A multi-organ nucleus segmentation challenge N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ... IEEE transactions on medical imaging 39 (5), 1380-1391, 2019 | 395 | 2019 |
Methods for segmentation and classification of digital microscopy tissue images QD Vu, S Graham, T Kurc, MNN To, M Shaban, T Qaiser, NA Koohbanani, ... Frontiers in bioengineering and biotechnology 7, 433738, 2019 | 273 | 2019 |
Pannuke: an open pan-cancer histology dataset for nuclei instance segmentation and classification J Gamper, N Alemi Koohbanani, K Benet, A Khuram, N Rajpoot Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10 …, 2019 | 204 | 2019 |
Cgc-net: Cell graph convolutional network for grading of colorectal cancer histology images Y Zhou, S Graham, N Alemi Koohbanani, M Shaban, PA Heng, N Rajpoot Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 188 | 2019 |
Pannuke dataset extension, insights and baselines J Gamper, NA Koohbanani, K Benes, S Graham, M Jahanifar, ... arXiv preprint arXiv:2003.10778, 2020 | 173 | 2020 |
Self-path: Self-supervision for classification of pathology images with limited annotations NA Koohbanani, B Unnikrishnan, SA Khurram, P Krishnaswamy, ... IEEE Transactions on Medical Imaging 40 (10), 2845-2856, 2021 | 167 | 2021 |
Cellular community detection for tissue phenotyping in colorectal cancer histology images S Javed, A Mahmood, MM Fraz, NA Koohbanani, K Benes, YW Tsang, ... Medical image analysis 63, 101696, 2020 | 149 | 2020 |
NuClick: a deep learning framework for interactive segmentation of microscopic images NA Koohbanani, M Jahanifar, NZ Tajadin, N Rajpoot Medical Image Analysis 65, 101771, 2020 | 130 | 2020 |
Context-aware learning using transferable features for classification of breast cancer histology images R Awan, NA Koohbanani, M Shaban, A Lisowska, N Rajpoot Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 82 | 2018 |
Classification of lung cancer histology images using patch-level summary statistics S Graham, M Shaban, T Qaiser, NA Koohbanani, SA Khurram, N Rajpoot Medical Imaging 2018: Digital Pathology 10581, 1058119, 2018 | 61 | 2018 |
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations NA Koohbanani, M Jahanifar, NZ Tajeddin, A Gooya, N Rajpoot arXiv preprint arXiv:1809.10243, 2018 | 51* | 2018 |
Nuclear instance segmentation using a proposal-free spatially aware deep learning framework N Alemi Koohbanani, M Jahanifar, A Gooya, N Rajpoot Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 38 | 2019 |
Nuclei detection using mixture density networks NA Koohababni, M Jahanifar, A Gooya, N Rajpoot Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018 | 31 | 2018 |
Robust interactive semantic segmentation of pathology images with minimal user input M Jahanifar, NZ Tajeddin, NA Koohbanani, NM Rajpoot Proceedings of the IEEE/CVF International Conference on Computer Vision, 674-683, 2021 | 22 | 2021 |
Potential applications of artificial intelligence and machine learning on diagnosis, treatment, and outcome prediction to address health care disparities of chronic limb … AB Bagheri, MD Rouzi, NA Koohbanani, MH Mahoor, MG Finco, M Lee, ... Seminars in Vascular Surgery, 2023 | 19 | 2023 |
Tracking and diameter estimation of retinal vessels using Gaussian process and Radon transform ME Asl, NA Koohbanani, AF Frangi, A Gooya Journal of Medical Imaging 4 (3), 034006-034006, 2017 | 19 | 2017 |
PanNuke Dataset Extension J Gamper, NA Koohbanani, K Benes, S Graham, M Jahanifar, ... Insights and Baselines 202 (0), 2020 | 15 | 2020 |
Nuclick: From clicks in the nuclei to nuclear boundaries M Jahanifar, NA Koohbanani, N Rajpoot arXiv preprint arXiv:1909.03253, 2019 | 15 | 2019 |
Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrian Colomer, Valery Naranjo, Linmin Pei, Khan M N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ... Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Anibal Pedraza, Maria …, 2020 | 9 | 2020 |
Immune subtyping of melanoma whole slide images using multiple instance learning L Godson, N Alemi, J Nsengimana, GP Cook, EL Clarke, D Treanor, ... Medical Image Analysis 93, 103097, 2024 | 6 | 2024 |