Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images

Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images

<p>We present a multiple-instance-learning-based scheme for detecting coeliac disease, an autoimmune disorder affecting the intestine, in histological whole-slide images (WSIs) of duodenal biopsies. We train our model to detect 2 distinct classes, normal tissue and coeliac disease, on...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Denholm, J, Schreiber, BA, Evans, SC, Crook, OM, Sharma, A, Watson, JL, Bancroft, H, Langman, G, Gilbey, JD, Schönlieb, C-B, Arends, MJ, Soilleux, EJ
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Elsevier 2022

Míreanna comhchosúla

Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images
de réir: J. Denholm, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images
de réir: B.A. Schreiber, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Rapid artefact removal and H&E-stained tissue segmentation
de réir: B. A. Schreiber, et al.
Foilsithe / Cruthaithe: (2024-01-01)

CD, or not CD, that is the question: a digital interobserver agreement study in coeliac disease
de réir: Mark J Arends, et al.
Foilsithe / Cruthaithe: (2024-07-01)

Fully automated real-time PCR for EGFR testing in non-small cell lung carcinoma
de réir: Colling, R, et al.
Foilsithe / Cruthaithe: (2018)

Association between coeliac disease and cardiovascular disease: prospective analysis of UK Biobank data
de réir: Elizabeth Soilleux, et al.
Foilsithe / Cruthaithe: (2023-07-01)

Contribution of histological, serological, and genetic factors to the clinical heterogeneity of adult-onset coeliac disease.
de réir: Thomas, H, et al.
Foilsithe / Cruthaithe: (2009)

Classification of intestinal T-cell receptor repertoires using machine learning methods can identify patients with coeliac disease regardless of dietary gluten status
de réir: Foers, AD, et al.
Foilsithe / Cruthaithe: (2021)

The immunology of coeliac disease.
de réir: Mantzaris, G, et al.
Foilsithe / Cruthaithe: (1990)

Misdiagnosis of coeliac disease
de réir: R. Nardi, et al.
Foilsithe / Cruthaithe: (2013-05-01)

The histological slides and drawings of Cajal
de réir: Pablo Garcia-Lopez, et al.
Foilsithe / Cruthaithe: (2010-03-01)

Neighborhood attention transformer multiple instance learning for whole slide image classification
de réir: Rukhma Aftab, et al.
Foilsithe / Cruthaithe: (2024-08-01)

An Interpretable Classification Model Using Gluten-Specific TCR Sequences Shows Diagnostic Potential in Coeliac Disease
de réir: Anna Fowler, et al.
Foilsithe / Cruthaithe: (2023-11-01)

Fibrosis severity scoring on Sirius red histology with multiple-instance deep learning
de réir: Sneha N. Naik, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Coeliac disease: an update for pathologists.
de réir: Dickson, B, et al.
Foilsithe / Cruthaithe: (2006)

An Anomalous Branching of Coeliac Trunk
de réir: Jadhav Surekha D, et al.
Foilsithe / Cruthaithe: (2013-07-01)

Coeliac disease in the oral mucosa?
de réir: David Bernardo

Comparison of DNA methylation profiles from saliva in Coeliac disease and non-coeliac disease individuals
de réir: Nerissa L. Hearn, et al.
Foilsithe / Cruthaithe: (2020-02-01)

Quality of life in coeliac disease: qualitative interviews to develop candidate items for the Coeliac Disease Assessment Questionnaire
de réir: Crocker, H, et al.
Foilsithe / Cruthaithe: (2018)

Quality of life in coeliac disease: qualitative interviews to develop candidate items for the Coeliac Disease Assessment Questionnaire
de réir: Crocker H, et al.
Foilsithe / Cruthaithe: (2018-07-01)

A dual-path instance segmentation network based on nuclei contour in histology image
de réir: Jiangqi Li, et al.
Foilsithe / Cruthaithe: (2023-10-01)

Pneumococcal infection in patients with coeliac disease.
de réir: Thomas, H, et al.
Foilsithe / Cruthaithe: (2008)

Evolution in coeliac disease diagnosis and management
de réir: Jason A Tye‐Din
Foilsithe / Cruthaithe: (2024-07-01)

In vivo gluten challenge in coeliac disease
de réir: HJ Ellis, et al.
Foilsithe / Cruthaithe: (2001-01-01)

Coeliac disease: rational approach to the diagnosis
de réir: U. Volta, et al.
Foilsithe / Cruthaithe: (2013-05-01)

Evaluation of coeliac disease serological markers
de réir: leen K. Mustafa Kamil
Foilsithe / Cruthaithe: (2015-07-01)

NEUROLOGIC MANIFESTATIONS IN COELIAC DISEASE PATIENTS
de réir: Y. A. DMITRIEVA, et al.
Foilsithe / Cruthaithe: (2017-07-01)

Anatomical Variations in the Branches of the Coeliac Trunk
de réir: Antony Sylvan D’Souza, et al.
Foilsithe / Cruthaithe: (2012-05-01)

Coeliac plexus blockade and neurolysis: An overview
de réir: Pradeep Jain, et al.
Foilsithe / Cruthaithe: (2006-01-01)

Historical development of the understanding of coeliac disease
de réir: Stojanović Biljana, et al.
Foilsithe / Cruthaithe: (2021-01-01)

Coeliac disease in the Trøndelag Health Study (HUNT), Norway, a population-based cohort of coeliac disease patients
de réir: Tomm Bernklev, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Differential IL-13 Production by Small Intestinal Leukocytes in Active Coeliac Disease versus Refractory Coeliac Disease
de réir: Sascha Gross, et al.
Foilsithe / Cruthaithe: (2013-01-01)

HistoMIL: A Python package for training multiple instance learning models on histopathology slides
de réir: Shi Pan, et al.
Foilsithe / Cruthaithe: (2023-10-01)

Tumor Cellularity Assessment of Breast Histopathological Slides via Instance Segmentation and Pathomic Features Explainability
de réir: Nicola Altini, et al.
Foilsithe / Cruthaithe: (2023-03-01)

SiameseNet based on multiple instance learning for accurate identification of the histological grade of ICC tumors
de réir: Zhizhan Fu, et al.
Foilsithe / Cruthaithe: (2025-02-01)

Quality of life in coeliac disease: item reduction, scale development and psychometric evaluation of the Coeliac Disease Assessment Questionnaire (CDAQ)
de réir: Crocker, H, et al.
Foilsithe / Cruthaithe: (2018)

Histology slides from cadaveric tissue- can it be an alternative?
de réir: Pranita R. Viveki, et al.
Foilsithe / Cruthaithe: (2024-07-01)

Insulin dependent diabetes mellitus and coeliac disease.
de réir: Harnden, A, et al.
Foilsithe / Cruthaithe: (1991)

Prevalence of Urticarial Diseases in Patients with Coeliac Disease
de réir: Eli Magen, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Faecal calprotectin concentration in children with coeliac disease
de réir: Anna Szaflarska-Popławska, et al.
Foilsithe / Cruthaithe: (2020-03-01)