Isaac S. Kohane
Molecular Biology · 2000–2024
A researcher in the Science corpus: 38 papers; trusts 9 researchers and is trusted by 51 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 184 citations into it; #1,844 of 17,773 by trust here, #843 by citations
- Genetics — 122 citations into it; #376 of 6,854 by trust here, #196 by citations
- Statistics and Probability — 53 citations into it
- Medical & Health AI — 19 citations into it
- Public Health, Environmental and Occupational Health — 19 citations into it; #323 of 2,368 by trust here, #356 by citations
- Economics and Econometrics — 18 citations into it
- Evaluation & Benchmarks — 9 citations into it
- Management Science and Operations Research — 7 citations into it
Whom Isaac S. Kohane trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Romualdo Pastor-Satorras
- Albert-László Barabási
- Joseph Loscalzo
- James A. Hanley
- Réka Albert
- Ozlem Uzuner
- S. Tunis
- John S. Brownstein
- W. James Gauderman
- Alessandro Vespignani
Who trusts Isaac S. Kohane overall
- Wei-Qi Wei
- S. Shilo
- Joshua Charles Denny
- Hagai Rossman
- Peter F. Schulam
- Zexian Zeng
- Albert-László Barabási
- Eran Segal
- Atul J. Butte
- Finale Doshi-Velez
Papers from Isaac S. Kohane's perspective
Ordered by how strongly the researchers Isaac S. Kohane trusts endorse each paper. Same corpus, a different order for every researcher.
- Epidemic spreading in scale-free networks. (Physical Review Letters)
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- A Gene-Coexpression Network for Global Discovery of Conserved Genetic Modules (Science)
- Functional and topological characterization of protein interaction networks (Proteomics)
- The Adaptive Lasso and Its Oracle Properties
- Gene Ontology: tool for the unification of biology
- Emergence of Scaling in Random Networks
- Statistical mechanics of complex networks
- Modelling disease outbreaks in realistic urban social networks (Nature)
Their papers
- The Clinician and Dataset Shift in Artificial Intelligence (2021) — 593 citations
- Adversarial attacks on medical machine learning (2019) — 963 citations
- Discovering statistically significant pathways in expression profiling studies. (2005) — 677 citations
- Discovering functional relationships between RNA expression and chemotherapeutic susceptibility using relevance networks. (2000) — 643 citations
- Human disease classification in the postgenomic era: A complex systems approach to human pathobiology (2007) — 602 citations
- Coordinated reduction of genes of oxidative metabolism in humans with insulin resistance and diabetes: Potential role of PGC1 and NRF1 (2003) — 2,100 citations
- Comprehensive genomic characterization defines human glioblastoma genes and core pathways (2008) — 7,050 citations
- Cluster analysis of gene expression dynamics (2002) — 486 citations
- Systematic survey reveals general applicability of "guilt-by-association" within gene coexpression networks (2005) — 431 citations
- Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2) (2010) — 976 citations
- Gene regulation and DNA damage in the ageing human brain (2004) — 1,892 citations
- Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources (2015) — 162 citations
- A mega-analysis of genome-wide association studies for major depressive disorder (2012) — 1,096 citations
- Analysis of matched mRNA measurements from two different microarray technologies (2002) — 494 citations
- Development of phenotype algorithms using electronic medical records and incorporating natural language processing (2015) — 269 citations
- Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist (2020) — 485 citations
- Microarrays for an Integrative Genomics (2002) — 104 citations
- Causal machine learning for predicting treatment outcomes (2024) — 334 citations
- Effectiveness of a third dose of the BNT162b2 mRNA COVID-19 vaccine for preventing severe outcomes in Israel: an observational study (2021) — 797 citations
- Safety of the BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Setting (2021) — 901 citations