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Navid Alemi
Navid Alemi
Sr. AI Scientist
Verified email at histofy.ai
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Year
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
3882019
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
2702019
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
2002019
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
1872019
Pannuke dataset extension, insights and baselines
J Gamper, NA Koohbanani, K Benes, S Graham, M Jahanifar, ...
arXiv preprint arXiv:2003.10778, 2020
1702020
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
1652021
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
1472020
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
1292020
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
822018
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
612018
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
382019
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
302018
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
222021
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
192017
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
172023
Nuclick: From clicks in the nuclei to nuclear boundaries
M Jahanifar, NA Koohbanani, N Rajpoot
arXiv preprint arXiv:1909.03253, 2019
152019
PanNuke Dataset Extension
J Gamper, NA Koohbanani, K Benes, S Graham, M Jahanifar, ...
Insights and Baselines 202 (0), 2020
142020
Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián 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
92020
Significance of hyperparameter optimization for metastasis detection in breast histology images
NA Koohbanani, T Qaisar, M Shaban, J Gamper, N Rajpoot
Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018
62018
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