A digital score of peri‐epithelial lymphocytic activity predicts malignant transformation in oral epithelial dysplasia von Bashir, Raja Muhammad Saad, Shephard, Adam J, Mahmood, Hanya, Azarmehr, Neda, Raza, Shan E Ahmed, Khurram, Syed Ali, Rajpoot, Nasir M

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LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset von Jiao, Yiping, van der Laak, Jeroen, Albarqouni, Shadi, Li, Zhang, Tan, Tao, Bhalerao, Abhir, Cheng, Shenghua, Ma, Jiabo, Pocock, Johnathan, Pluim, Josien P.W., Koohbanani, Navid Alemi, Bashir, Raja Muhammad Saad, Raza, Shan E Ahmed, Liu, Sibo, Graham, Simon, Wetstein, Suzanne, Khurram, Syed Ali, Liu, Xiuli, Rajpoot, Nasir, Veta, Mitko, Ciompi, Francesco

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TIAToolbox as an end-to-end library for advanced tissue image analytics von Pocock, Johnathan, Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa, Deshpande, Srijay, Hadjigeorghiou, Giorgos, Shephard, Adam, Bashir, Raja Muhammad Saad, Bilal, Mohsin, Lu, Wenqi, Epstein, David, Minhas, Fayyaz, Rajpoot, Nasir M., Raza, Shan E Ahmed

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A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia von Shephard, Adam J., Bashir, Raja Muhammad Saad, Mahmood, Hanya, Jahanifar, Mostafa, Minhas, Fayyaz, Raza, Shan E. Ahmed, McCombe, Kris D., Craig, Stephanie G., James, Jacqueline, Brooks, Jill, Nankivell, Paul, Mehanna, Hisham, Khurram, Syed Ali, Rajpoot, Nasir M.

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Dual attention model with reinforcement learning for classification of histology whole-slide images von Raza, Manahil, Awan, Ruqayya, Bashir, Raja Muhammad Saad, Qaiser, Talha, Rajpoot, Nasir M.

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Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images von Bashir, Raja Muhammad Saad, Qaiser, Talha, Raza, Shan E Ahmed, Rajpoot, Nasir M.

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DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system von Da, Qian, Huang, Xiaodi, Li, Zhongyu, Zuo, Yanfei, Zhang, Chenbin, Liu, Jingxin, Chen, Wen, Li, Jiahui, Xu, Dou, Hu, Zhiqiang, Yi, Hongmei, Guo, Yan, Wang, Zhe, Chen, Ling, Zhang, Li, He, Xianying, Zhang, Xiaofan, Mei, Ke, Zhu, Chuang, Lu, Weizeng, Shen, Linlin, Shi, Jun, Li, Jun, S, Sreehari, Krishnamurthi, Ganapathy, Yang, Jiangcheng, Lin, Tiancheng, Song, Qingyu, Liu, Xuechen, Graham, Simon, Bashir, Raja Muhammad Saad, Yang, Canqian, Qin, Shaofei, Tian, Xinmei, Yin, Baocai, Zhao, Jie, Metaxas, Dimitris N., Li, Hongsheng, Wang, Chaofu, Zhang, Shaoting

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DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification von Bashir, Raja Muhammad Saad, Shahzad, Muhammad, Fraz, Muhammad Moazam

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A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide Images von Bashir, Raja Muhammad Saad, Shaban, Muhammad, Raza, Shan E. Ahmed, Khurram, Syed Ali, Rajpoot, Nasir

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HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification von Bashir, Raja Muhammad Saad, Qaiser, Talha, Raza, Shan E Ahmed, Rajpoot, Nasir M

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Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images von Raza, Manahil, Awan, Ruqayya, Bashir, Raja Muhammad Saad, Qaiser, Talha, Rajpoot, Nasir M

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Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images von Bashir, Raja Muhammad Saad, Qaiser, Talha, Raza, Shan E Ahmed, Rajpoot, Nasir M

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Cellular Segmentation and Composition in Routine Histology Images using Deep Learning von Dawood, Muhammad, Bashir, Raja Muhammad Saad, Deshpande, Srijay, Raza, Manahil, Shephard, Adam

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Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images von Raza, Manahil, Awan, Ruqayya, Raja Muhammad Saad Bashir, Talha Qaiser, Rajpoot, Nasir M

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A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia von Shephard, Adam J, Bashir, Raja Muhammad Saad, Mahmood, Hanya, Jahanifar, Mostafa, Minhas, Fayyaz, Raza, Shan E Ahmed, McCombe, Kris D, Craig, Stephanie G, James, Jacqueline, Brooks, Jill, Nankivell, Paul, Mehanna, Hisham, Khurram, Syed Ali, Rajpoot, Nasir M

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LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset von Jiao, Yiping, van der Laak, Jeroen, Albarqouni, Shadi, Li, Zhang, Tan, Tao, Bhalerao, Abhir, Ma, Jiabo, Sun, Jiamei, Pocock, Johnathan, Pluim, Josien P. W, Koohbanani, Navid Alemi, Bashir, Raja Muhammad Saad, Raza, Shan E Ahmed, Liu, Sibo, Graham, Simon, Wetstein, Suzanne, Khurram, Syed Ali, Watson, Thomas, Rajpoot, Nasir, Veta, Mitko, Ciompi, Francesco

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Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images von Raja Muhammad Saad Bashir, Talha Qaiser, Ahmed Raza, Shan E, Rajpoot, Nasir M

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Cellular Segmentation and Composition in Routine Histology Images using Deep Learning von Dawood, Muhammad, Raja Muhammad Saad Bashir, Deshpande, Srijay, Raza, Manahil, Shephard, Adam

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CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting von Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa, Weigert, Martin, Schmidt, Uwe, Zhang, Wenhua, Zhang, Jun, Yang, Sen, Xiang, Jinxi, Wang, Xiyue, Rumberger, Josef Lorenz, Baumann, Elias, Hirsch, Peter, Liu, Lihao, Hong, Chenyang, Aviles-Rivero, Angelica I, Jain, Ayushi, Ahn, Heeyoung, Hong, Yiyu, Azzuni, Hussam, Xu, Min, Yaqub, Mohammad, Blache, Marie-Claire, Piégu, Benoît, Vernay, Bertrand, Scherr, Tim, Böhland, Moritz, Löffler, Katharina, Li, Jiachen, Ying, Weiqin, Wang, Chixin, Kainmueller, Dagmar, Schönlieb, Carola-Bibiane, Liu, Shuolin, Talsania, Dhairya, Meda, Yughender, Mishra, Prakash, Ridzuan, Muhammad, Neumann, Oliver, Schilling, Marcel P, Reischl, Markus, Mikut, Ralf, Huang, Banban, Chien, Hsiang-Chin, Wang, Ching-Ping, Lee, Chia-Yen, Lin, Hong-Kun, Liu, Zaiyi, Pan, Xipeng, Han, Chu, Cheng, Jijun, Dawood, Muhammad, Deshpande, Srijay, Bashir, Raja Muhammad Saad, Shephard, Adam, Costa, Pedro, Nunes, João D, Campilho, Aurélio, Cardoso, Jaime S, S, Hrishikesh P, Puthussery, Densen, G, Devika R, CV, Jiji, Zhang, Ye, Fang, Zijie, Lin, Zhifan, Zhang, Yongbing, Lin, Chunhui, Zhang, Liukun, Mao, Lijian, Wu, Min, Vo, Vi Thi-Tuong, Kim, Soo-Hyung, Lee, Taebum, Kondo, Satoshi, Kasai, Satoshi, Dumbhare, Pranay, Phuse, Vedant, Dubey, Yash, Jamthikar, Ankush, Vuong, Trinh Thi Le, Kwak, Jin Tae, Ziaei, Dorsa, Jung, Hyun, Miao, Tianyi, Snead, David, Raza, Shan E Ahmed, Minhas, Fayyaz, Rajpoot, Nasir M

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A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia von Shephard, Adam J, Raja Muhammad Saad Bashir, Mahmood, Hanya, Jahanifar, Mostafa, Minhas, Fayyaz, Ahmed Raza, Shan E, McCombe, Kris D, Craig, Stephanie G, James, Jacqueline, Brooks, Jill, Nankivell, Paul, Mehanna, Hisham, Syed Ali Khurram, Rajpoot, Nasir M

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