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MicroRNA signatures in genetic frontotemporal dementia and amyotrophic lateral sclerosis

Virgilio Kmetzsch , Morwena Latouche , Dario Saracino , Daisy Rinaldi , Agnès Camuzat , et al.
Annals of Clinical and Translational Neurology, 2022, pp.1-14. ⟨10.1002/acn3.51674⟩
Article dans une revue hal-03826747v1
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Multimodal analysis of neuroimaging and transcriptomic data in genetic frontotemporal dementia

Virgilio Kmetzsch
Machine Learning [stat.ML]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS279⟩
Thèse tel-03892615v2
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Subtle anomaly detection: Application to brain MRI analysis of de novo Parkinsonian patients

Verónica Muñoz-Ramírez , Virgilio Kmetzsch , Florence Forbes , Sara Meoni , Elena Moro , et al.
Artificial Intelligence in Medicine, 2022, 125, pp.102251. ⟨10.1016/j.artmed.2022.102251⟩
Article dans une revue hal-03578350v1
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Plasma microRNA signature in presymptomatic and symptomatic subjects with C9orf72-associated frontotemporal dementia and amyotrophic lateral sclerosis

Virgilio Kmetzsch , Vincent Anquetil , Dario Saracino , Daisy Rinaldi , Agnès Camuzat , et al.
Journal of Neurology, Neurosurgery and Psychiatry, 2020, 92 (5), pp.485-493. ⟨10.1136/jnnp-2020-324647⟩
Article dans une revue hal-03046771v1
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A multimodal variational autoencoder for estimating progression scores from imaging and microRNA data in rare neurodegenerative diseases

Virgilio Kmetzsch , Emmanuelle Becker , Dario Saracino , Vincent Anquetil , Daisy Rinaldi , et al.
SPIE Medical Imaging 2022: Image Processing, Feb 2022, San Diego, California, United States. pp.376-382, ⟨10.1117/12.2607250⟩
Communication dans un congrès hal-03576117v1

Highlight on Computing disease progression scores using multimodal variational autoencoders trained with neuroimaging and microRNA data

Virgilio Kmetzsch , Emmanuelle Becker , Dario Saracino , Vincent Anquetil , Daisy Rinaldi , et al.
Jobim 2022 - Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France
Communication dans un congrès hal-03877191v1