Daniele Ravì

Daniele Ravì

University College London

H-index: 21

Europe-United Kingdom

About Daniele Ravì

Daniele Ravì, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at University College London, specializes in the field of AI for Medical Imaging, Machine Learning, AI for Healthcare, Smart Sensing, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training

DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification

Deformably-scaled transposed convolution

An explainable medical imaging framework for modality classifications trained using small datasets

Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia

Augmenting Dementia Cognitive Assessment with Instruction-less Eye-tracking Tests

Augmenting cognitive assessment with instruction‐less Eye‐tracking tests: A machine learning approach for detecting abnormal oculomotor biomarkers: Mapping dementia …

Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approaches

Daniele Ravì Information

University

Position

Senior Postdoc at - Centre for Medical Image Computing (CMIC)

Citations(all)

3826

Citations(since 2020)

3157

Cited By

1993

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

28

i10Index(since 2020)

20

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Daniele Ravì Skills & Research Interests

AI for Medical Imaging

Machine Learning

AI for Healthcare

Smart Sensing

Deep Learning

Top articles of Daniele Ravì

Title

Journal

Author(s)

Publication Date

An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training

Medical Image Analysis

Daniele Ravi

Frederik Barkhof

Daniel C Alexander

Lemuel Puglisi

Geoffrey JM Parker

...

2024/1/1

DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification

arXiv preprint arXiv:2302.13057

Lemuel Puglisi

Frederik Barkhof

Daniel C Alexander

Geoffrey JM Parker

Arman Eshaghi

...

2023/2/25

Deformably-scaled transposed convolution

arXiv preprint arXiv:2210.09446

Stefano B Blumberg

Daniele Raví

Mou-Cheng Xu

Matteo Figini

Iasonas Kokkinos

...

2022/10/17

An explainable medical imaging framework for modality classifications trained using small datasets

Francesca Trenta

Sebastiano Battiato

Daniele Ravì

2022/5/15

Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia

Medical image analysis

Daniele Ravi

Stefano B Blumberg

Silvia Ingala

Frederik Barkhof

Daniel C Alexander

...

2022/1/1

Augmenting Dementia Cognitive Assessment with Instruction-less Eye-tracking Tests

IEEE Journal of Biomedical and Health Informatics

Kyriaki Mengoudi

Daniele Ravi'

Keir XX Yong

Silvia Primativo

Ivanna Pavisic

...

2020/6/24

Augmenting cognitive assessment with instruction‐less Eye‐tracking tests: A machine learning approach for detecting abnormal oculomotor biomarkers: Mapping dementia …

Alzheimer's & Dementia

Kyriaki Mengoudi

Daniele Ravi

Keir XX Yong

Silvia Primativo

Ivanna M Pavisic

...

2020/12

Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approaches

International journal of computer assisted radiology and surgery

Agnieszka Barbara Szczotka

Dzhoshkun Ismail Shakir

Daniele Ravì

Matthew J Clarkson

Stephen P Pereira

...

2020/7

See List of Professors in Daniele Ravì University(University College London)

Co-Authors

H-index: 191
Frederik Barkhof

Frederik Barkhof

Vrije Universiteit Amsterdam

H-index: 92
Geoff JM Parker

Geoff JM Parker

University College London

H-index: 60
Tom Vercauteren

Tom Vercauteren

King's College London

H-index: 55
Benny Lo

Benny Lo

Imperial College London

H-index: 49
Sebastiano Battiato

Sebastiano Battiato

Università degli Studi di Catania

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