Ali Gooya

Ali Gooya

University of Leeds

H-index: 22

Europe-United Kingdom

About Ali Gooya

Ali Gooya, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Leeds, specializes in the field of Medical Image Computing, Machine Learning.

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

A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs

4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+ t X-ray projections

Immune subtyping of melanoma whole slide images using multiple instance learning

An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation

Deep learning with visual explanation for radiotherapy-induced toxicity prediction

Toxicity prediction in pelvic radiotherapy using multiple instance learning and cascaded attention layers

DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame

A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment

Ali Gooya Information

University

Position

___

Citations(all)

2307

Citations(since 2020)

1632

Cited By

1342

hIndex(all)

22

hIndex(since 2020)

21

i10Index(all)

34

i10Index(since 2020)

27

Email

University Profile Page

University of Leeds

Google Scholar

View Google Scholar Profile

Ali Gooya Skills & Research Interests

Medical Image Computing

Machine Learning

Top articles of Ali Gooya

Title

Journal

Author(s)

Publication Date

A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs

Soodeh Kalaie

Andrew J Bulpitt

Alejandro F Frangi

Ali Gooya

2024/1/23

4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+ t X-ray projections

Computer Methods and Programs in Biomedicine

Arezoo Zakeri

Alireza Hokmabadi

Michael G Nix

Ali Gooya

Isuru Wijesinghe

...

2024/4/4

Immune subtyping of melanoma whole slide images using multiple instance learning

Medical Image Analysis

Lucy Godson

Navid Alemi

Jérémie Nsengimana

Graham P Cook

Emily L Clarke

...

2024/4/1

An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation

arXiv preprint arXiv:2403.06317

Soodeh Kalaie

Andy Bulpitt

Alejandro F Frangi

Ali Gooya

2024/3/10

Deep learning with visual explanation for radiotherapy-induced toxicity prediction

Behnaz Elhaminia

Alexandra Gilbert

Alejandro F Frangi

Andrew Scarsbrook

John Lilley

...

2023/4/7

Toxicity prediction in pelvic radiotherapy using multiple instance learning and cascaded attention layers

IEEE Journal of Biomedical and Health Informatics

Behnaz Elhaminia

Alexandra Gilbert

John Lilley

Moloud Abdar

Alejandro F Frangi

...

2023/1/23

DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame

Medical Image Analysis

Arezoo Zakeri

Alireza Hokmabadi

Ning Bi

Isuru Wijesinghe

Michael G Nix

...

2023/1/1

A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment

Medical Image Analysis

Arezoo Zakeri

Alireza Hokmabadi

Nishant Ravikumar

Alejandro F Frangi

Ali Gooya

2022/1/1

Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups

arXiv preprint arXiv:2202.11524

Lucy Godson

Navid Alemi

Jeremie Nsengimana

Graham P Cook

Emily L Clarke

...

2022/2/23

Deep learning for radiotherapy outcome prediction using dose data – a review

AL Appelt

B Elhaminia

A Gooya

A Gilbert

M Nix

2022/2/1

AutoConfidence: Per-patient validation for clinical confidence in deep learning for radiotherapy

RADIOTHERAPY AND ONCOLOGY

M Nix

D Bird

A Appelt

L Murray

H McCallum

...

2020/11

Simulation and Synthesis in Medical Imaging: 5th International Workshop, SASHIMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings

Ninon Burgos

David Svoboda

Jelmer M Wolterink

Can Zhao

2020/9/23

See List of Professors in Ali Gooya University(University of Leeds)

Co-Authors

H-index: 83
Steffen E Petersen

Steffen E Petersen

Queen Mary University of London

H-index: 77
Alejandro F Frangi

Alejandro F Frangi

University of Leeds

H-index: 72
Stefan K. Piechnik

Stefan K. Piechnik

University of Oxford

H-index: 39
Kilian M. Pohl

Kilian M. Pohl

Stanford University

H-index: 35
Ken Masamune

Ken Masamune

Tokyo Women's Medical University

H-index: 28
Zeike A. Taylor

Zeike A. Taylor

University of Leeds

academic-engine