David Simcha
Impact in
- Cancer Research top 10%
- Cancer-related molecular mechanisms research
- Molecular Biology top 10%
- Gene expression and cancer classification
- Bioinformatics and Genomic Networks
- Single-cell and spatial transcriptomics
- Epigenetics and DNA Methylation
- Molecular Biology Techniques and Applications
- RNA modifications and cancer
- Metabolomics and Mass Spectrometry Studies
Papers in
-
- Bioinformatics and Genomic Networks 2
- Genomics and Phylogenetic Studies 2
- DNA Repair Mechanisms 1
- Gene expression and cancer classification 1
-
- Advanced Image and Video Retrieval Techniques 2
- Image Retrieval and Classification Techniques 2
- Medical Image Segmentation Techniques 1
- Co-authors
- Donald Geman (3 shared papers)Jeffrey T. Leek (1 shared paper)Robert B. Scharpf (1 shared paper)Rafael A. Irizarry (1 shared paper)Héctor Corrada Bravo (1 shared paper)Keith Baggerly (1 shared paper)Ben Langmead (1 shared paper)W. Evan Johnson (1 shared paper)
- Journals
- BMC Systems Biology (1 paper)Annals of Biomedical Engineering (1 paper)Nature Reviews Genetics (1 paper)PLoS ONE (1 paper)Nucleic Acids Research (1 paper)
- Partner nations
- United States
In The Last Decade
David Simcha
11 papers receiving 1.5k citations
David Simcha's Hit Papers
Peers
Comparison fields: 5 of 135
- Cancer Research 187
- Molecular Biology 901
- Biophysics 55
- Statistics and Probability 66
- Genetics 192
Countries citing papers authored by David Simcha
This map shows the geographic impact of David Simcha's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David Simcha with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Simcha more than expected).
Fields of papers citing papers by David Simcha
This network shows the impact of papers produced by David Simcha. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David Simcha. The network helps show where David Simcha may publish in the future.
Co-authors
The 25 scholars most cited alongside David Simcha, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Tackling the widespread and critical impact of batch effects in high-throughput data Hit paper breakdown → | 2010 | 1406 |
| 2 | Multiscale Quantization for Fast Similarity Search | 2017 | 27 |
| 3 | Accelerating Large-Scale Inference with Anisotropic Vector Quantization | 2020 | 22 |
| 4 | 2011 | 20 | |
| 5 | 2012 | 20 | |
| 6 | Fast Classification with Binary Prototypes | 2017 | 9 |
| 7 | 2007 | 4 | |
| 8 | 2013 | 4 | |
| 9 | 2015 | 3 | |
| 10 | New Loss Functions for Fast Maximum Inner Product Search | 2019 | 1 |
| 11 | 2023 | 1 |
About David Simcha
David Simcha is a scholar working on Molecular Biology, Computer Vision and Pattern Recognition, Artificial Intelligence, Genetics and Signal Processing, having authored 11 papers that have together received 1.5k indexed citations. Recurring topics across this work include Bioinformatics and Genomic Networks (2 papers), Genomics and Phylogenetic Studies (2 papers), Advanced Image and Video Retrieval Techniques (2 papers), Image Retrieval and Classification Techniques (2 papers), Domain Adaptation and Few-Shot Learning (1 paper), DNA Repair Mechanisms (1 paper), Gene expression and cancer classification (1 paper) and Medical Image Segmentation Techniques (1 paper). The work is most often cited by research in Cancer Research (187 citations), Molecular Biology (901 citations), Biophysics (55 citations), Statistics and Probability (66 citations) and Genetics (192 citations). David Simcha has collaborated with scholars based in United States. Frequent co-authors include Donald Geman, Jeffrey T. Leek, Robert B. Scharpf, Rafael A. Irizarry, Héctor Corrada Bravo, Keith Baggerly, Ben Langmead, W. Evan Johnson, Ruiqi Guo and Sanjiv Kumar. Their work appears in journals such as BMC Systems Biology, Annals of Biomedical Engineering, Nature Reviews Genetics, PLoS ONE and Nucleic Acids Research.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.