Thomas Litfin

Critical assessment of protein intrinsic disorder prediction

Marco Necci, Damiano Piovesan, Md Tamjidul Hoque et al. · Nature Methods · 2021 · 363 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +14

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 · 204 citations

Life Sciences, Bioinformatics, Biology +14

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 · 200 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +15

SPOT-Disorder2: Improved Protein Intrinsic Disorder Prediction by Ensembled Deep Learning

Jack Hanson, Kuldip K. Paliwal, Thomas Litfin et al. · Genomics Proteomics & Bioinformatics · 2019 · 176 citations · Full text

Life Sciences, Bioinformatics, Biology +16

Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning

Thomas Litfin, Yaoqi Zhou · Bioinformatics · 2021 · 113 citations

Life Sciences, Bioinformatics, Molecular Biology +13