Publications by authors named "Nils D Forkert"

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A novel gradient inversion attack framework to investigate privacy vulnerabilities during retinal image-based federated learning.
Christopher Nielsen, Matthias Wilms, Nils D Forkert

Med Image Anal· January 2026

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Csec-net: a novel deep features fusion and entropy-controlled firefly feature selection framework for leukemia classification.
Sarmad Maqsood, Robertas Damaševičius, Rytis Maskeliūnas, Nils D Forkert, Shahab Haider

Health Inf Sci Syst· December 2025

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Mild behavioural impairment-apathy and core Alzheimer's disease cerebrospinal fluid biomarkers.
Daniella Vellone, Rebeca Leon, Zahra Goodarzi, Nils D Forkert, Eric E Smith

Brain· December 2025

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Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare.
Emma A M Stanley, Roger Y Tsang, Haley Gillett, Raissa Souza, Vibujithan Vigneshwaran, Nils D Forkert

Nat Commun· December 2025

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Distinct visual biases affect humans and artificial intelligence in medical imaging diagnoses.
Graham A McLeod, Emma A M Stanley, Tom Rosenal, Nils D Forkert

NPJ Digit Med· December 2025

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Altered tryptophan metabolism and gut immune crosstalk in hypertensive middle-aged women.
Shrushti Shah, Chunlong Mu, Grace Shen-Tu, Kristina Schlicht, Nils D Forkert

Am J Physiol Heart Circ Physiol· November 2025

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Interpretable convolutional neural network for autism diagnosis support in children using structural magnetic resonance imaging datasets.
Garazi Casillas Martinez, Anthony Winder, Emma A M Stanley, Raissa Souza, Matthias Wilms, Nils D Forkert

J Med Imaging (Bellingham)· November 2025

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Digital dementia and testing of cognitive intervention for degenerating neural networks.
Jasmine A Moore, Vibujithan Vigneshwaran, Anthony J Winder, Chris Kang, Matthias Wilms, Nils D Forkert

NPJ Syst Biol Appl· November 2025

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Sex-specific relationships between gray matter volume and executive function in young children with and without prenatal alcohol exposure.
Madison Long, Preeti Kar, Nils D Forkert, Bennett A Landman, Gerald F Giesbrecht

Dev Cogn Neurosci· October 2025

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The future is in the background: background EEG patterns, not acute seizures, predict epilepsy and neurodevelopmental outcomes in neonatal HIE.
Kristine E Woodward, Pauline de Jesus, Kimberly Amador, Pauline Mouches, Marvin Braun, Nils D Forkert

Front Pediatr· October 2025

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Assessment of demographic bias in retinal age prediction machine learning models.
Christopher Nielsen, Emma A M Stanley, Matthias Wilms, Nils D Forkert

Front Artif Intell· October 2025

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A multimodal multitask deep learning model for predicting stroke lesion and functional outcomes using 4D CTP imaging and clinical metadata.
Kimberly Amador, Anthony J Winder, Jens Fiehler, Philip A Barber, Matthias Wilms, Nils D Forkert

Sci Rep· October 2025

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Accounting for population structure in deep learning models for genomic analysis.
Gabrielle Dagasso, Matthias Wilms, Raissa Souza, Nils D Forkert

J Biomed Inform· September 2025

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Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons.
Chris Kang, Jasmine A Moore, Samuel Robertson, Matthias Wilms, Emma K Towlson, Nils D Forkert

Neural Netw· July 2025

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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Maximilian Zenk, Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Nils D Forkert

Nat Commun· July 2025

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Biological heart and brain ageing in subjects with cardiovascular diseases.
Elizabeth Mcavoy, Matthias Wilms, Nils D Forkert

Front Cardiovasc Med· July 2025

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A Novel Foundation Model-Based Framework for Multimodal Retinal Age Prediction.
Christopher Nielsen, Matthias Wilms, Nils D Forkert

IEEE J Transl Eng Health Med· July 2025

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Brain Aging in Patients With Cardiovascular Disease From the UK Biobank.
Elizabeth Mcavoy, Emma A M Stanley, Anthony J Winder, Matthias Wilms, Nils D Forkert

Hum Brain Mapp· June 2025

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Using machine learning to investigate the influence of the prenatal chemical exposome on neurodevelopment of young children.
Gillian England-Mason, Sarah J MacEachern, Kimberly Amador, Munawar Hussain Soomro, Anthony J F Reardon, Nils D Forkert

Neurotoxicology· May 2025

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The retinal age gap: an affordable and highly accessible biomarker for population-wide disease screening across the globe.
Christopher Nielsen, Matthias Wilms, Nils Daniel Forkert

Proc Biol Sci· May 2025

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Highly efficient homomorphic encryption-based federated learning for diabetic retinopathy classification.
Christopher Nielsen, Matthias Wilms, Nils D Forkert

J Med Imaging (Bellingham)· May 2025

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Quantifying the relationship between cell proliferation and morphology during development of the face.
Lucas D Lo Vercio, Rebecca M Green, Andreas Dauter, Elizabeth C Barretto, Marta Vidal-García, Nils D Forkert

Development· April 2025

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Dimensionality reduction in 3D causal deep learning for neuroimage generation: an evaluation study.
Erik Y Ohara, Vibujithan Vigneshwaran, Raissa Souza, Finn G Vamosi, Matthias Wilms, Nils D Forkert

J Med Imaging (Bellingham)· March 2025

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Self-supervised identification and elimination of harmful datasets in distributed machine learning for medical image analysis.
Raissa Souza, Emma A M Stanley, Anthony J Winder, Chris Kang, Kimberly Amador, Nils D Forkert

NPJ Digit Med· February 2025

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Towards realistic simulation of disease progression in the visual cortex with CNNs.
Jasmine A Moore, Chris Kang, Vibujithan Vigneshwaran, Emma A M Stanley, Ashar Memon, Nils D Forkert

Sci Rep· February 2025

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