovigilance: a scoping review B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ... Drug Safety 45 (5), 477-491, 2022 | 43 | 2022 |
16S rRNA sequence embeddings: Meaningful numeric feature representations of nucleotide sequences that are convenient for downstream analyses S Woloszynek, Z Zhao, J Chen, GL Rosen PLoS computational biology 15 (2), e1006721, 2019 | 42 | 2019 |
Does getting defensive get you anywhere?—Seasonal balancing selection, temperature, and parasitoids shape real‐world, protective endosymbiont dynamics in the pea aphid AH Smith, MP O’Connor, B Deal, C Kotzer, A Lee, B Wagner, J Joffe, ... Molecular Ecology 30 (10), 2449-2472, 2021 | 40 | 2021 |
Metagenomic characterization of ambulances across the USA NB O’Hara, HJ Reed, E Afshinnekoo, D Harvin, N Caplan, G Rosen, ... Microbiome 5, 1-20, 2017 | 40 | 2017 |
Learning, visualizing and exploring 16S rRNA structure using an attention-based deep neural network Z Zhao, S Woloszynek, F Agbavor, JC Mell, BA Sokhansanj, GL Rosen PLoS computational biology 17 (9), e1009345, 2021 | 22 | 2021 |
Exploring thematic structure and predicted functionality of 16S rRNA amplicon data S Woloszynek, JC Mell, Z Zhao, G Simpson, MP O’Connor, GL Rosen PLoS One 14 (12), e0219235, 2019 | 21 | 2019 |
Engineering human microbiota: influencing cellular and community dynamics for therapeutic applications S Woloszynek, S Pastor, JC Mell, N Nandi, B Sokhansanj, GL Rosen International review of cell and molecular biology 324, 67-124, 2016 | 19 | 2016 |
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141) T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Epub 2018/04/06. https://doi. org/10.1098/rsif. 2017.0387 PMID: 29618526, 2017 | 15 | 2017 |
Renin–angiotensin–aldosterone system inhibitors in pediatric focal segmental glomerulosclerosis S Kangovi, M Edwards, S Woloszynek, N Mitra, H Feldman, BS Kaplan, ... Pediatric Nephrology 27, 813-819, 2012 | 15 | 2012 |
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141): 20170387 T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... | 14 | 2017 |
Exploring thematic structure in 16S rRNA marker gene surveys S Woloszynek, JC Mell, G Simpson, GL Rosen BioRxiv, 146126, 2017 | 13 | 2017 |
Analysis methods for shotgun metagenomics S Woloszynek, Z Zhao, G Ditzler, JR Price, ER Reichenberger, Y Lan, ... Theoretical and Applied Aspects of Systems Biology, 71-112, 2018 | 6 | 2018 |
Correction to: Artificial Intelligence Based on Machine Learning in Pharmacovigilance: A Scoping Review B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ... Drug Safety 46 (4), 433-433, 2023 | 5 | 2023 |
The Role and Applications of Artificial Intelligence in the Treatment of Chronic Pain TA Meier, MS Refahi, G Hearne, DS Restifo, R Munoz-Acuna, GL Rosen, ... Current pain and headache reports, 1-16, 2024 | 3 | 2024 |
Association of anaesthesia provider sex with perioperative complications: a two-centre retrospective cohort study D von Wedel, S Redaelli, LJ Wachtendorf, E Ahrens, MI Rudolph, D Shay, ... British Journal of Anaesthesia 133 (3), 628-636, 2024 | 2 | 2024 |
Themetagenomics: exploring thematic structure and predicted functionality of 16s rRNA amplicon data S Woloszynek, JC Mell, Z Zhao, G Simpson, MP O’Connor, GL Rosen bioRxiv, 678110, 2019 | 2 | 2019 |
theseus-An R package for the analysis and visualization of microbial community data JR Price, S Woloszynek, G Rosen, CM Sales bioRxiv, 295675, 2018 | 2 | 2018 |