| 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 | 1150 | 2012 |
| 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 | 900 | 2012 |
| 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 | 404 | 2012 |
| 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 | 161 | 2015 |
| 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 | 137 | 2019 |
| 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 | 123 | 2020 |
| 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 | 119 | 2020 |
| 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 | 117 | 2016 |
| Application of morphological bit planes in retinal blood vessel extraction MM Fraz, A Basit, SA Barman Journal of digital imaging 26, 274-286, 2013 | 105 | 2013 |
| 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 | 94 | 2017 |
| 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 | 82 | 2014 |
| 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 | 70 | 2015 |
| 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 | 68 | 2016 |
| Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture RMS Bashir, M Shahzad, MM Fraz Pattern Recognition 90, 52-65, 2019 | 52 | 2019 |
| 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 | 49 | 2011 |
| Optic disc detection and boundary extraction in retinal images A Basit, MM Fraz Applied optics 54 (11), 3440-3447, 2015 | 48 | 2015 |
| 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 | 47 | 2019 |
| Retinal vessel extraction using first-order derivative of Gaussian and morphological processing MM Fraz, P Remagnino, A Hoppe, B Uyyanonvara, CG Owen, ... Advances in Visual Computing: 7th International Symposium, ISVC 2011, Las …, 2011 | 45 | 2011 |
| 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 | 44 | 2020 |
| 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 | 43 | 2023 |
Sarah BarmanProfessor, Kingston UniversityVerified email at kingston.ac.uk
