Adam Mahdi

According to our database, Adam Mahdi authored at least 29 papers between 2013 and 2025.

Collaborative distances:

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

2025

Review of multimodal machine learning approaches in healthcare.

Felix Krones, Umar Marikkar, Guy Parsons, Adam Szmul, Adam Mahdi

Inf. Fusion, 2025

2024

Large language models can help boost food production, but be mindful of their risks.

Djavan De Clercq, Elias Nehring, Harry Mayne, Adam Mahdi

Frontiers Artif. Intell., 2024

Improving In-Context Learning with Small Language Model Ensembles.

M. Mehdi Mojarradi, Lingyi Yang, Robert McCraith, Adam Mahdi

CoRR, 2024

Combining Hough Transform and Deep Learning Approaches to Reconstruct ECG Signals From Printouts.

Felix Krones, Ben Walker, Terry J. Lyons, Adam Mahdi

CoRR, 2024

Fine-tuning Large Language Models with Human-inspired Learning Strategies in Medical Question Answering.

Yushi Yang, Andrew M. Bean, Robert McCraith, Adam Mahdi

CoRR, 2024

Feasibility of machine learning-based rice yield prediction in India at the district level using climate reanalysis data.

Djavan De Clercq, Adam Mahdi

CoRR, 2024

Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest.

Felix H. Krones, Ben Walker, Guy Parsons, Terry J. Lyons, Adam Mahdi

CoRR, 2024

Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise?

Harry Mayne, Guy Parsons, Adam Mahdi

CoRR, 2024

2023

Identifiability Analysis and Noninvasive Online Estimation of the First-Order Neural Activation Dynamics in the Brain With Closed-Loop Transcranial Magnetic Stimulation.

Seyed Mohammad Mahdi Alavi, Adam Mahdi, Fidel Vila-Rodriguez, Stefan M. Goetz

IEEE Trans. Biomed. Eng., September, 2023

Exploring the Landscape of Large Language Models In Medical Question Answering: Observations and Open Questions.

Karolina Korgul, Andrew M. Bean, Felix Krones, Robert McCraith, Adam Mahdi

CoRR, 2023

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.

Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terry J. Lyons, Adam Mahdi

CoRR, 2023

LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification.

Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi

Proceedings of the IEEE International Conference on Image Processing, 2023

Multimodal Deep Learning Approach to Predicting Neurological Recovery From Coma After Cardiac Arrest.

Felix Krones, Benjamin Walker, Guy Parsons, Terry J. Lyons, Adam Mahdi

Proceedings of the Computing in Cardiology, 2023

2022

Multimodal Cardiomegaly Classification with Image-Derived Digital Biomarkers.

Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W. Papiez, Adam Mahdi

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection.

Benjamin Walker, Felix Krones, Ivan Kiskin, Guy Parsons, Terence Lyons, Adam Mahdi

Proceedings of the Computing in Cardiology, 2022

2021

Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data.

Declan Grant, Bartlomiej W. Papiez, Guy Parsons, Lionel Tarassenko, Adam Mahdi

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

2019

Uncertainty-Aware Model for Reliable Prediction of Sepsis in the ICU.

Marco A. F. Pimentel, Adam Mahdi, Oliver Redfern, Mauro D. Santos, Lionel Tarassenko

Proceedings of the 46th Computing in Cardiology, 2019

2018

Bayesian Inference in Non-Markovian State-Space Models With Applications to Battery Fractional-Order Systems.

Pierre E. Jacob, Seyed Mohammad Mahdi Alavi, Adam Mahdi, Stephen J. Payne, David A. Howey

IEEE Trans. Control. Syst. Technol., 2018

Estimation of HRV and SpO2 from wrist-worn commercial sensors for clinical settings.

Delaram Jarchi, Dario Salvi, Carmelo Velardo, Adam Mahdi, Lionel Tarassenko, David A. Clifton

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

Visualisation of long-term ECG signals applied to post-intensive care patients.

Delaram Jarchi, Adam Mahdi, Lionel Tarassenko, David A. Clifton

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

2017

Identifiability of Generalized Randles Circuit Models.

Seyed Mohammad Mahdi Alavi, Adam Mahdi, Stephen J. Payne, David A. Howey

IEEE Trans. Control. Syst. Technol., 2017

Conservation Laws in Biochemical Reaction Networks.

Adam Mahdi, Antoni Ferragut, Cláudia Valls, Carsten Wiuf

SIAM J. Appl. Dyn. Syst., 2017

A hybrid symbolic-numerical approach to the center-focus problem.

Adam Mahdi, Claudio Gomes Pessoa, Jonathan D. Hauenstein

J. Symb. Comput., 2017

Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG.

Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel, Adam Mahdi, Maarten De Vos

Proceedings of the Computing in Cardiology, 2017

2015

Structural identifiability of battery equivalent circuit models.

Seyed Mohammad Mahdi Alavi, Adam Mahdi, Stephen J. Payne, David A. Howey

CoRR, 2015

2014

An ensemble Kalman filter for statistical estimation of physics constrained nonlinear regression models.

John Harlim, Adam Mahdi, Andrew J. Majda

J. Comput. Phys., 2014

2013

Modeling the Afferent Dynamics of the Baroreflex Control System.

Adam Mahdi, Jacob Sturdy, Johnny T. Ottesen, Mette S. Olufsen

PLoS Comput. Biol., 2013

Center conditions and cyclicity for a family of cubic systems: Computer algebra approach.

Brigita Fercec, Adam Mahdi

Math. Comput. Simul., 2013

Center Problem for Third-Order ODEs.

Adam Mahdi

Int. J. Bifurc. Chaos, 2013