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Anne Martel

Anne Martel

University of Toronto

H-index: 36

North America-Canada

Contact Anne Martel

About Anne Martel

Anne Martel, With an exceptional h-index of 36 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Medical Imaging, Machine learning.

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

Understanding metric-related pitfalls in image analysis validation

Metrics reloaded: recommendations for image analysis validation.

VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model

A Convolutional Neural Network for Beamforming and Image Reconstruction in Passive Cavitation Imaging

Self Supervised Multi-view Graph Representation Learning in Digital Pathology

Masked Image Modeling for Label-Efficient Segmentation in Two-Photon Excitation Microscopy

Segmentation of Brain Metastases Using Background Layer Statistics (BLAST)

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

Anne Martel Information

University

Position

Medical Biophysics, University of Toronto. Physical Sciences, Sunnybrook Research Institute

Citations(all)

6271

Citations(since 2020)

3776

Cited By

3155

hIndex(all)

36

hIndex(since 2020)

25

i10Index(all)

96

i10Index(since 2020)

65

Email

University Profile Page

Google Scholar

Anne Martel Skills & Research Interests

Medical Imaging

Machine learning

Top articles of Anne Martel

Understanding metric-related pitfalls in image analysis validation

2024/2/12

Michael Baumgartner
Michael Baumgartner

H-Index: 21

Michela Antonelli
Michela Antonelli

H-Index: 19

Tal Arbel
Tal Arbel

H-Index: 24

Arriel Benis
Arriel Benis

H-Index: 8

Florian Buettner
Florian Buettner

H-Index: 29

Keyvan Farahani
Keyvan Farahani

H-Index: 21

Luciana Ferrer
Luciana Ferrer

H-Index: 20

Adrian Galdran
Adrian Galdran

H-Index: 17

Bram Van Ginneken
Bram Van Ginneken

H-Index: 71

Ben Glocker
Ben Glocker

H-Index: 48

Pierre Jannin
Pierre Jannin

H-Index: 28

Bernhard Kainz
Bernhard Kainz

H-Index: 27

Florian Kofler
Florian Kofler

H-Index: 3

Michal Kozubek
Michal Kozubek

H-Index: 16

Geert Litjens
Geert Litjens

H-Index: 11

Felix Nickel
Felix Nickel

H-Index: 24

Jens Petersen
Jens Petersen

H-Index: 12

Mauricio Reyes
Mauricio Reyes

H-Index: 3

Aleksei Tiulpin
Aleksei Tiulpin

H-Index: 8

Ben Van Calster
Ben Van Calster

H-Index: 44

Metrics reloaded: recommendations for image analysis validation.

2024/2/12

Florian Buettner
Florian Buettner

H-Index: 29

Ben Glocker
Ben Glocker

H-Index: 48

Michal Kozubek
Michal Kozubek

H-Index: 16

Mauricio Reyes
Mauricio Reyes

H-Index: 3

Michael Baumgartner
Michael Baumgartner

H-Index: 21

Michela Antonelli
Michela Antonelli

H-Index: 19

Tal Arbel
Tal Arbel

H-Index: 24

Arriel Benis
Arriel Benis

H-Index: 8

Keyvan Farahani
Keyvan Farahani

H-Index: 21

Luciana Ferrer
Luciana Ferrer

H-Index: 20

Adrian Galdran
Adrian Galdran

H-Index: 17

Bram Van Ginneken
Bram Van Ginneken

H-Index: 71

Robert Haase
Robert Haase

H-Index: 10

Pierre Jannin
Pierre Jannin

H-Index: 28

Bernhard Kainz
Bernhard Kainz

H-Index: 27

Florian Kofler
Florian Kofler

H-Index: 3

Geert Litjens
Geert Litjens

H-Index: 11

Felix Nickel
Felix Nickel

H-Index: 24

Jens Petersen
Jens Petersen

H-Index: 12

Maarten Van Smeden
Maarten Van Smeden

H-Index: 20

Aleksei Tiulpin
Aleksei Tiulpin

H-Index: 8

Ben Van Calster
Ben Van Calster

H-Index: 44

VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model

arXiv preprint arXiv:2311.09958

2023/11/16

Geoff Klein
Geoff Klein

H-Index: 3

A Convolutional Neural Network for Beamforming and Image Reconstruction in Passive Cavitation Imaging

Sensors

2023/10/27

Matthew Li
Matthew Li

H-Index: 1

Anne Martel
Anne Martel

H-Index: 17

Kullervo Hynynen
Kullervo Hynynen

H-Index: 67

Self Supervised Multi-view Graph Representation Learning in Digital Pathology

2023/10/8

Masked Image Modeling for Label-Efficient Segmentation in Two-Photon Excitation Microscopy

2023/10/8

Adrienne Dorr
Adrienne Dorr

H-Index: 14

Bojana Stefanovic
Bojana Stefanovic

H-Index: 38

Anne Martel
Anne Martel

H-Index: 17

Maged Goubran
Maged Goubran

H-Index: 18

Segmentation of Brain Metastases Using Background Layer Statistics (BLAST)

American Journal of Neuroradiology

2023/10/1

Chris Heyn
Chris Heyn

H-Index: 17

Tony Kang
Tony Kang

H-Index: 27

Anish Kapadia
Anish Kapadia

H-Index: 6

Peter Howard
Peter Howard

H-Index: 4

Maged Goubran
Maged Goubran

H-Index: 18

Anne Martel
Anne Martel

H-Index: 17

Arjun Sahgal
Arjun Sahgal

H-Index: 52

ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI

NeuroImage

2023/9/1

Mahdi Biparva
Mahdi Biparva

H-Index: 2

Robert Bartha
Robert Bartha

H-Index: 31

Chris Heyn
Chris Heyn

H-Index: 17

Richard H Swartz
Richard H Swartz

H-Index: 32

Maged Goubran
Maged Goubran

H-Index: 18

Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation

arXiv preprint arXiv:2306.13990

2023/6/24

Jianan Chen
Jianan Chen

H-Index: 6

Anne Martel
Anne Martel

H-Index: 17

Targeting tumour-associated macrophages in hodgkin lymphoma using engineered extracellular matrix-mimicking cryogels

Biomaterials

2023/6/1

Joy Lu
Joy Lu

H-Index: 4

Jianan Chen
Jianan Chen

H-Index: 6

Martin Yaffe
Martin Yaffe

H-Index: 49

Ink removal in whole slide images using hallucinated data

2023/4/6

Identification of molecular cell type of breast cancer on digital histopathology images using deep learning and multiplexed fluorescence imaging

2023/4/6

Dan Wang
Dan Wang

H-Index: 17

Integrated image-processing and transcriptomic analysis of cancer-associated fibroblasts (CAFs) in breast cancer subtypes

2023/4/6

Dan Wang
Dan Wang

H-Index: 17

Jianan Chen
Jianan Chen

H-Index: 6

A radiomic biomarker for prognosis of resected colorectal cancer liver metastases generalizes across MRI contrast agents

Frontiers in Oncology

2023/2/2

Jianan Chen
Jianan Chen

H-Index: 6

Guillaume Martel
Guillaume Martel

H-Index: 22

Albert Lee
Albert Lee

H-Index: 11

Chirag Patel
Chirag Patel

H-Index: 8

Metrics reloaded: Pitfalls and recommendations for image analysis validation. 2022

arXiv. org

2022/7/7

Removing non-nuclei information from histopathological images: A preprocessing step towards improving nuclei segmentation methods

Journal of Pathology Informatics

2023/1/1

Eduardo Romero
Eduardo Romero

H-Index: 19

General stain deconvolution of histopathology images with physics-guided deep learning

bioRxiv

2022/12/10

Jianan Chen
Jianan Chen

H-Index: 6

Dan Wang
Dan Wang

H-Index: 17

Head and neck tumor segmentation with 3D UNet and survival prediction with multiple instance neural network

2022/9/22

Jianan Chen
Jianan Chen

H-Index: 6

BI-RADS BERT and using section segmentation to understand radiology reports

Journal of Imaging

2022/5/9

Metrics reloaded-a new recommendation framework for biomedical image analysis validation

2022/4/25

Ben Glocker
Ben Glocker

H-Index: 48

Michal Kozubek
Michal Kozubek

H-Index: 16

Mauricio Reyes
Mauricio Reyes

H-Index: 3

Michael Baumgartner
Michael Baumgartner

H-Index: 21

Ali Emre Kavur
Ali Emre Kavur

H-Index: 5

Michela Antonelli
Michela Antonelli

H-Index: 19

Tal Arbel
Tal Arbel

H-Index: 24

Arriel Benis
Arriel Benis

H-Index: 8

Keyvan Farahani
Keyvan Farahani

H-Index: 21

Bram Van Ginneken
Bram Van Ginneken

H-Index: 71

Pierre Jannin
Pierre Jannin

H-Index: 28

Geert Litjens
Geert Litjens

H-Index: 11

Anne Martel
Anne Martel

H-Index: 17

David Moher
David Moher

H-Index: 118

Felix Nickel
Felix Nickel

H-Index: 24

Jens Petersen
Jens Petersen

H-Index: 12

Maarten Van Smeden
Maarten Van Smeden

H-Index: 20

Ben Van Calster
Ben Van Calster

H-Index: 44

See List of Professors in Anne Martel University(University of Toronto)

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