Nikolas Pontikos

According to our database, Nikolas Pontikos authored at least 8 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction.

Biraja Ghoshal, William Woof, Bernardo Mendes, Saoud Al-Khuzaei, Thales Antonio Cabral De Guimaraes, Malena Daich Varela, Yichen Liu, Sagnik Sen, Siying Lin, Mital Shah, Yu Fujinami-Yokokawa, Andrew R. Webster, Omar A. Mahroo, Kaoru Fujinami, Frank G. Holz, Philipp Herrmann, Juliana Sallum, Konstantinos Balaskas, Savita Madhusudhan, Susan M. Downes, Michel Michaelides, Nikolas Pontikos

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

2023

Exploring Multimodal Large Language Models for Radiology Report Error-checking.

Jinge Wu, Yunsoo Kim, Eva C. Keller, Jamie Chow, Adam P. Levine, Nikolas Pontikos, Zina M. Ibrahim, Paul Taylor, Michelle C. Williams, Honghan Wu

CoRR, 2023

2021

Code-free deep learning for multi-modality medical image classification.

Edward Korot, Zeyu Guan, Daniel Ferraz, Siegfried K. Wagner, Gongyu Zhang, Xiaoxuan Liu, Livia Faes, Nikolas Pontikos, Samuel G. Finlayson, Hagar Khalid, Gabriella Moraes, Konstantinos Balaskas, Alastair K. Denniston, Pearse A. Keane

Nat. Mach. Intell., 2021

2020

ADDO: a comprehensive toolkit to detect, classify and visualize additive and non-additive quantitative trait loci.

Leilei Cui, Bin Yang, Nikolas Pontikos, Richard Mott, Lusheng Huang

Bioinform., 2020

2019

A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images.

Abdullah Alfahaid, Tim Morris, Tim Cootes, Pearse A. Keane, Hagar Khalid, Nikolas Pontikos, Panagiotis I. Sergouniotis, Konstantinos Balaskas

Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

2017

The Human Phenotype Ontology in 2017.

Sebastian Köhler, Nicole A. Vasilevsky, Mark Engelstad, Erin Foster, Julie A. McMurry, Ségolène Aymé, Gareth Baynam, Susan M. Bello, Cornelius F. Boerkoel, Kym M. Boycott, Michael Brudno, Orion J. Buske, Patrick F. Chinnery, Valentina Cipriani, Laureen E. Connell, Hugh J. S. Dawkins, Laura E. DeMare, Andrew Devereau, Bert B. A. de Vries, Helen V. Firth, Kathleen Freson, Daniel Greene, Ada Hamosh, Ingo Helbig, Courtney Hum, Johanna Jähn, Roger James, Roland Krause, Stanley J. F. Laulederkind, Hanns Lochmüller, Gholson J. Lyon, Soichi Ogishima, Annie Olry, Willem H. Ouwehand, Nikolas Pontikos, Ana Rath, Franz Schaefer, Richard H. Scott, Michael Segal, Panagiotis I. Sergouniotis, Richard Sever, Cynthia L. Smith, Volker Straub, Rachel Thompson, Catherine Turner, Ernest Turro, Marijcke W. M. Veltman, Tom Vulliamy, Jing Yu, Julie von Ziegenweidt, Andreas Zankl, Stephan Züchner, Tomasz Zemojtel, Julius O. B. Jacobsen, Tudor Groza, Damian Smedley, Christopher J. Mungall, Melissa A. Haendel, Peter N. Robinson

Nucleic Acids Res., 2017

Phenopolis: an open platform for harmonization and analysis of genetic and phenotypic data.

Nikolas Pontikos, Jing Yu, Ismail Moghul, Lucy Withington, Fiona Blanco-Kelly, Tom Vulliamy, Tsz Lun Ernest Wong, Cian Murphy, Valentina Cipriani, Alessia Fiorentino, Gavin Arno, Daniel Greene, Julius O. B. Jacobsen, Tristan Clark, David S. Gregory, Andrea M. Nemeth, Stephanie Halford, Chris F. Inglehearn, Susan M. Downes, Graeme C. M. Black, Andrew R. Webster, Alison J. Hardcastle, Ukirdc, Vincent Plagnol

Bioinform., 2017

Pheno4J: a gene to phenotype graph database.

Sajid Mughal, Ismail Moghul, Jing Yu, Ukirdc, Tristan Clark, David S. Gregory, Nikolas Pontikos

Bioinform., 2017