Matthew Madgwick

According to our database, Matthew Madgwick authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models.

Bharath Dandala, Michael M. Danziger, Ella Barkan, Tanwi Biswas, Viatcheslav Gurev, Jianying Hu, Matthew Madgwick, Akira Koseki, Tal Kozlovski, Michal Rosen-Zvi, Yishai Shimoni, Ching-Huei Tsou

CoRR, June, 2025

AutoXAI4Omics: an automated explainable AI tool for omics and tabular data.

James Strudwick, Laura-Jayne Gardiner, Kate Denning-James, Niina Haiminen, Ashley Evans, Jennifer Kelly, Matthew Madgwick, Filippo Utro, Ed Seabolt, Christopher Gibson, Bharat Bedi, Daniel Clayton, Ciaron Howell, Laxmi Parida, Anna Paola Carrieri

Briefings Bioinform., January, 2025

Quantum Machine Learning for Minimal Omics Datasets with Large Feature Space Using Embeddings and Feature Selection Techniques.

Mustafa Emre Sahin, Matthew Madgwick, James Strudwick, Vivek Sehra, Oscar Wallis, Hamed Javidi, Anna Paola Carrieri, Laxmi Parida, Lara Jehi, Stefano Mensa, Filippo Utro

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2022

SignaLink3: a multi-layered resource to uncover tissue-specific signaling networks.

Luca Csabai, Dávid Fazekas, Tamás Kadlecsik, Máté Szalay-Beko, Balázs Bohár, Matthew Madgwick, Dezsö Módos, Marton Olbei, Lejla Gul, Padhmanand Sudhakar, János Kubisch, Oyebode J. Oyeyemi, Orsolya Liska, Eszter Ari, Bernadette Hotzi, Viktor A. Billes, Eszter Molnár, László Földvári-Nagy, Kitti Csályi, Amanda Demeter, Nóra Pápai, Mihály Koltai, Máté Varga, Katalin Lenti, Illés J. Farkas, Dénes Türei, Péter Csermely, Tibor Vellai, Tamás Korcsmáros

Nucleic Acids Res., 2022

2021

ViralLink: An integrated workflow to investigate the effect of SARS-CoV-2 on intracellular signalling and regulatory pathways.

Agatha Treveil, Balázs Bohár, Padhmanand Sudhakar, Lejla Gul, Luca Csabai, Marton Olbei, Martina Poletti, Matthew Madgwick, Tahila Andrighetti, Isabelle Hautefort, Dezsö Módos, Tamás Korcsmáros

PLoS Comput. Biol., 2021