Ghassan Hamarneh

Ghassan Hamarneh

Simon Fraser University

H-index: 56

North America-Canada

About Ghassan Hamarneh

Ghassan Hamarneh, With an exceptional h-index of 56 and a recent h-index of 42 (since 2020), a distinguished researcher at Simon Fraser University, specializes in the field of Medical Image Analysis, Medical Image Computing, Machine Learning, Deep Learning, Computer Vision.

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

Super-resolution single molecule network analysis (SuperResNET) detects changes to clathrin structure by small molecule inhibitors

SuperResNET single molecule localization microscopy model-free network analysis of Nup96 achieves molecular resolution

nERdy: network analysis of endoplasmic reticulum dynamics

Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields

Evaluating the clinical utility of artificial intelligence assistance and its explanation on the glioma grading task

DermSynth3D: Synthesis of in-the-wild annotated dermatology images

Enhanced direct joint attenuation and scatter correction of whole-body PET images via context-aware deep networks

Multi-sample -mixup: richer, more realistic synthetic samples from a p-series interpolant

Ghassan Hamarneh Information

University

Position

Computing Science

Citations(all)

13162

Citations(since 2020)

7390

Cited By

8155

hIndex(all)

56

hIndex(since 2020)

42

i10Index(all)

226

i10Index(since 2020)

131

Email

University Profile Page

Simon Fraser University

Google Scholar

View Google Scholar Profile

Ghassan Hamarneh Skills & Research Interests

Medical Image Analysis

Medical Image Computing

Machine Learning

Deep Learning

Computer Vision

Top articles of Ghassan Hamarneh

Title

Journal

Author(s)

Publication Date

Super-resolution single molecule network analysis (SuperResNET) detects changes to clathrin structure by small molecule inhibitors

bioRxiv

Timothy H Wong

Ismail M Khater

Christian Hallgrimson

Y Lydia Li

Ghassan Hamarneh

...

2024

SuperResNET single molecule localization microscopy model-free network analysis of Nup96 achieves molecular resolution

YL Li

IM Khater

C Hallgrimson

B Cardoen

TH Wong

...

2024/3/13

nERdy: network analysis of endoplasmic reticulum dynamics

bioRxiv

Ashwin Samudre

Guang Gao

Ben Cardoen

Ivan Robert Nabi

Ghassan Hamarneh

2024

Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields

arXiv preprint arXiv:2403.08974

Ashish Sinha

Ghassan Hamarneh

2024/3/13

Evaluating the clinical utility of artificial intelligence assistance and its explanation on the glioma grading task

Artificial Intelligence in Medicine

Weina Jin

Mostafa Fatehi

Ru Guo

Ghassan Hamarneh

2024/2/1

DermSynth3D: Synthesis of in-the-wild annotated dermatology images

Medical Image Analysis

Ashish Sinha

Jeremy Kawahara

Arezou Pakzad

Kumar Abhishek

Matthieu Ruthven

...

2024/3/26

Enhanced direct joint attenuation and scatter correction of whole-body PET images via context-aware deep networks

Zeitschrift für Medizinische Physik

Saeed Izadi

Isaac Shiri

Carlos F Uribe

Parham Geramifar

Habib Zaidi

...

2024/2/1

Multi-sample -mixup: richer, more realistic synthetic samples from a p-series interpolant

Journal of big Data

Kumar Abhishek

Colin J Brown

Ghassan Hamarneh

2024/3/23

Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets

arXiv preprint arXiv:2401.14497

Kumar Abhishek

Aditi Jain

Ghassan Hamarneh

2024/1/25

SuperResNET GUI: model-free single molecule network analysis software achieves molecular resolution of Nup96

bioRxiv

Y Lydia Li

Ismail M Khater

Christian Hallgrimson

Ben Cardoen

Timothy H Wong

...

2024/3/13

Image denoising in the deep learning era

Artificial Intelligence Review

Saeed Izadi

Darren Sutton

Ghassan Hamarneh

2023/7

Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification

Nourhan Bayasi

Siyi Du

Ghassan Hamarneh

Rafeef Garbi

2023/10/8

Log-Paradox: Necessary and sufficient conditions for confounding statistically significant pattern reversal under the log-transform

arXiv preprint arXiv:2302.04780

Ben Cardoen

Hanene Ben Yedder

Sieun Lee

Ivan Robert Nabi

Ghassan Hamarneh

2023/2/9

-mixup: Richer, More Realistic Mixing of Multiple Images

Kumar Abhishek

Colin Joseph Brown

Ghassan Hamarneh

2023/4/28

Mouth2Audio: intelligible audio synthesis from videos with distinctive vowel articulation

International Journal of Speech Technology

Saurabh Garg

Haoyao Ruan

Ghassan Hamarneh

Dawn M Behne

Allard Jongman

...

2023/7

AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets

Siyi Du

Nourhan Bayasi

Ghassan Hamarneh

Rafeef Garbi

2023/10/8

Characterization of trichome phenotypes to assess maturation and flower development in Cannabis sativa L.(cannabis) by automatic trichome gland analysis

Smart Agricultural Technology

Darren B Sutton

Zamir K Punja

Ghassan Hamarneh

2023/2/1

Different facial cues for different speech styles in mandarin tone articulation

Frontiers in Communication

Saurabh Garg

Ghassan Hamarneh

Joan Sereno

Allard Jongman

Yue Wang

2023/4/28

A survey on deep learning for skin lesion segmentation

Zahra Mirikharaji

Kumar Abhishek

Alceu Bissoto

Catarina Barata

Sandra Avila

...

2023/6/9

SYRAC: Synthesize, Rank, and Count

arXiv preprint arXiv:2310.01662

Adriano D'Alessandro

Ali Mahdavi-Amiri

Ghassan Hamarneh

2023/10/2

See List of Professors in Ghassan Hamarneh University(Simon Fraser University)

Co-Authors

H-index: 86
Steven P Miller

Steven P Miller

University of Toronto

H-index: 64
Hao (Richard) Zhang

Hao (Richard) Zhang

Simon Fraser University

H-index: 22
Oliver van Kaick

Oliver van Kaick

Carleton University

H-index: 14
Jeremy Kawahara

Jeremy Kawahara

Simon Fraser University

H-index: 12
Shawn Andrews

Shawn Andrews

Simon Fraser University

H-index: 11
Weina Jin, M.D.

Weina Jin, M.D.

Simon Fraser University

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