Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

December 6, 2021
Preprint
Open Access

Molecular Graph Contrastive Learning with Parameterized Explainable Augmentations

BioRxiv : the Preprint Server for Biology
Yingheng WangJ. Wu
December 5, 2021
Preprint
Open Access

Deep-learning microscopy image reconstruction with quality control reveals second-scale rearrangements in RNA polymerase II clusters

BioRxiv : the Preprint Server for Biology
H. HajiabadiLennart Hilbert
December 5, 2021
Preprint
Open Access

Liver Volumetry from Magnetic Resonance Images with Convolutional Neural Networks

MedRxiv : the Preprint Server for Health Sciences
S. L. SaundersPatrick J Bolan
December 4, 2021
Preprint
Open Access

Multiplexed high-throughput immune cell imaging reveals molecular health-associated phenotypes

BioRxiv : the Preprint Server for Biology
Y. SeverinBerend Snijder
December 5, 2021

DiversityScanner: Robotic handling of small invertebrates with machine learning methods.

Molecular Ecology Resources
Lorenz WührlRudolf Meier
December 4, 2021
Review

Clinical Pharmacology in Drug Development for Rare Diseases in Neurology: Contributions and Opportunities.

Clinical Pharmacology and Therapeutics
Bilal AbuasalMehul Mehta
December 5, 2021

Music Training as a Potential Neuroprotective Agent.

Psychiatria Danubina
Massimo PiccirilliSandro Elisei
December 5, 2021

Deep brain stimulation of the centromedian thalamic nucleus for the treatment of FIRES.

Epilepsia Open
Jasmine L HectTaylor J Abel
December 5, 2021

LectinOracle: A Generalizable Deep Learning Model for Lectin-Glycan Binding Prediction.

Advanced Science
Jon LundstrømDaniel Bojar
December 5, 2021
Review

What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics.

Human Genetics
Anthony M MusolfJoan E Bailey-Wilson
December 5, 2021
Review

A comprehensive review of machine learning techniques on diabetes detection.

Visual Computing for Industry, Biomedicine and Art
Toshita Sharma, Manan Shah
December 5, 2021

Machine Learning in Neuro-Oncology, Epilepsy, Alzheimer's Disease, and Schizophrenia.

Acta Neurochirurgica. Supplement
Mason EnglishNicholas Dietz
December 5, 2021

Radiomic Features Associated with Extent of Resection in Glioma Surgery.

Acta Neurochirurgica. Supplement
Giovanni MuscasAlessandro Della Puppa
December 5, 2021

Machine Learning and Intracranial Aneurysms: From Detection to Outcome Prediction.

Acta Neurochirurgica. Supplement
Vittorio StumpoCarmelo Lucio Sturiale
December 5, 2021

Big Data in the Clinical Neurosciences.

Acta Neurochirurgica. Supplement
G Damian BruskoMichael Y Wang
December 5, 2021

Overview of Algorithms for Natural Language Processing and Time Series Analyses.

Acta Neurochirurgica. Supplement
James FeghaliTej D Azad
December 5, 2021

A Brief History of Machine Learning in Neurosurgery.

Acta Neurochirurgica. Supplement
Andrew T SchillingTej D Azad
December 5, 2021

Foundations of Multiparametric Brain Tumour Imaging Characterisation Using Machine Learning.

Acta Neurochirurgica. Supplement
Anne JianAntonio Di Ieva
December 5, 2021

Tackling the Complexity of Lesion-Symptoms Mapping: How to Bridge the Gap Between Data Scientists and Clinicians?

Acta Neurochirurgica. Supplement
Emmanuel Mandonnet, Bertrand Thirion

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