Mark Eastwood

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Venues

Bournemouth University, Poole, UK (PHD)

Education History

Bournemouth University, Poole, UK

PHD

Publications

Neda Zamanitajeddin, Mostafa Jahanifar, Mohsin Bilal, Mark Eastwood, Nasir M. Rajpoot
Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer. Medical Image Anal. 93 (2024)
Mark Eastwood, John Pocock, Mostafa Jahanifar, Adam Shephard, Skiros Habib, Ethar Alzaid, Abdullah Alsalemi, Jan Lukas Robertus, Nasir M. Rajpoot, Shan E Ahmed Raza, Fayyaz Minhas
TIAViz: A Browser-based Visualization Tool for Computational Pathology Models. CoRR (2024)
Mark Eastwood, Heba Sailem, Silviu Tudor Marc, Xiaohong Gao, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz ul Amir Afsar Minhas, Jan Lukas Robertus
MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images. CoRR (2023)
Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot
An aggregation of aggregation methods in computational pathology. Medical Image Anal. 88 (2023)
Mark Eastwood, Silviu Tudor Marc, Xiaohong Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz Minhas, Jan Lukas Robertus
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. Artif. Intell. Medicine 143 (2023)
Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot
An Aggregation of Aggregation Methods in Computational Pathology. CoRR (2022)
Mark Eastwood, Silviu Tudor Marc, Xiaohong Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz A. Minhas, Jan Lukas Robertus
Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. AIME (2022)
Callum Christopher Mackenzie, Muhammad Dawood, Simon Graham, Mark Eastwood, Fayyaz ul Amir Afsar Minhas
Neural Graph Modelling of Whole Slide Images for Survival Ranking. LoG (2022)
Ariel Ruiz-Garcia, Nicola Webb, Vasile Palade, Mark Eastwood, Mark Elshaw
Deep Learning for Real Time Facial Expression Recognition in Social Robots. ICONIP (5) (2018)
Alexandros Konios, Yanguo Jing, Mark Eastwood, Bo Tan
Unifying and Analysing Activities of Daily Living in Extra Care Homes. DASC/PiCom/DataCom/CyberSciTech (2018)
Erik Barrow, Mark Eastwood, Chrisina Jayne
Deep CNNs with Rotational Filters for Rotation Invariant Character Recognition. IJCNN (2018)
Yanguo Jing, Mark Eastwood, Bo Tan, Alexandros Konios, Abdul Hamid, Mark Collinson
An intelligent well-being monitoring system for residents in extra care homes. IML (2017)
Erik Barrow, Mark Eastwood, Chrisina Jayne
Selective Dropout for Deep Neural Networks. ICONIP (3) (2016)
Erik Barrow, Chrisina Jayne, Mark Eastwood
Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images. ICONIP (4) (2015)
Mark Eastwood, Chrisina Jayne
Evaluation of hyperbox neural network learning for classification. Neurocomputing 133 (2014)
Mark Eastwood, Chrisina Jayne
Dual Deep Neural Network approach to matching data in different modes. IJCNN (2014)
Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. IDA (2014)
Mark Eastwood, Chrisina Jayne
Restricted Boltzmann machines for pre-training deep Gaussian networks. IJCNN (2013)
Mark Eastwood, Bogdan Gabrys
Generalised bottom-up pruning: A model level combination of decision trees. Expert Syst. Appl. 39 (10) (2012)
Mark Eastwood, Petr Kadlec
Interpretable, Online Soft-Sensors for Process Control. ICDM Workshops (2011)
Mark Eastwood, Bogdan Gabrys
Model level combination of tree ensemble hyperboxes via GFMM. FSKD (2011)
Mark Eastwood, Bogdan Gabrys
A Non-sequential Representation of Sequential Data for Churn Prediction. KES (1) (2009)
Mark Eastwood, Bogdan Gabrys
The Dynamics of Negative Correlation Learning. J. VLSI Signal Process. 49 (2) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mark Eastwood