Muhammad Shaban
Muhammad Shaban
Brigham and Women's Hospital, Harvard Medical School
Verified email at bwh.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer
BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ...
Jama 318 (22), 2199-2210, 2017
13722017
Micro-Net: A unified model for segmentation of various objects in microscopy images
SEA Raza, L Cheung, M Shaban, S Graham, D Epstein, S Pelengaris, ...
Medical image analysis 52, 160-173, 2019
732019
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, 53, 2019
722019
A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma
M Shaban, SA Khurram, MM Fraz, N Alsubaie, I Masood, S Mushtaq, ...
Scientific Reports 9 (1), 1-13, 2019
492019
Context-aware convolutional neural network for grading of colorectal cancer histology images
M Shaban, R Awan, MM Fraz, A Azam, YW Tsang, D Snead, NM Rajpoot
IEEE transactions on medical imaging 39 (7), 2395-2405, 2020
372020
Context-Aware Learning Using Transferable Features for Classification of Breast Cancer Histology Images
R Awan, NA Koohbanani, M Shaban, A Lisowska, N Rajpoot
International Conference Image Analysis and Recognition, 788-795, 2018
372018
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
352019
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
202018
Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review
H Mahmood, M Shaban, BI Indave, AR Santos-Silva, N Rajpoot, ...
Oral Oncology 110, 104885, 2020
162020
Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images
A Agarwalla, M Shaban, NM Rajpoot
arXiv preprint arXiv:1707.08814, 2017
152017
FABnet: Feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer
MM Fraz, SA Khurram, S Graham, M Shaban, M Hassan, A Loya, ...
Neural Computing and Applications 32 (14), 9915-9928, 2020
132020
A Multi-resolution Deep Learning Framework for Lung Adenocarcinoma Growth Pattern Classification
N Alsubaie, M Shaban, D Snead, A Khurram, N Rajpoot
Annual Conference on Medical Image Understanding and Analysis, 3-11, 2018
122018
Multi-person Head Segmentation in Low Resolution Crowd Scenes Using Convolutional Encoder-Decoder Framework
M Shaban, A Mahmood, S Al-maadeed, N Rajpoot
92017
Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images
MM Fraz, M Shaban, S Graham, SA Khurram, NM Rajpoot
Computational Pathology and Ophthalmic Medical Image Analysis, 156-164, 2018
72018
An information fusion framework for person localization via body pose in spectator crowds
M Shaban, A Mahmood, SA Al-Maadeed, N Rajpoot
Information Fusion 51, 178-188, 2019
62019
Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images
RMS Bashir, H Mahmood, M Shaban, SEA Raza, MM Fraz, SA Khurram, ...
Medical Imaging 2020: Digital Pathology 11320, 1132011, 2020
52020
Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview
H Mahmood, M Shaban, N Rajpoot, SA Khurram
British Journal of Cancer, 1-7, 2021
42021
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, 139-147, 2018
22018
A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma
M Shaban, SEA Raza, M Hassan, A Jamshed, S Mushtaq, A Loya, N Batis, ...
arXiv preprint arXiv:2104.12862, 2021
12021
Deep Learning based Digital Cell Profiles for Risk Stratification of Urine Cytology Images
R Awan, K Benes, A Azam, TH Song, M Shaban, C Verrill, YW Tsang, ...
Cytometry Part A, 2021
12021
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