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Muhammad Moazam Fraz
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Blood vessel segmentation methodologies in retinal images–a survey
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, AR Rudnicka, ...
Computer methods and programs in biomedicine 108 (1), 407-433, 2012
12712012
An ensemble classification-based approach applied to retinal blood vessel segmentation
MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, AR Rudnicka, ...
IEEE Transactions on Biomedical Engineering 59 (9), 2538-2548, 2012
10702012
An approach to localize the retinal blood vessels using bit planes and centerline detection
MM Fraz, SA Barman, P Remagnino, A Hoppe, A Basit, B Uyyanonvara, ...
Computer methods and programs in biomedicine 108 (2), 600-616, 2012
4352012
Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy
RA Welikala, MM Fraz, J Dehmeshki, A Hoppe, V Tah, S Mann, ...
Computerized Medical Imaging and Graphics 43, 64-77, 2015
1872015
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), 13341, 2019
1772019
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
1712020
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
1662020
Vision Transformers in medical computer vision—A contemplative retrospection
A Parvaiz, MA Khalid, R Zafar, H Ameer, M Ali, MM Fraz
Engineering Applications of Artificial Intelligence 122, 106126, 2023
1532023
Localization and segmentation of optic disc in retinal images using circular Hough transform and grow-cut algorithm
M Abdullah, MM Fraz, SA Barman
PeerJ 4, e2003, 2016
1332016
Application of morphological bit planes in retinal blood vessel extraction
MM Fraz, A Basit, SA Barman
Journal of digital imaging 26, 274-286, 2013
1142013
Multiscale segmentation of exudates in retinal images using contextual cues and ensemble classification
MM Fraz, W Jahangir, S Zahid, MM Hamayun, SA Barman
Biomedical Signal Processing and Control 35, 50-62, 2017
1082017
Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification
MM Fraz, AR Rudnicka, CG Owen, SA Barman
International journal of computer assisted radiology and surgery 9, 795-811, 2014
912014
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size–An automated system for quantification of retinal vessels morphology
MM Fraz, RA Welikala, AR Rudnicka, CG Owen, DP Strachan, SA Barman
Expert Systems with Applications 42 (20), 7221-7234, 2015
882015
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies
RA Welikala, MM Fraz, PJ Foster, PH Whincup, AR Rudnicka, CG Owen, ...
Computers in biology and medicine 71, 67-76, 2016
762016
Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture
RMS Bashir, M Shahzad, MM Fraz
Pattern Recognition 90, 52-65, 2019
692019
Person re-identification: A retrospective on domain specific open challenges and future trends
A Zahra, N Perwaiz, M Shahzad, MM Fraz
Pattern Recognition 142, 109669, 2023
602023
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, 9915-9928, 2020
592020
Retinal vasculometry associations with cardiometabolic risk factors in the european prospective investigation of cancer—norfolk study
CG Owen, AR Rudnicka, RA Welikala, MM Fraz, SA Barman, R Luben, ...
Ophthalmology 126 (1), 96-106, 2019
572019
A supervised method for retinal blood vessel segmentation using line strength, multiscale Gabor and morphological features
MM Fraz, P Remagnino, A Hoppe, S Velastin, B Uyyanonvara, ...
2011 IEEE International Conference on Signal and Image Processing …, 2011
532011
Optic disc detection and boundary extraction in retinal images
A Basit, MM Fraz
Applied optics 54 (11), 3440-3447, 2015
502015
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Articles 1–20