David Gifford

Massachusetts Institute of Technology

Professor

Department of Biological Engineering

Department of Electrical Engineering and Computer Science

Computational & Systems Biology PhD Program

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Research Area

#Biology#Computational biology#Transcription factor#Computer science#Chromatin#Artificial intelligence#Genetics#Genome#Cell biology#Regulation of gene expression

SCIE paper information

Papers relevant to ‘Biology’: 34

Research performance of SCIE papers matching with ‘Biology’

Citations of SCIE papers SCIE papers 020k40k60k80k100k04080120160200240280320

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Discovery of directional and nondirectional pioneer transcription factors by modeling DNase profile magnitude and shape

    2014/02 NATURE BIOTECHNOLOGY 41.514 Impact Factor 375 citations

    Richard I. Sherwood, Tatsunori Hashimoto, Charles W O'Donnell, Sophia Lewis, Amira A Barkal, John Peter van Hoff, Vivek Karun, Tommi Jaakkola, David K. Gifford

    DOI : 10.1038/NBT.2798

  • Differentiated human stem cells resemble fetal, not adult, β cells

    2014/02 PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 9.674 Impact Factor 237 citations

    Sinisa Hrvatin, Charles W O'Donnell, Francis Deng, Jeffrey R. Millman, Felicia Walton Pagliuca, Philip DiIorio, Alireza Rezania, David K. Gifford, Douglas A. Melton

    DOI : 10.1073/PNAS.1400709111

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Papers for author ‘David Gifford’: 41

Number of published SCIE papers by year

024682014201520162017201820192020
H-index 20
Number of NCS papers 8

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Discovery of directional and nondirectional pioneer transcription factors by modeling DNase profile magnitude and shape

    2014/02 NATURE BIOTECHNOLOGY 41.514 Impact Factor 375 citations

    Richard I. Sherwood, Tatsunori Hashimoto, Charles W O'Donnell, Sophia Lewis, Amira A Barkal, John Peter van Hoff, Vivek Karun, Tommi Jaakkola, David K. Gifford

    DOI : 10.1038/NBT.2798

  • Convolutional neural network architectures for predicting DNA–protein binding

    2016/06 BIOINFORMATICS 7.307 Impact Factor 340 citations

    Haoyang Zeng, Matthew D. Edwards, Ge Liu, David K. Gifford

    DOI : 10.1093/BIOINFORMATICS/BTW255

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conference information

Papers relevant to ‘Biology’: 1

Research performance of Top-tier Conference matching with ‘Biology’

Citations of Top-tier Conference Top-tier Conference paper(s) 07142128350246810121416

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • An Integrated Model of Multiple-Condition ChIP-Seq Data Reveals Predeterminants of Cdx2 Binding

    2014/04 RECOMB Top-tier Conference 0 citations

    Shaun Mahony, Matthew D. Edwards, Esteban O. Mazzoni, Richard I. Sherwood, Akshay Kakumanu, Carolyn A. Morrison, Hynek Wichterle, David K. Gifford

    DOI : 10.1007/978-3-319-05269-4_14

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Papers for author ‘David Gifford’: 8

Number of published Top-tier Conference by year

01234201420162017201820192020
Top-tier Conference 8

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Sequence to Better Sequence: Continuous Revision of Combinatorial Structures.

    2017/07 ICML Top-tier Conference 78 citations

    Jonas Mueller, David K. Gifford, Tommi Jaakkola

  • Learning Population-Level Diffusions with Generative RNNs

    2016/06 ICML Top-tier Conference 23 citations

    Tatsunori Hashimoto, David K. Gifford, Tommi Jaakkola

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