Delwedd Flaen

Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation

Deep learning has been widely used to analyze digitized hematoxylin and eosin (H&E)-stained histopathology whole slide images. Automated cancer segmentation using deep learning can be used to diagnose malignancy and to find novel morphological patterns to predict molecular subtypes. To train pix...

Disgrifiad llawn

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	David Joon Ho (Awdur), M. Herman Chui (Awdur), Chad M. Vanderbilt (Awdur), Jiwon Jung (Awdur), Mark E. Robson (Awdur), Chan-Sik Park (Awdur), Jin Roh (Awdur), Thomas J. Fuchs (Awdur)
Fformat:	Llyfr
Cyhoeddwyd:	Elsevier, 2023-01-01T00:00:00Z.
Pynciau:	article
Mynediad Ar-lein:	Connect to this object online.
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg

DEEP LEARNING-BASED WHOLE SLIDE IMAGE SEGMENTATION FOR EFFICIENT AND REPRODUCIBLE ASSISTANCE IN PATHOLOGY
gan: David J. Ho, et al.
Cyhoeddwyd: (2022)

Overcoming an annotation hurdle: Digitizing pen annotations from whole slide images
gan: Peter J. Schüffler, et al.
Cyhoeddwyd: (2021)

Deep learning based registration of serial whole-slide histopathology images in different stains
gan: Mousumi Roy, et al.
Cyhoeddwyd: (2023)

Mapping stain distribution in pathology slides using whole slide imaging
gan: Fang-Cheng Yeh, et al.
Cyhoeddwyd: (2014)

Deep learning for classification of colorectal polyps on whole-slide images
gan: Bruno Korbar, et al.
Cyhoeddwyd: (2017)

A tool for federated training of segmentation models on whole slide images
gan: Brendon Lutnick, et al.
Cyhoeddwyd: (2022)

Deep learning‐based analysis of EGFR mutation prevalence in lung adenocarcinoma H&E whole slide images
gan: Jun Hyeong Park, et al.
Cyhoeddwyd: (2024)

Automated annotations of epithelial cells and stroma in hematoxylin-eosin‐stained whole‐slide images using cytokeratin re‐staining
gan: Tomáš Brázdil, et al.
Cyhoeddwyd: (2022)

SlideTiler: A dataset creator software for boosting deep learning on histological whole slide images
gan: Leonardo Barcellona, et al.
Cyhoeddwyd: (2024)

Accuracy of whole slide image based image analysis is adversely affected by preanalytical factors such as stained tissue slide and paraffin block age
gan: Nada Shaker, et al.
Cyhoeddwyd: (2022)

Standardization of whole slide image morphologic assessment with definition of a new application: Digital slide dynamic morphometry
gan: Giacomo Puppa, et al.
Cyhoeddwyd: (2011)

Using an anomaly detection approach for the segmentation of colorectal cancer tumors in whole slide images
gan: Qiangqiang Gu, et al.
Cyhoeddwyd: (2023)

A deep learning framework for automated classification of histopathological kidney whole-slide images
gan: Hisham A. Abdeltawab, et al.
Cyhoeddwyd: (2022)

Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images
gan: B.A. Schreiber, et al.
Cyhoeddwyd: (2023)

LVI-PathNet: Segmentation-classification pipeline for detection of lymphovascular invasion in whole slide images of lung adenocarcinoma
gan: Anna Timakova, et al.
Cyhoeddwyd: (2024)

Whole slide imaging for educational purposes
gan: Liron Pantanowitz, et al.
Cyhoeddwyd: (2012)

Whole slide imaging: The futurescape of histopathology
gan: Jayaram N Iyengar
Cyhoeddwyd: (2021)

BRCA1 and BRCA2 Mutations Diagnostic and Therapeutic Implications
Cyhoeddwyd: (2023)

A FRAMEWORK FOR BUILDING ROBUST DEEP-LEARNING MODELS AGAINST OUT-OF-FOCUS ARTIFACT IN WHOLE-SLIDE IMAGES
gan: Qinle Ba, et al.
Cyhoeddwyd: (2022)

Color standardization in whole slide imaging using a color calibration slide
gan: Pinky A Bautista, et al.
Cyhoeddwyd: (2014)

The importance of eSlide macro images for primary diagnosis with whole slide imaging
gan: Filippo Fraggetta, et al.
Cyhoeddwyd: (2018)

A relationship between slide quality and image quality in whole slide imaging (WSI)
gan: Gilbertson John R, et al.
Cyhoeddwyd: (2008)

Whole slide imaging for teleconsultation and clinical use
gan: Bryan Dangott, et al.
Cyhoeddwyd: (2010)

Color standardization and optimization in Whole Slide Imaging
gan: Yagi Yukako
Cyhoeddwyd: (2011)

Mobile whole slide imaging with Indian twist
gan: Himanshu Dilip Mulay, et al.
Cyhoeddwyd: (2018)

Diagnosis and Characterization of Leishmania Species in Giemsa-Stained slides by PCR-RFLP
gan: E Kazemi-Rad, et al.
Cyhoeddwyd: (2008)

Diagnosis and Characterization of Leishmania Species in Giemsa-Stained slides by PCR-RFLP
gan: E Kazemi-Rad, et al.
Cyhoeddwyd: (2008)

Annotations, ontologies, and whole slide images - Development of an annotated ontology-driven whole slide image library of normal and abnormal human tissue
gan: Karin Lindman, et al.
Cyhoeddwyd: (2019)

Comparative studies of deep learning segmentation models for left ventricle segmentation
gan: Muhammad Ali Shoaib, et al.
Cyhoeddwyd: (2022)

Referenceless image quality evaluation for whole slide imaging
gan: Noriaki Hashimoto, et al.
Cyhoeddwyd: (2012)

The accuracy of dynamic predictive autofocusing for whole slide imaging
gan: Richard R McKay, et al.
Cyhoeddwyd: (2011)

An industry perspective: An update on the adoption of whole slide imaging
gan: Michael C Montalto
Cyhoeddwyd: (2016)

Review of the current state of whole slide imaging in pathology
gan: Liron Pantanowitz, et al.
Cyhoeddwyd: (2011)

An optimized color transformation for the analysis of digital images of hematoxylin & eosin stained slides
gan: Mark D Zarella, et al.
Cyhoeddwyd: (2015)

Automated detection and delineation of lymph nodes in haematoxylin & eosin stained digitised slides
gan: Manon Beuque, et al.
Cyhoeddwyd: (2023)

WEAKLY SUPERVISED AND INTERPRETABLE COMPUTATIONAL PATHOLOGY MODEL PREDICTS AMYOTROPHIC LATERAL SCLEROSIS IN CD68 and pTDP-43 IHC-STAINED WHOLE SLIDE IMAGES
gan: Muhammad Shaban, et al.
Cyhoeddwyd: (2022)

BRCA immunohistochemistry for screening of BRCA mutation in epithelial ovarian cancer patients
gan: Tarinee Manchana, et al.
Cyhoeddwyd: (2020)

Deep learning supported mitoses counting on whole slide images: A pilot study for validating breast cancer grading in the clinical workflow
gan: Stijn A. van Bergeijk, et al.
Cyhoeddwyd: (2023)

Comprehensive genomic characterization of breast tumors with BRCA1 and BRCA2 mutations
gan: Avantika Lal, et al.
Cyhoeddwyd: (2019)

Registration of histological whole slide images guided by vessel structures
gan: Michael Schwier, et al.
Cyhoeddwyd: (2013)