Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images
Shaban, Muhammad, Awan, Ruqayya, Fraz, Muhammad Moazam, Azam, Ayesha, Tsang, Yee-Wah, Snead, David, Rajpoot, Nasir M.
Published in IEEE transactions on medical imaging (01.07.2020)
Published in IEEE transactions on medical imaging (01.07.2020)
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Journal Article
Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features
Qaiser, Talha, Tsang, Yee-Wah, Taniyama, Daiki, Sakamoto, Naoya, Nakane, Kazuaki, Epstein, David, Rajpoot, Nasir
Published in Medical image analysis (01.07.2019)
Published in Medical image analysis (01.07.2019)
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Journal Article
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
Sirinukunwattana, Korsuk, Ahmed Raza, Shan E., Yee-Wah Tsang, Snead, David R. J., Cree, Ian A., Rajpoot, Nasir M.
Published in IEEE transactions on medical imaging (01.05.2016)
Published in IEEE transactions on medical imaging (01.05.2016)
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Journal Article
Validation of digital pathology imaging for primary histopathological diagnosis
Snead, David R J, Tsang, Yee-Wah, Meskiri, Aisha, Kimani, Peter K, Crossman, Richard, Rajpoot, Nasir M, Blessing, Elaine, Chen, Klaus, Gopalakrishnan, Kishore, Matthews, Paul, Momtahan, Navid, Read-Jones, Sarah, Sah, Shatrughan, Simmons, Emma, Sinha, Bidisa, Suortamo, Sari, Yeo, Yen, El Daly, Hesham, Cree, Ian A
Published in Histopathology (01.06.2016)
Published in Histopathology (01.06.2016)
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Journal Article
Digital pathology for reporting histopathology samples, including cancer screening samples – definitive evidence from a multisite study
Azam, Ayesha S, Tsang, Yee‐Wah, Thirlwall, Jenny, Kimani, Peter K, Sah, Shatrughan, Gopalakrishnan, Kishore, Boyd, Clinton, Loughrey, Maurice B, Kelly, Paul J, Boyle, David P, Salto‐Tellez, Manuel, Clark, David, Ellis, Ian O, Ilyas, Mohammad, Rakha, Emad, Bickers, Adam, Roberts, Ian S D, Soares, Maria F, Neil, Desley A H, Takyi, Abi, Raveendran, Sinthuri, Hero, Emily, Evans, Harriet, Osman, Rania, Fatima, Khunsha, Hughes, Rhian W, McIntosh, Stuart A, Moran, Gordon W, Ortiz‐Fernandez‐Sordo, Jacobo, Rajpoot, Nasir M, Storey, Ben, Ahmed, Imtiaz, Dunn, Janet A, Hiller, Louise, Snead, David R J
Published in Histopathology (01.04.2024)
Published in Histopathology (01.04.2024)
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Journal Article
Cellular community detection for tissue phenotyping in colorectal cancer histology images
Javed, Sajid, Mahmood, Arif, Fraz, Muhammad Moazam, Koohbanani, Navid Alemi, Benes, Ksenija, Tsang, Yee-Wah, Hewitt, Katherine, Epstein, David, Snead, David, Rajpoot, Nasir
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification
Graham, Simon, Jahanifar, Mostafa, Azam, Ayesha, Nimir, Mohammed, Tsang, Yee-Wah, Dodd, Katherine, Hero, Emily, Sahota, Harvir, Tank, Atisha, Benes, Ksenija, Wahab, Noorul, Minhas, Fayyaz, Raza, Shan E Ahmed, El Daly, Hesham, Gopalakrishnan, Kishore, Snead, David, Rajpoot, Nasir
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
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Conference Proceeding
Validation of an NGS mutation detection panel for melanoma
Reiman, Anne, Kikuchi, Hugh, Scocchia, Daniela, Smith, Peter, Tsang, Yee Wah, Snead, David, Cree, Ian A
Published in BMC cancer (22.02.2017)
Published in BMC cancer (22.02.2017)
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Journal Article
Fibrotic Phenotype of Peritumour Mesenteric Adipose Tissue in Human Colon Cancer: A Potential Hallmark of Metastatic Properties
Tabuso, Maria, Adya, Raghu, Stark, Richard, Gopalakrishnan, Kishore, Tsang, Yee Wah, James, Sean, White, Andrew, Fisk, Adrian, Dimitri, Federica, Christian, Mark, Arasaradnam, Ramesh Pulendran
Published in International journal of molecular sciences (28.02.2021)
Published in International journal of molecular sciences (28.02.2021)
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Journal Article
Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations
Wahab, Noorul, Miligy, Islam M, Dodd, Katherine, Sahota, Harvir, Toss, Michael, Lu, Wenqi, Jahanifar, Mostafa, Bilal, Mohsin, Graham, Simon, Park, Young, Hadjigeorghiou, Giorgos, Bhalerao, Abhir, Lashen, Ayat G, Ibrahim, Asmaa Y, Katayama, Ayaka, Ebili, Henry O, Parkin, Matthew, Sorell, Tom, Raza, Shan E Ahmed, Hero, Emily, Eldaly, Hesham, Tsang, Yee Wah, Gopalakrishnan, Kishore, Snead, David, Rakha, Emad, Rajpoot, Nasir, Minhas, Fayyaz
Published in The journal of pathology. Clinical research (01.03.2022)
Published in The journal of pathology. Clinical research (01.03.2022)
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Journal Article
CD, or not CD, that is the question: a digital interobserver agreement study in coeliac disease
Denholm, James, Schreiber, Benjamin A, Jaeckle, Florian, Wicks, Mike N, Benbow, Emyr W, Bracey, Tim S, Chan, James Y H, Farkas, Lorant, Fryer, Eve, Gopalakrishnan, Kishore, Hughes, Caroline A, Kirkwood, Kathryn J, Langman, Gerald, Mahler-Araujo, Betania, McMahon, Raymond F T, Myint, Khun La Win, Natu, Sonali, Robinson, Andrew, Sanduka, Ashraf, Sheppard, Katharine A, Tsang, Yee Wah, Arends, Mark J, Soilleux, Elizabeth J
Published in BMJ open gastroenterology (01.02.2024)
Published in BMJ open gastroenterology (01.02.2024)
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Journal Article
A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images
Sirinukunwattana, Korsuk, Ahmed Raza, Shan E., Tsang, Yee-Wah, Snead, David, Cree, Ian, Rajpoot, Nasir
Published in Patch-Based Techniques in Medical Imaging (2016)
Published in Patch-Based Techniques in Medical Imaging (2016)
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Book Chapter
MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images
Graham, Simon, Chen, Hao, Gamper, Jevgenij, Dou, Qi, Heng, Pheng-Ann, Snead, David, Tsang, Yee Wah, Rajpoot, Nasir
Published in Medical image analysis (01.02.2019)
Published in Medical image analysis (01.02.2019)
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Journal Article
Novel digital signatures of tissue phenotypes for predicting distant metastasis in colorectal cancer
Sirinukunwattana, Korsuk, Snead, David, Epstein, David, Aftab, Zia, Mujeeb, Imaad, Tsang, Yee Wah, Cree, Ian, Rajpoot, Nasir
Published in Scientific reports (12.09.2018)
Published in Scientific reports (12.09.2018)
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Journal Article
Screening of normal endoscopic large bowel biopsies with interpretable graph learning: a retrospective study
Graham, Simon, Minhas, Fayyaz, Bilal, Mohsin, Ali, Mahmoud, Tsang, Yee Wah, Eastwood, Mark, Wahab, Noorul, Jahanifar, Mostafa, Hero, Emily, Dodd, Katherine, Sahota, Harvir, Wu, Shaobin, Lu, Wenqi, Azam, Ayesha, Benes, Ksenija, Nimir, Mohammed, Hewitt, Katherine, Bhalerao, Abhir, Robinson, Andrew, Eldaly, Hesham, Raza, Shan E Ahmed, Gopalakrishnan, Kishore, Snead, David, Rajpoot, Nasir
Published in Gut (01.09.2023)
Published in Gut (01.09.2023)
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Journal Article