Thomas Walter

Thomas Walter

MINES ParisTech

H-index: 32

Europe-France

About Thomas Walter

Thomas Walter, With an exceptional h-index of 32 and a recent h-index of 25 (since 2020), a distinguished researcher at MINES ParisTech, specializes in the field of Computer Vision, Artificial Intelligence, Computational Pathology, High Content Screening.

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

Simple and efficient confidence score for grading whole slide images

Image‐based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno‐oncology Biomarker Working Group on Breast Cancer

AI-Augmented Pathology for Head and Neck Squamous Lesions Improves Non-HN Pathologist Agreement to Expert Level

Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology

Diagnosis with confidence: deep learning for reliable classification of laryngeal dysplasia

pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging

Democratizing computational pathology: optimized Whole Slide Image representations for The Cancer Genome Atlas

Cancer du sein-Utilisation de l’intelligence artificielle pour prédire le statut tumoral relatif à la recombinaison homologue

Thomas Walter Information

University

Position

Researcher and Institut Curie

Citations(all)

7967

Citations(since 2020)

3642

Cited By

5778

hIndex(all)

32

hIndex(since 2020)

25

i10Index(all)

43

i10Index(since 2020)

37

Email

University Profile Page

MINES ParisTech

Google Scholar

View Google Scholar Profile

Thomas Walter Skills & Research Interests

Computer Vision

Artificial Intelligence

Computational Pathology

High Content Screening

Top articles of Thomas Walter

Title

Journal

Author(s)

Publication Date

Simple and efficient confidence score for grading whole slide images

Mélanie Lubrano

Yaëlle Bellahsen Harrar

Rutger RH Fick

Cécile Badoual

Thomas Walter

2024/1/23

Image‐based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno‐oncology Biomarker Working Group on Breast Cancer

Chowdhury Arif Jahangir

David B Page

Glenn Broeckx

Claudia A Gonzalez

Caoimbhe Burke

...

2024/1/17

AI-Augmented Pathology for Head and Neck Squamous Lesions Improves Non-HN Pathologist Agreement to Expert Level

Yaëlle Bellahsen-Harrar

Mélanie Lubrano

Charles Lépine

Aurélie Beaufrère

Claire Bocciarelli

...

2024/1/16

Self-supervised learning to predict intrahepatic cholangiocarcinoma transcriptomic classes on routine histology

bioRxiv

Aurelie Beaufrere

Tristan Lazard

Remy Nicolle

Gwladys Lubuela

Jeremy Augustin

...

2024

Diagnosis with confidence: deep learning for reliable classification of laryngeal dysplasia

Histopathology

Mélanie Lubrano

Yaëlle Bellahsen‐Harrar

Sylvain Berlemont

Sarah Atallah

Emmanuelle Vaz

...

2024/1

pyHiM: a new open-source, multi-platform software package for spatial genomics based on multiplexed DNA-FISH imaging

Genome Biology

Xavier Devos

Jean-Bernard Fiche

Marion Bardou

Olivier Messina

Christophe Houbron

...

2024/2/13

Democratizing computational pathology: optimized Whole Slide Image representations for The Cancer Genome Atlas

bioRxiv

Tristan Lazard

Marvin Lerousseau

Sophie Gardrat

Anne Vincent-Salomon

Marc-Henri Stern

...

2023

Cancer du sein-Utilisation de l’intelligence artificielle pour prédire le statut tumoral relatif à la recombinaison homologue

médecine/sciences

Tristan Lazard

Guillaume Bataillon

Thomas Walter

Anne Vincent Salomon

2023/12/1

Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno‐Oncology Biomarker Working Group on Breast …

David B Page

Glenn Broeckx

Chowdhury Arif Jahangir

Sara Verbandt

Rajarsi R Gupta

...

2023/8

Cell segmentation in images without structural fluorescent labels

Biological Imaging

Daniel Zyss

Susana A Ribeiro

Mary JC Ludlam

Thomas Walter

Amin Fehri

2023/1

Prediction of homologous recombination status with deep learning on breast cancer whole slide images

Medecine sciences: M/S

Tristan Lazard

Guillaume Bataillon

Thomas Walter

Anne Vincent Salomon

2023/12

Evaluating AI-Assistance for Pathologists in Diagnosing and Grading Laryngeal Lesions

medRxiv

Yaëlle Bellahsen-Harrar

Mélanie Lubrano

Charles Lépine

Aurélie Beaufrère

Claire Bocciarelli

...

2023/7/24

Giga-ssl: Self-supervised learning for gigapixel images

Tristan Lazard

Marvin Lerousseau

Etienne Decencière

Thomas Walter

2023

Models including pathological and radiomic features vs clinical models in predicting outcome of patients with metastatic non-small cell lung cancer treated with immunotherapy.

Nicolas Captier

Marvin Lerousseau

Fanny Orlhac

Narinée Hovhannisyan

Marie Luporsi

...

2023/6/1

Choquet Capacity networks for random point process classification

Mehran Mohammadi

Santiago Velasco-Forero

François Willot

Mateus Sangalli

Thomas Walter

...

2023/10/19

HT-smFISH: a cost-effective and flexible workflow for high-throughput single-molecule RNA imaging

Adham Safieddine

Emeline Coleno

Frederic Lionneton

Abdel-Meneem Traboulsi

Soha Salloum

...

2023/1

An interactive murine single-cell atlas of the lung responses to radiation injury

Nature Communications

Sandra Curras-Alonso

Juliette Soulier

Thomas Defard

Christian Weber

Sophie Heinrich

...

2023/4/28

Analyse d’images histologiques par intelligence artificielle (deep learning) pour l’évaluation pronostique des corticosurrénalomes

Annales d'Endocrinologie

A Jouinot

F Violon

T Lazard

B Terris

M Sibony

...

2023/10/1

A point cloud segmentation framework for image-based spatial transcriptomics

bioRxiv

Thomas Defard

Hugo Laporte

Ayan Mallick

Juliette Soulier

Sandra Curras-Alonso

...

2023

Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on …

Jeppe Thagaard

Glenn Broeckx

David B Page

Chowdhury Arif Jahangir

Sara Verbandt

...

2023/8

See List of Professors in Thomas Walter University(MINES ParisTech)

Co-Authors

H-index: 78
Nils Gehlenborg

Nils Gehlenborg

Harvard University

H-index: 76
Anne E. Carpenter

Anne E. Carpenter

Harvard University

H-index: 42
David Shattuck

David Shattuck

University of California, Los Angeles

H-index: 37
James Costello

James Costello

University of Colorado Denver

H-index: 26
urban liebel

urban liebel

Karlsruher Institut für Technologie

H-index: 26
Etienne DECENCIERE

Etienne DECENCIERE

MINES ParisTech

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