Quantum annealing-based clustering of single cell RNA-seq data

por Kubacki, Michal, Niranjan, Mahesan
Publicado 2023

The Role of Regulated mRNA Stability in Establishing Bicoid Morphogen Gradient in Drosophila Embryonic Development

por Liu, Wei, Niranjan, Mahesan
Publicado 2011

Robust subspace methods for outlier detection in genomic data circumvents the curse of dimensionality

por Shetta, Omar, Niranjan, Mahesan
Publicado 2020

Uncovering extensive post-translation regulation during human cell cycle progression by integrative multi-’omics analysis

por Parkes, Gregory M., Niranjan, Mahesan
Publicado 2019

Information Bottleneck Theory Based Exploration of Cascade Learning

por Du, Xin, Farrahi, Katayoun, Niranjan, Mahesan
Publicado 2021

TransformerGO: predicting protein–protein interactions by modelling the attention between sets of gene ontology terms

por Ieremie, Ioan, Ewing, Rob M, Niranjan, Mahesan
Publicado 2022

CI-SpliceAI—Improving machine learning predictions of disease causing splicing variants using curated alternative splice sites

por Strauch, Yaron, Lord, Jenny, Niranjan, Mahesan, Baralle, Diana
Publicado 2022

Prediction of Gene Expression in Embryonic Structures of Drosophila melanogaster

por Samsonova, Anastasia A, Niranjan, Mahesan, Russell, Steven, Brazma, Alvis
Publicado 2007

Robustness under parameter and problem domain alterations of Bayesian optimization methods for chemical reactions

por Khondaker, Rubaiyat Mohammad, Gow, Stephen, Kanza, Samantha, Frey, Jeremy G, Niranjan, Mahesan
Publicado 2022

The AI for Scientific Discovery Network(+)

por Kanza, Samantha, Bird, Colin Leonard, Niranjan, Mahesan, McNeill, William, Frey, Jeremy Graham
Publicado 2021

Improved understanding of aqueous solubility modeling through topological data analysis

por Pirashvili, Mariam, Steinberg, Lee, Belchi Guillamon, Francisco, Niranjan, Mahesan, Frey, Jeremy G., Brodzki, Jacek
Publicado 2018

An evaluation of different classification algorithms for protein sequence-based reverse vaccinology prediction

por Heinson, Ashley I., Ewing, Rob M., Holloway, John W., Woelk, Christopher H., Niranjan, Mahesan
Publicado 2019

Genomic Analysis of the Function of the Transcription Factor gata3 during Development of the Mammalian Inner Ear

por Milo, Marta, Cacciabue-Rivolta, Daniela, Kneebone, Adam, Van Doorninck, Hikke, Johnson, Claire, Lawoko-Kerali, Grace, Niranjan, Mahesan, Rivolta, Marcelo, Holley, Matthew
Publicado 2009

Machine learning as an adjunct to expert observation in classification of radiographic knee osteoarthritis: findings from the Hertfordshire Cohort Study

por Westbury, Leo D., Fuggle, Nicholas R., Pereira, Diogo, Oka, Hiroyuki, Yoshimura, Noriko, Oe, Noriyuki, Mahmoodi, Sasan, Niranjan, Mahesan, Dennison, Elaine M., Cooper, Cyrus
Publicado 2023

Enhancing the Biological Relevance of Machine Learning Classifiers for Reverse Vaccinology

por Heinson, Ashley I., Gunawardana, Yawwani, Moesker, Bastiaan, Denman Hume, Carmen C., Vataga, Elena, Hall, Yper, Stylianou, Elena, McShane, Helen, Williams, Ann, Niranjan, Mahesan, Woelk, Christopher H.
Publicado 2017

Transfer learning efficiently maps bone marrow cell types from mouse to human using single-cell RNA sequencing

por Stumpf, Patrick S., Du, Xin, Imanishi, Haruka, Kunisaki, Yuya, Semba, Yuichiro, Noble, Timothy, Smith, Rosanna C. G., Rose-Zerili, Matthew, West, Jonathan J., Oreffo, Richard O. C., Farrahi, Katayoun, Niranjan, Mahesan, Akashi, Koichi, Arai, Fumio, MacArthur, Ben D.
Publicado 2020