Jack Hanson

RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning

Jaswinder Singh, Jack Hanson, Kuldip K. Paliwal et al. · Nature Communications · 2019 · 437 citations · Full text

Improving protein disorder prediction by deep bidirectional long short-term memory recurrent neural networks

Jack Hanson, Yuedong Yang, Kuldip K. Paliwal et al. · Bioinformatics · 2016 · 303 citations

Sixty-five years of the long march in protein secondary structure prediction: the final stretch?

Yuedong Yang, Jianzhao Gao, Jihua Wang et al. · Briefings in Bioinformatics · 2016 · 256 citations · Full text

Structural Bioinformatics, Biomolecular Structure Prediction, Torsion Angles +22

Accurate prediction of protein contact maps by coupling residual two-dimensional bidirectional long short-term memory with convolutional neural networks

Jack Hanson, Kuldip K. Paliwal, Thomas Litfin et al. · Bioinformatics · 2018 · 201 citations

Improving prediction of protein secondary structure, backbone angles, solvent accessibility and contact numbers by using predicted contact maps and an ensemble of recurrent and residual convolutional neural networks

Jack Hanson, Kuldip K. Paliwal, Thomas Litfin et al. · Bioinformatics · 2018 · 198 citations · Full text