Items where Author is "Tsunoda, Tatsuhiko"

Wardah, Wafaa and Dehzangi, Abdollah and Taherzadeh, G. and Rashid, Mahmood and Khan, Mohammad G.M. and Tsunoda, Tatsuhiko and Sharma, Alokanand (2020) Predicting protein-peptide binding sites with a Deep Convolutional Neural Network. Journal of Theoretical Biology, 110278 . TBC. ISSN 0022-5193

Chandra, Abel and Sharma, Alokanand and Dehzangi, Abdollah and Shigemizu, Daichi and Tsunoda, Tatsuhiko (2019) Bigram - PGK: phosphoglycerylation prediction using the technique of bigram probabilities of position specific scoring matrix. BMC Molecular and Cell Biology, 20 (57). pp. 1-9. ISSN 2661-8850

Vans, Edwin and Sharma, Alokanand and Patil, Ashwini and Shigemizu, Daichi and Tsunoda, Tatsuhiko (2019) Clustering of small - sample single - cell RNA - seq data via feature clustering and selection. [Conference Proceedings]

Sharma, Alokanand and Vans, Edwin and Shigemizu, Daichi and Boroevich, Keith A. and Tsunoda, Tatsuhiko (2019) DeepInsight: a methodology to transform a non - image data to an image for convolution neural network architecture. Scientific Reports, 9 (11399). pp. 1-7. ISSN 2045-2322

Kumar, Shiu and Sharma, Alokanand and Tsunoda, Tatsuhiko (2019) Brain wave classification using long short - term memory based OPTICAL predictor. Scientific Reports, 9 (9153). pp. 1-9. ISSN NA

Chandra, Abel and Sharma, Alokanand and Dehzangi, A. and Tsunoda, Tatsuhiko (2019) EvolStruct-Phogly: incorporating structural properties and evolutionary information from profile bigrams for the phosphoglycerylation prediction. BMC Genomics, 19 . p. 984. ISSN 1471-2164

Sharma, Alokanand and Lysenko, Artem and Lopez, Yosvany and Dehzangi, Abdollah and Sharma, Ronesh and Reddy, Hamendra M. and Sattar, Abdul and Tsunoda, Tatsuhiko (2019) HseSUMO: Sumoylation site prediction using half - sphere exposures of amino acids residues. BMC Genomics, 19 (9). pp. 1-7. ISSN 1471-2164

Shigemizu, Daichi and Akiyama, Shintaro and Asanomi, Yuya and Boroevich, Keith and Sharma, Alokanand and Tsunoda, Tatsuhiko and Matsukuma, Kana and Ichikawa, Makiko and Sudo, Hiroko and Takizawa, Satoko and Sakurai, Takashi and Ozaki, Kouichi and Ochiya, Takahiro and Niida, Shumpei (2019) Risk prediction models for dementia constructed by supervised principal component analysis using miRNA expression data. Communications Biology, 2 (77). pp. 1-8. ISSN NA

Sharma, Ronesh and Sharma, Alokanand and Patil, Ashwini and Tsunoda, Tatsuhiko (2019) Discovering MoRFs by trisecting intrinsically disordered protein sequence into terminals and middle regions. BMC Bioinformatics, 19 (13). pp. 155-163. ISSN 1471-2105

Reddy, Hamendra M. and Sharma, Alokanand and Dehzangi, Abdollah and Shigemizu, Daichi and Chandra, Abel and Tsunoda, Tatsuhiko (2019) GlyStruct: glycation prediction using structural properties of amino acid residues. BMC Bioinformatics, 19 (13). pp. 55-64. ISSN 1471-2105

Kumar, Shiu and Sharma, Alokanand and Tsunoda, Tatsuhiko (2019) Subject - specific - frequency - band for motor imagery EEG signal recognition based on common spatial spectral pattern. [Conference Proceedings]

Sharma, Ronesh and Sharma, Alokanand and Raicar, Gaurav and Tsunoda, Tatsuhiko and Patil, A. (2019) Supplementary material for Opal+: length-specific MoRF prediction in intrinsically disordered protein sequences. [Professional and Technical Reports]

Chandra, Abel and Sharma, Alokanand and Dehzangi, Abdollah and Ranganathan, Shoba and Jokhan, Anjeela D. and Chou, Kuo-Chen and Tsunoda, Tatsuhiko (2018) PhoglyStruct: prediction of phosphoglycerylated lysine residues using structural properties of amino acids. Scientific Reports, 8 (17923). pp. 1-11. ISSN 2045-2322

Dehzangi, Abdollah and Lopez, Yosvany and Taherzadeh, Ghazaleh and Sharma, Alokanand and Tsunoda, Tatsuhiko (2018) SumSec: accurate prediction of Sumoylation sites using predicted secondary structure. Molecules, 23 (12). pp. 1-13. ISSN 1420-3049

Lysenko, Artem and Sharma, Alokanand and Boroevich, Keith and Tsunoda, Tatsuhiko (2018) An integrative machine learning approach for prediction of toxicity - related drug safety. Life Science Alliance, 1 (6). pp. 1-14. ISSN 2575-1077

Sharma, Ronesh and Sharma, Alokanand and Raicar, Gaurav and Tsunoda, Tatsuhiko and Patil, Ashwini (2018) Opal+: length - specific MoRF prediction in intrinsically disordered protein sequences. Proteomics, 180005 . pp. 1-4. ISSN 1615-9853

Lopez, Yosvany and Kamola, P.J. and Sharma, Ronesh and Shigemizu, Daichi and Tsunoda, Tatsuhiko and Sharma, Alokanand (2018) Computational pipelines and workflows in bioinformatics. In: Encyclopaedia of Bioinformatics and Computational Biology. Elsevier, Oxford, pp. 113-134. ISBN 9780128114148

Kumar, Shiu and Sharma, Alokanand and Mamun, Kabir and Tsunoda, Tatsuhiko (2017) A Deep Learning Approach for Motor Imagery EEG Signal Classification. [Conference Proceedings]

López, Yosvany and Dehzangi, Abdollah and Lal, Sunil Pranit and Taherzadeh, Ghazaleh and Michaelson, Jacob and Sattar, Abdul and Tsunoda, Tatsuhiko and Sharma, Alokanand (2017) SucStruct: Prediction of succinylated lysine residues by using structural properties of amino acids. Analytical Biochemistry, 527 . 24 - 32. ISSN 0003-2697

Saini, Harsh and Lal, Sunil P. and Naidu, Vimal V. and Pickering, Vincel W. and Singh, Gurmeet and Tsunoda, Tatsuhiko and Sharma, Alokanand (2016) Gene masking - a technique to improve accuracy for cancer classification with high dimensionality in microarray data. BMC Medical Genomics, 9 (3). pp. 74-83. ISSN 1755-8794