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Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours

Scientific reports, 2020-01, Vol.10 (1), p.1504, Article 1504

2020

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Weakly-supervised learning for lung carcinoma classification using deep learning

Scientific reports, 2020-06, Vol.10 (1), p.9297-9297, Article 9297

2020

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Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images

PloS one, 2022-11, Vol.17 (11), p.e0275378-e0275378

2022

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A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images

Scientific reports, 2021-10, Vol.11 (1), p.20486-20486, Article 20486

2021

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Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images

PloS one, 2022-11, Vol.17 (11)

2022

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A mathematical-descriptor of tumor-mesoscopic-structure from computed-tomography images annotates prognostic- and molecular-phenotypes of epithelial ovarian cancer

Nature communications, 2019-02, Vol.10 (1), p.764-11, Article 764

2019

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A deep learning model for breast ductal carcinoma in situ classification in whole slide images

Virchows Archiv : an international journal of pathology, 2022-05, Vol.480 (5), p.1009-1022

2022

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Weakly Supervised Learning for Poorly Differentiated Adenocarcinoma Classification in GastricEndoscopic Submucosal Dissection Whole Slide Images

Technology in cancer research & treatment, 2022-01, Vol.21, p.15330338221142674-15330338221142674

2022

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Breast Invasive Ductal Carcinoma Classification on Whole Slide Images with Weakly-Supervised and Transfer Learning

Cancers, 2021-10, Vol.13 (21), p.5368

2021

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A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images

Scientific reports, 2021-04, Vol.11 (1), p.8110-8110, Article 8110

2021

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Inference of core needle biopsy whole slide images requiring definitive therapy for prostate cancer

BMC cancer, 2023-01, Vol.23 (1), p.11-11, Article 11

2023

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Deep Learning Models for Poorly Differentiated Colorectal Adenocarcinoma Classification in Whole Slide Images Using Transfer Learning

Diagnostics (Basel), 2021-11, Vol.11 (11), p.2074

2021

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A deep learning model to detect pancreatic ductal adenocarcinoma on endoscopic ultrasound-guided fine-needle biopsy

Scientific reports, 2021-04, Vol.11 (1), p.8454-8454, Article 8454

2021

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Transfer Learning for Adenocarcinoma Classifications in the Transurethral Resection of Prostate Whole-Slide Images

Cancers, 2022-09, Vol.14 (19), p.4744

2022

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Deep Learning-Based Screening of Urothelial Carcinoma in Whole Slide Images of Liquid-Based Cytology Urine Specimens

Cancers, 2022-12, Vol.15 (1), p.226

2022

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A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

Cancers, 2022-02, Vol.14 (5), p.1159

2022

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A Deep Learning Model for Prostate Adenocarcinoma Classification in Needle Biopsy Whole-Slide Images Using Transfer Learning

Diagnostics (Basel), 2022-03, Vol.12 (3), p.768

2022

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Deep Learning Models for Gastric Signet Ring Cell Carcinoma Classification in Whole Slide Images

Technology in cancer research & treatment, 2021-01, Vol.20, p.15330338211027901-15330338211027901

2021

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Evaluation of a Deep Learning Model for Metastatic Squamous Cell Carcinoma Prediction From Whole Slide Images

Archives of pathology & laboratory medicine (1976), 2024-02

2024

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Supervoxel classification forests for estimating pairwise image correspondences

Pattern recognition, 2017-03, Vol.63, p.561-569

2017

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Deep learning to predict subtypes of poorly differentiated lung cancer from biopsy whole slide images

Journal of clinical oncology, 2021-05, Vol.39 (15_suppl), p.8536-8536

2021

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Reliable detection of the presence of pulmonary carcinoma on whole-slide images by a deep learning model

Journal of clinical oncology, 2020-05, Vol.38 (15_suppl), p.9025-9025

2020

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Deep Learning–based Segmentation of Computed Tomography Scans Predicts Disease Progression and Mortality in Idiopathic Pulmonary Fibrosis

American journal of respiratory and critical care medicine, 2024-08, Vol.210 (4), p.465-472

2024

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Efficient extraction of semantic information from medical images in large datasets using random forests

Kanavati, Fahdi

2017

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Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation

Machine Learning in Medical Imaging, 2017, p.79-87

2017

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Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours

Weakly-supervised learning for lung carcinoma classification using deep learning

Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images

A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images

Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images

A mathematical-descriptor of tumor-mesoscopic-structure from computed-tomography images annotates prognostic- and molecular-phenotypes of epithelial ovarian cancer

A deep learning model for breast ductal carcinoma in situ classification in whole slide images

Weakly Supervised Learning for Poorly Differentiated Adenocarcinoma Classification in GastricEndoscopic Submucosal Dissection Whole Slide Images

Breast Invasive Ductal Carcinoma Classification on Whole Slide Images with Weakly-Supervised and Transfer Learning

A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images

Inference of core needle biopsy whole slide images requiring definitive therapy for prostate cancer

Deep Learning Models for Poorly Differentiated Colorectal Adenocarcinoma Classification in Whole Slide Images Using Transfer Learning

A deep learning model to detect pancreatic ductal adenocarcinoma on endoscopic ultrasound-guided fine-needle biopsy

Transfer Learning for Adenocarcinoma Classifications in the Transurethral Resection of Prostate Whole-Slide Images

Deep Learning-Based Screening of Urothelial Carcinoma in Whole Slide Images of Liquid-Based Cytology Urine Specimens

A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

A Deep Learning Model for Prostate Adenocarcinoma Classification in Needle Biopsy Whole-Slide Images Using Transfer Learning

Deep Learning Models for Gastric Signet Ring Cell Carcinoma Classification in Whole Slide Images

Evaluation of a Deep Learning Model for Metastatic Squamous Cell Carcinoma Prediction From Whole Slide Images

Supervoxel classification forests for estimating pairwise image correspondences

Deep learning to predict subtypes of poorly differentiated lung cancer from biopsy whole slide images

Reliable detection of the presence of pulmonary carcinoma on whole-slide images by a deep learning model

Deep Learning–based Segmentation of Computed Tomography Scans Predicts Disease Progression and Mortality in Idiopathic Pulmonary Fibrosis

Efficient extraction of semantic information from medical images in large datasets using random forests

Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation

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