Breast invasive ductal carcinoma detection with histopathological images using deep learning
The staining of haematoxylin and eosin (H&E) in histopathological samples leads to inconsistent colour and intensity variations among digital datasets, thus hindering the performance of deep learning computer-aided diagnostic (CAD) systems. One proposed technique to battle colour invariance amon...
| Main Author: | Voon, Wingates |
|---|---|
| Format: | Final Year Project / Dissertation / Thesis |
| Published: |
2022
|
| Subjects: | |
| Online Access: | http://eprints.utar.edu.my/5234/ http://eprints.utar.edu.my/5234/1/BI_1701174_Final_%2D_VOON_WINGATES.pdf |
Similar Items
CNN-based deep learning approach for classification of invasive ductal and metastasis types of breast carcinoma
by: Islam, Md. Tobibul, et al.
Published: (2024)
by: Islam, Md. Tobibul, et al.
Published: (2024)
Expression of dna methylation of
homeodomain transcription factor 2 (pitx2)
and growth factor receptors in invasive
ductal carcinoma of the breast
by: Wan Faiziah, Wan Abdul Rahman
Published: (2013)
by: Wan Faiziah, Wan Abdul Rahman
Published: (2013)
Serum leptin might be causally correlated to invasive ductal breast carcinoma
by: Al-Shibli, Saad M., et al.
Published: (2018)
by: Al-Shibli, Saad M., et al.
Published: (2018)
The leptin transduction pathway may be targeted against invasive ductal carcinoma of breast
by: M.Rahman, Shaikh, et al.
Published: (2018)
by: M.Rahman, Shaikh, et al.
Published: (2018)
Bcl-2 expression and clinico-pathological correlations in invasive ductal carcinoma of the breast
by: Al-Joudi, Fawwaz S.,, et al.
Published: (2010)
by: Al-Joudi, Fawwaz S.,, et al.
Published: (2010)
Exclusive intronic p53 point mutations detected in heterozygous invasive ductal breast carcinoma samples
by: Rosli, Rozita, et al.
Published: (2002)
by: Rosli, Rozita, et al.
Published: (2002)
Radiopharmaceuticals and the PET probe in the detection of Ductal Carcinoma in situ of the breast
by: Butler-Henderson, Kerryn Ann
Published: (2014)
by: Butler-Henderson, Kerryn Ann
Published: (2014)
Expression of sema4d and its receptor
Plexin-b1 in invasive breast ductal
Carcinoma in relation to
Tumor angiogenesis and
Tumor-associated macrophages
by: Seng,, Ch’ng Ewe
Published: (2012)
by: Seng,, Ch’ng Ewe
Published: (2012)
Phenotypic and molecular characterisation of breast ductal carcinoma in situ
by: Abdelaziz, Islam Mohammed Samy Miligy
Published: (2019)
by: Abdelaziz, Islam Mohammed Samy Miligy
Published: (2019)
Invasive Carcinoma of the Breast-Magnetic Resonance Imaging MRI) Features.
by: Abdullah, Noreen Norfaraheen Lee
Published: (2005)
by: Abdullah, Noreen Norfaraheen Lee
Published: (2005)
Deep learning-based breast cancer detection and classification using histopathology images / Ghulam Murtaza
by: Ghulam , Murtaza
Published: (2021)
by: Ghulam , Murtaza
Published: (2021)
Prognostic significance of tumor-infiltrating lymphocytes in ductal carcinoma in situ of the breast
by: Toss, Michael S., et al.
Published: (2018)
by: Toss, Michael S., et al.
Published: (2018)
Exploring the role of tumour microenvironment in the behaviour of breast ductal carcinoma in situ
by: Toss, Michael Salah Shawky
Published: (2020)
by: Toss, Michael Salah Shawky
Published: (2020)
Thioredoxin interacting protein (TXNIP) is an independent risk stratifier for breast ductal carcinoma in situ
by: Miligy, Islam, et al.
Published: (2018)
by: Miligy, Islam, et al.
Published: (2018)
Lymphovascular invasion in breast carcinoma
by: Norhisham, Nur Fatiha
Published: (2015)
by: Norhisham, Nur Fatiha
Published: (2015)
Deep learning-based classification of breast tumors in ultrasound images / Ayub Ahmed Omar
by: Ayub Ahmed, Omar
Published: (2022)
by: Ayub Ahmed, Omar
Published: (2022)
Breast asymmetry as mammographic finding of breast carcinoma: a case series
by: Hassan, Radhiana, et al.
Published: (2011)
by: Hassan, Radhiana, et al.
Published: (2011)
ANGPTL4 and IGF-1 expressions in
relation to molecular subtypes in
young invasive breast carcinoma
by: Kamaludin, Zaleha
Published: (2020)
by: Kamaludin, Zaleha
Published: (2020)
Microcalcification detection in mammography for early breast cancer diagnosis using deep learning technique / Leong Yew Sum
by: Leong, Yew Sum
Published: (2022)
by: Leong, Yew Sum
Published: (2022)
Identification Of Biomarkers In Infiltrating Ductal Carcinoma: A Proteomics Approach
by: Seng , Liang
Published: (2009)
by: Seng , Liang
Published: (2009)
Non-invasive early diagnosis of deep vein thrombosis
by: Zainal Abidin, Ahmad Noor Ariff
Published: (2015)
by: Zainal Abidin, Ahmad Noor Ariff
Published: (2015)
Invasive lobular carcinoma arising in accessory breast tissue
by: Devine, Catriona, et al.
Published: (2013)
by: Devine, Catriona, et al.
Published: (2013)
Colonic metastasis from an invasive lobular carcinoma of the breast
by: Norfaidhi Akram Mat Nor,, et al.
Published: (2017)
by: Norfaidhi Akram Mat Nor,, et al.
Published: (2017)
Epidemiology of Ductal Carcinoma in Situ in Western Australia: Implications for Surgical Margins and Management
by: Butler-Henderson, Kerryn, et al.
Published: (2014)
by: Butler-Henderson, Kerryn, et al.
Published: (2014)
Performance of linear and stochastic cell-growth model of Ductal Carcinoma In Situ (DCIS)
by: Nurul Anis, Abdul Satar, et al.
Published: (2025)
by: Nurul Anis, Abdul Satar, et al.
Published: (2025)
Screening and characterization of 10398a
polymorphism in invasive breast cancer in
Malay population of peninsular Malaysia
by: Zafarina, Zainuddin
Published: (2013)
by: Zafarina, Zainuddin
Published: (2013)
Peritumoural budding in colorectal carcinoma, its associated factors and the potential as an independent histopathological parameter predictor
by: Yunus, Dahziela
Published: (2023)
by: Yunus, Dahziela
Published: (2023)
Characterization of lesions of the breast with Proton MR Spectroscopy: Comparison of Carcinomas, Benign Lesions, and Phyllodes Tumors
by: Tse, Gary, et al.
Published: (2003)
by: Tse, Gary, et al.
Published: (2003)
Secondary Sjogrens syndrome, immunological and histopathological study in female
by: Mustafa Al-Ahmad, Basma Ezzat, et al.
Published: (2011)
by: Mustafa Al-Ahmad, Basma Ezzat, et al.
Published: (2011)
Medical image analysis using deep learning: a review
by: Nisa, Syed Qamrun, et al.
Published: (2019)
by: Nisa, Syed Qamrun, et al.
Published: (2019)
Histopathological evaluation of skin wound in rabbits treated by systemic dexamethasone
by: Kashmola, Muhanad Ali Hamdon, et al.
Published: (2011)
by: Kashmola, Muhanad Ali Hamdon, et al.
Published: (2011)
Development of a multiplex real-time pcr assay for detection of fungal pathogens in invasive mycoses
by: Ismadi, Yasmin Khairani Muhammad
Published: (2024)
by: Ismadi, Yasmin Khairani Muhammad
Published: (2024)
Automated detection of breast cancer in mammography images using Gabor filter and Bayesian classifier / Bardia Yousefi
by: Bardia, Yousefi
Published: (2012)
by: Bardia, Yousefi
Published: (2012)
Detection of basal stem rot disease using deep learning
by: Haw, Yu Hong, et al.
Published: (2023)
by: Haw, Yu Hong, et al.
Published: (2023)
Periampullary Carcinoma-A Rare Histopathological Variant
by: Fazl QP,, et al.
Published: (2015)
by: Fazl QP,, et al.
Published: (2015)
Small hepatocellular carcinoma treated with percutaneous RF ablation: MR imaging follow-up
by: Sironi,, S, et al.
Published: (1999)
by: Sironi,, S, et al.
Published: (1999)
Skin Lesion Detection Using Deep Neural Network By Smart Handheld Devices
by: Tan, Hou Ren
Published: (2020)
by: Tan, Hou Ren
Published: (2020)
The role of hair loss in cancer identity: perceptions of chemotherapy-induced alopecia among women treated for early-stage breast cancer or ductal carcinoma in situ
by: Trusson, Diane, et al.
Published: (2016)
by: Trusson, Diane, et al.
Published: (2016)
Mammogram breast mass classification using deep convolutional neural network / Mohd Nafie Maslan
by: Mohd Nafie, Maslan
Published: (2022)
by: Mohd Nafie, Maslan
Published: (2022)
Histopathological studies of cardiac lesions after an
acute high dose administration of methamphetamine
by: Molh, Arthur Kong Sn
Published: (2007)
by: Molh, Arthur Kong Sn
Published: (2007)
Similar Items
-
CNN-based deep learning approach for classification of invasive ductal and metastasis types of breast carcinoma
by: Islam, Md. Tobibul, et al.
Published: (2024) -
Expression of dna methylation of
homeodomain transcription factor 2 (pitx2)
and growth factor receptors in invasive
ductal carcinoma of the breast
by: Wan Faiziah, Wan Abdul Rahman
Published: (2013) -
Serum leptin might be causally correlated to invasive ductal breast carcinoma
by: Al-Shibli, Saad M., et al.
Published: (2018) -
The leptin transduction pathway may be targeted against invasive ductal carcinoma of breast
by: M.Rahman, Shaikh, et al.
Published: (2018) -
Bcl-2 expression and clinico-pathological correlations in invasive ductal carcinoma of the breast
by: Al-Joudi, Fawwaz S.,, et al.
Published: (2010)