Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations von Koohbanani, Navid Alemi, Unnikrishnan, Balagopal, Khurram, Syed Ali, Krishnaswamy, Pavitra, Rajpoot, Nasir

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NuClick: A deep learning framework for interactive segmentation of microscopic images von Alemi Koohbanani, Navid, Jahanifar, Mostafa, Zamani Tajadin, Neda, Rajpoot, Nasir

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PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification von Gamper, Jevgenij, Alemi Koohbanani, Navid, Benet, Ksenija, Khuram, Ali, Rajpoot, Nasir

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Methods for Segmentation and Classification of Digital Microscopy Tissue Images von Vu, Quoc Dang, Graham, Simon, Kurc, Tahsin, To, Minh Nguyen Nhat, Shaban, Muhammad, Qaiser, Talha, Koohbanani, Navid Alemi, Khurram, Syed Ali, Kalpathy-Cramer, Jayashree, Zhao, Tianhao, Gupta, Rajarsi, Kwak, Jin Tae, Rajpoot, Nasir, Saltz, Joel, Farahani, Keyvan

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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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Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework von Alemi Koohbanani, Navid, Jahanifar, Mostafa, Gooya, Ali, Rajpoot, Nasir

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Cellular community detection for tissue phenotyping in colorectal cancer histology images von Javed, Sajid, Mahmood, Arif, Fraz, Muhammad Moazam, Koohbanani, Navid Alemi, Benes, Ksenija, Tsang, Yee-Wah, Hewitt, Katherine, Epstein, David, Snead, David, Rajpoot, Nasir

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A Multi-Organ Nucleus Segmentation Challenge von Kumar, Neeraj, Verma, Ruchika, Anand, Deepak, Zhou, Yanning, Onder, Omer Fahri, Tsougenis, Efstratios, Chen, Hao, Heng, Pheng-Ann, Li, Jiahui, Hu, Zhiqiang, Wang, Yunzhi, Koohbanani, Navid Alemi, Jahanifar, Mostafa, Tajeddin, Neda Zamani, Gooya, Ali, Rajpoot, Nasir, Ren, Xuhua, Zhou, Sihang, Wang, Qian, Shen, Dinggang, Yang, Cheng-Kun, Weng, Chi-Hung, Yu, Wei-Hsiang, Yeh, Chao-Yuan, Yang, Shuang, Xu, Shuoyu, Yeung, Pak Hei, Sun, Peng, Mahbod, Amirreza, Schaefer, Gerald, Ellinger, Isabella, Ecker, Rupert, Smedby, Orjan, Wang, Chunliang, Chidester, Benjamin, Ton, That-Vinh, Tran, Minh-Triet, Ma, Jian, Do, Minh N., Graham, Simon, Vu, Quoc Dang, Kwak, Jin Tae, Gunda, Akshaykumar, Chunduri, Raviteja, Hu, Corey, Zhou, Xiaoyang, Lotfi, Dariush, Safdari, Reza, Kascenas, Antanas, O'Neil, Alison, Eschweiler, Dennis, Stegmaier, Johannes, Cui, Yanping, Yin, Baocai, Chen, Kailin, Tian, Xinmei, Gruening, Philipp, Barth, Erhardt, Arbel, Elad, Remer, Itay, Ben-Dor, Amir, Sirazitdinova, Ekaterina, Kohl, Matthias, Braunewell, Stefan, Li, Yuexiang, Xie, Xinpeng, Shen, Linlin, Ma, Jun, Baksi, Krishanu Das, Khan, Mohammad Azam, Choo, Jaegul, Colomer, Adrian, Naranjo, Valery, Pei, Linmin, Iftekharuddin, Khan M., Roy, Kaushiki, Bhattacharjee, Debotosh, Pedraza, Anibal, Bueno, Maria Gloria, Devanathan, Sabarinathan, Radhakrishnan, Saravanan, Koduganty, Praveen, Wu, Zihan, Cai, Guanyu, Liu, Xiaojie, Wang, Yuqin, Sethi, Amit

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Potential applications of artificial intelligence and machine learning on diagnosis, treatment, and outcome prediction to address health care disparities of chronic limb-threatenin... von Bagheri, Amir Behzad, Rouzi, Mohammad Dehghan, Koohbanani, Navid Alemi, Mahoor, Mohammad H., Finco, M.G., Lee, Myeounggon, Najafi, Bijan, Chung, Jayer

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Context-Aware Learning Using Transferable Features for Classification of Breast Cancer Histology Images von Awan, Ruqayya, Koohbanani, Navid Alemi, Shaban, Muhammad, Lisowska, Anna, Rajpoot, Nasir

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Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform von Asl, Masoud Elhami, Koohbanani, Navid Alemi, Frangi, Alejandro F, Gooya, Ali

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Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images von Koohbanani, Navid Alemi, Qaisar, Talha, Shaban, Muhammad, Gamper, Jevgenij, Rajpoot, Nasir

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Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input von Jahanifar, Mostafa, Tajeddin, Neda Zamani, Koohbanani, Navid Alemi, Rajpoot, Nasir

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NuClick: From Clicks in the Nuclei to Nuclear Boundaries von Jahanifar, Mostafa, Koohbanani, Navid Alemi, Rajpoot, Nasir

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NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images von Koohbanani, Navid Alemi, Jahanifar, Mostafa, Tajadin, Neda Zamani, Rajpoot, Nasir

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Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework von Koohbanani, Navid Alemi, Jahanifar, Mostafa, Gooya, Ali, Rajpoot, Nasir

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Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations von Koohbanani, Navid Alemi, Unnikrishnan, Balagopal, Khurram, Syed Ali, Krishnaswamy, Pavitra, Rajpoot, Nasir

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CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images von Zhou, Yanning, Graham, Simon, Koohbanani, Navid Alemi, Shaban, Muhammad, Heng, Pheng-Ann, Rajpoot, Nasir

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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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Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input von Jahanifar, Mostafa, Neda Zamani Tajeddin, Navid Alemi Koohbanani, Rajpoot, Nasir

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