Trucco, Manuel

Professor

  • United Kingdom

  • 1766 Citations
  • 22 h-Index
20042024

Research output per year

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Research Output

2020

Association between Hypertension and Retinal Vascular Features in Ultra-Widefield Fundus Imaging

Robertson, G., Fleming, A., Williams, M. C., Trucco, M., Quinn, N. B., Hogg, R. E., McKay, G. J., Kee, F., Young, I., Pellegrini, E., Newby, D. E., van Beek, E. J. R., Peto, T., Dhillon, B., van Hemert, J. & MacGillivray, T. J., Feb 2020, In : Open Heart. 7, 1, p. 1-7 7 p., e001124.

Research output: Contribution to journalArticle

Open Access
File
22 Downloads (Pure)

Retinal Vessel Analysis as a Novel Screening Tool to Identify Childhood Acute Lymphoblastic Leukemia Survivors at Risk of Cardiovascular Disease

Azanan, M. S., Chandrasekaran, S., Rosli, E. S., Chua, L. L., Oh, L., Chin, T. F., Yap, T. Y., Rajagopal, R., Rajasuriar, R., MacGillivray, T., Trucco, E., Ramli, N., Kamalden, T. A. & Ariffin, H., 28 Feb 2020, In : Journal of Pediatric Hematology/Oncology.

Research output: Contribution to journalArticle

Retinal Vessel Phenotype In Patients With Primary Open-Angle Glaucoma

Chiquet, C., Gavard, O., MacGillivray, T. J., Bron, A. M., Semecas, R., Arnould, L., Trucco, M. & Aptel, F., Feb 2020, In : Acta Ophthalmologica. 98, 1, p. e88-e93 6 p.

Research output: Contribution to journalArticle

2019

A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features

Fetit, A., Doney, A., Hogg, S., Wang, R., MacGillivray, T., Wardlaw, J. M., Doubal, F. N., McKay, G. J., McKenna, S. & Trucco, E., 5 Mar 2019, In : Scientific Reports. 9, 1, p. 1-10 10 p., 3591.

Research output: Contribution to journalArticle

Open Access
File
96 Downloads (Pure)

An Image Processing System for Char Combustion Reactivity Characterisation

Chaves, D., Trucco, E., Barraza, J. & Trujillo, M. P., Apr 2019, In : Computers in Industry. 106, p. 60-70 11 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Associations with photoreceptor thickness measures in the UK Biobank

UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Dhillon, B., Aslam, T., Balaskas, K., Yang, Q., Keane, P. A., Tufail, A., Reisman, C., Foster, P. J. & Patel, P. J., 19 Dec 2019, In : Scientific Reports. 9, p. 1-14 14 p., 19440.

Research output: Contribution to journalArticle

Open Access
File
28 Downloads (Pure)

Automated detection of age-related macular degeneration in color fundus photography: a systematic review

Pead, E., Megaw, R., Cameron, J., Fleming, A., Dhillon, B., Trucco, E. & MacGillivray, T., 1 Jul 2019, In : Survey of Ophthalmology. 64, 4, p. 498-511 14 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
88 Downloads (Pure)

Cohort profile: Design and methods in the eye and vision consortium of UK Biobank

UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Thomas, D., Allen, N., Lotery, A., Desai, P., Patel, P., Muthy, Z., Sudlow, C., Peto, T., Khaw, P. T. & Foster, P. J., 21 Feb 2019, In : BMJ Open. 9, 2, p. e025077 13 p., e025077.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
115 Downloads (Pure)

Investigating the Relationship Between Type 2 Diabetes and Dementia Using Electronic Medical Records in the GoDARTS Bioresource

Doney, A. S. F., Bonney, W., Jefferson, E., Walesby, K. E., Bittern, R., Trucco, E., Connelly, P., McCrimmon, R. J. & Palmer, C. N. A., Oct 2019, In : Diabetes Care. 42, 10, p. 1973-1980 8 p.

Research output: Contribution to journalArticle

Labels 2019 preface

Heller, N., Sznitman, R., Cheplygina, V., Mateus, D. & Trucco, E., 1 Jan 2019, Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention: International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Zhou, L., Heller, N., Shi, Y., Xiao, Y., Sznitman, R., Cheplygina, V., Mateus, D., Trucco, E., Hu, X. S., Chen, D., Chabanas, M., Rivaz, H. & Reinertsen, I. (eds.). Switzerland: Springer , Vol. 11851. p. vii 1 p. (Lecture Notes in Computer Science; vol. 11851).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-trait genome-wide association study identifies new loci associated with optic disc parameters

NEIGHBORHOOD Consortium & UK Biobank Eye and Vision Consortium, 27 Nov 2019, In : Communications Biology. 2, 1, 13 p., 435.

Research output: Contribution to journalArticle

Open Access
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32 Downloads (Pure)

Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease

Veluchamy, A., Ballerini, L., Vitart, V., Schraut, K. E., Kirin, M., Campbell, H., Joshi, P. K., Relan, D., Harris, S., Vaidya, S. S. ., Dhillon, B., Zhou, K., Pearson, E., Hayward, C., Polašek, O., Deary, I. J., MacGillivray, T. J., Wilson, J. F., Trucco, M., Palmer, C. & 1 others, Doney, A., Dec 2019, In : Arteriosclerosis, Thrombosis, and Vascular Biology. 39, 12, p. 2542-2552 11 p.

Research output: Contribution to journalArticle

Open Access
File
83 Downloads (Pure)

Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development

UK Biobank Eye and Vision Consortium, Pozarickij, A., Williams, C., Hysi, P. G. & Guggenheim, J. A., 2019, In : Communications Biology. 2, p. 1-8 8 p., 167.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
62 Downloads (Pure)

Quantitative assessment of the conjunctival microcirculation using a smartphone and slit-lamp biomicroscope

Brennan, P. F., Mcneil, A. J., Jing, M., Awuah, A., Finlay, D. D., Blighe, K., McLaughlin, J. A. D., Wang, R., Moore, J. E., Nesbit, M. A., Trucco, M., Spence, M. S. & Moore, C. B. T., Nov 2019, In : Microvascular Research. 126, p. 1-5 5 p., 103907.

Research output: Contribution to journalArticle

Retinal microvascular features and cognitive change in the Lothian-Birth Cohort 1936

McGrory, S., Ballerini, L., Okely, J. A., Ritchie, S. J., Doubal, F. N., Doney, A. S. F., Dhillon, B., Starr, J. M., MacGillivray, T. J., Trucco, E., Wardlaw, J. M. & Deary, I. J., 1 Dec 2019, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 11, p. 500-509 10 p.

Research output: Contribution to journalArticle

Open Access
File
61 Downloads (Pure)

Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study

McGrory, S., Ballerini, L., Doubal, F. N., Staals, J., Allerhand, M., Valdes-Hernandez, M. D. C., Wang, X., MacGillivray, T., Doney, A. S. F., Dhillon, B., Starr, J. M., Bastin, M. E., Trucco, E., Deary, I. J. & Wardlaw, J. M., 19 Apr 2019, In : Scientific Reports. 9, 1, p. 1-11 11 p., 6320.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
83 Downloads (Pure)

Retinal Vessel Phenotype in Patients with Non-Arteritic Anterior Ischemic Optic Neuropathy

Remond, P., Aptel, F., Cunnac, P., Labarere, J., Palombi, K., Pepin, J-L., Pollet-Villard, F., Hogg, S., Wang, R., MacGillivray, T., Trucco, E. & Chiquet, C., Dec 2019, In : Veterinary Ophthalmology. 208, p. 178-184 7 p.

Research output: Contribution to journalArticle

VAMPIRE® fundus image analysis algorithms: Validation and diagnostic relevance in hypertensive cats

Cirla, A., Drigo, M., Ballerini, L., Trucco, E. & Barsotti, G., 1 Nov 2019, In : Veterinary Ophthalmology. 22, 6, p. 819-827 9 p.

Research output: Contribution to journalArticle

Open Access
File
19 Downloads (Pure)
2018

A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy

Pellegrini, E., Robertson, G., MacGillivray, T., van Hemert, J., Houston, J. & Trucco, E., Feb 2018, In : IEEE Transactions on Medical Imaging. 37, 2, p. 516-526 11 p., 8067510.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
261 Downloads (Pure)
Open Access
File
7 Citations (Scopus)
205 Downloads (Pure)

Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error

CREAM, 23andMe Research Team, UK Biobank Eye and Vision Consortium & Klaver, C. C. W., 1 Jun 2018, In : Nature Genetics. 50, 6, p. 834-848 15 p.

Research output: Contribution to journalArticle

44 Citations (Scopus)

LABELS 2018 Preface

Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Duong, L., Zahnd, G., Demirci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, P. (eds.). 1 ed. Switzerland: Springer , Vol. 11043. p. IX 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review

Pellegrini, E., Ballerini, L., Hernandez, M. D. C. V., Chappell, F. M., González-Castro, V., Anblagan, D., Danso, S., Maniega, S. M., Job, D. E., Pernet, C., Mair, G., MacGillivray, T., Trucco, E. & Wardlaw, J. M., 2018, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 10, p. 519-535 17 p.

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
139 Downloads (Pure)

OMIA 2018 Preface

Xu, Y., Trucco, E., Garvin, M. K., Chen, X. & Bogunović, H., 2018, Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 - 20, 2018, Proceedings. 1 ed. Vol. 11039 LNCS. p. IX

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Retinal microvascular parameters are not associated with reduced renal function in a study of individuals with type 2 diabetes

McKay, G. J., Paterson, E. N., Maxwell, A. P., Cardwell, C. C., Wang, R., Hogg, S., MacGillivray, T. J., Trucco, E. & Doney, A. S., 2 Mar 2018, In : Scientific Reports. 8, p. 1-8 8 p., 3931.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
162 Downloads (Pure)

Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features

Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S., Jan 2018, In : IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
270 Downloads (Pure)

Towards Standardization of Quantitative Retinal Vascular Parameters: Comparison of SIVA and VAMPIRE Measurements in the Lothian Birth Cohort 1936

McGrory, S., Taylor, A. M., Pellegrini, E., Ballerini, L., Kirin, M., Doubal, F. N., Wardlaw, J. M., Doney, A. S. F., Dhillon, B., Starr, J. M., Trucco, E., Deary, I. J. & MacGillivray, T. J., Mar 2018, In : Translational Vision Science and Technology. 7, 2, p. 1-17 17 p., 12.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
146 Downloads (Pure)

Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering

Mookiah, M. R. K., McGrory, S., Hogg, S., Price, J., Forster, R., MacGillivray, T. J. & Trucco, E., 14 Sep 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 294-302 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
52 Downloads (Pure)

Using Orthogonal Locality Preserving Projections to Find Dominant Features for Classifying Retinal Blood Vessels

Relan, D., Ballerini, L., Trucco, E. & MacGillivray, T., 1 Aug 2018, In : Multimedia Tools and Applications. 78, 10, p. 12783-12803 21 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
86 Downloads (Pure)
2017

Cardiac-gated slit lamp videography as a novel approach to assessing a microcirculatory network

Brennan, P. F., Finlay, D. D., Spence, M. S., Awauh, A., McLaughlin, J. A. D., Moore, J. E., Nesbit, M. A., Trucco, E., Wang, R. & Moore, C. B. T., 2017, In : Computing in Cardiology. 44, p. 1-4 4 p.

Research output: Contribution to journalArticle

Comparison of automatic vessel segmentation techniques for whole body magnetic resonance angiography with limited ground truth data

McNeil, A., Degano, G., Poole, I., Houston, G. & Trucco, E., 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Hernandez, M. V. & Gonzalez-Castro, V. (eds.). Switzerland: Springer , p. 144-155 12 p. (Communications in Computer and Information Science; vol. 723).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Evaluation of coronary artery disease as a risk factor for reticular pseudodrusen

McCarter, R. V., McKay, G. J., Quinn, N. B., Chakravarthy, U., MacGillivray, T. J., Robertson, G., Pellegrini, E., Trucco, E., Williams, M. C., Peto, T., Dhillon, B., van Beek, E. J. R., Newby, D. E., Kee, F., Young, I. S. & Hogg, R. E., 19 Aug 2017, In : British Journal of Ophthalmology. 102, 4, p. 483-489 7 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
130 Downloads (Pure)

Extended multi-resolution local patterns - A discriminative feature learning approach for colonoscopy image classification

Manivannan, S. & Trucco, M., 2017, CARE 2016: Computer-Assisted and Robotic Endoscopy. Yang, G-Z., Navab, N., McLeod, J., Peters, T., Mori, K., Luo, X. & Reichl, T. (eds.). Switzerland: Springer , Vol. 10170. p. 48-58 11 p. (Lecture Notes in Computer Science; vol. 10170).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lateral thinking: interocular symmetry in neurovascular patterning, in health and disease

Cameron, J. R., Megaw, R. D., Tatham, A. J., McGrory, S., MacGillivray, T. J., Doubal, F. N., Wardlaw, J. M., Trucco, E., Chandran, S. & Dhillon, B., Jul 2017, In : Progress in Retinal and Eye Research . 59, p. 131-157 27 p.

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
268 Downloads (Pure)

Preface

Chen, X. (ed.), Li, S. (ed.), Trucco, E. (ed.), Liu, J. J. (ed.), Shi, Y. (ed.) & Zou, B. (ed.), Jan 2017, In : Computerized Medical Imaging and Graphics. 55, p. 1 1 p.

Research output: Contribution to journalArticle

Preface OMIA 2017

Bogunovic, H., Chen, X., Garvin, M. K., Trucco, E. & Xu, Y., Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). 1 ed. Switzerland, Vol. 10554. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantitative Measurements of Enlarged Perivascular Spaces in the Brain Are Associated with Renal Microvascular Parameters

Trucco, E., Ballerini, L., McGrory, S., Hernandez, M. C. V., Lovreglio, R., Pellegrini, E., MacGillivray, T., Maniega, S. M., Henderson, R. K., Taylor, A. M., Bastin, M. E., Deary, I. J. & Wardlaw, J. M., 11 Jul 2017.

Research output: Contribution to conferenceAbstract

Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population

Fetit, A., Manivannan, S., McGrory, S., Ballerini, L., Doney, A., MacGillivray, T. J., Deary, I. J., Wardlaw, J. M., Doubal, F., McKay, G. J., McKenna, S. & Trucco, E., 14 Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI2017, Quebec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). Switzerland: Springer , p. 150-158 9 p. (Lecture Notes in Computer Science; vol. 10554).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
154 Downloads (Pure)

Retinal microvascular network geometry and cognitive abilities in community-dwelling older people: The Lothian Birth Cohort 1936 study

McGrory, S., Taylor, A. M., Kirin, M., Corley, J., Pattie, A., Cox, S. R., Dhillon, B., Wardlaw, J. M., Doubal, F. N., Starr, J. M., Trucco, E., MacGillivray, T. J. & Deary, I. J., 1 Jul 2017, In : British Journal of Ophthalmology. 101, 7, p. 993-998 7 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
133 Downloads (Pure)

Sub-Category Classifiers for Multiple-Instance Learning and its Application to Retinal Nerve Fiber Layer Visibility Classification

Manivannan, S., Cobb, C., Burgess, S. & Trucco, E., May 2017, In : IEEE Transactions on Medical Imaging. 36, 5, p. 1140-1150 11 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
300 Downloads (Pure)

The application of retinal fundus camera imaging in dementia: A systematic review

McGrory, S., Cameron, J. R., Pellegrini, E., Warren, C., Doubal, F. N., Deary, I. J., Dhillon, B., Wardlaw, J. M., Trucco, E. & MacGillivray, T. J., 2017, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 6, p. 91-107 17 p.

Research output: Contribution to journalReview article

Open Access
File
34 Citations (Scopus)
170 Downloads (Pure)
2016

Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks

Annunziata, R. & Trucco, E., Nov 2016, In : IEEE Transactions on Medical Imaging. 35, 11, p. 2381-2392 12 p.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
195 Downloads (Pure)

A fully automated tortuosity quantification system with application to corneal nerve fibres in confocal microscopy images

Annunziata, R., Kheirkhah, A., Aggarwal, S., Hamrah, P. & Trucco, E., 1 Aug 2016, In : Medical Image Analysis. 32, p. 216-232 17 p.

Research output: Contribution to journalArticle

Open Access
File
19 Citations (Scopus)
176 Downloads (Pure)

Assessment of Ischemic Index in Retinal Vascular Diseases Using Ultra-Wide-Field Fluorescein Angiography: Single Versus Summarized Image

Franco-Cardenas, V., Shah, S. U., Apap, D., Joseph, A., Heilweil, G., Zutis, K., Trucco, E. & Hubschman, J. P., Apr 2016, In : Seminars in Ophthalmology. 32, p. 353-357 5 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
131 Downloads (Pure)

Automatic generation of synthetic retinal fundus images: Vascular network

Menti, E., Bonaldi, L., Ballerini, L., Ruggeri, A. & Trucco, E., 2016, Simulation and Synthesis in Medical Imaging - 1st International Workshop, SASHIMI 2016 held in conjunction with MICCAI 2016, Proceedings. Tsaftaris, S. A., Gooya, A., Frangi, A. F. & Prince, J. L. (eds.). Springer Verlag, Vol. 9968 LNCS. p. 167-176 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9968 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
7 Citations (Scopus)
253 Downloads (Pure)

Enhancing normal-abnormal classification accuracy in colonoscopy videos via temporal consistency

Puerto-Souza, G. A., Manivannan, S., Trujillo, M. P., Hoyos, J. A., Trucco, E. & Mariottini, G-L., 20 Feb 2016, Computer-Assisted and Robotic Endoscopy: Second International Workshop, CARE 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. Luo, X., Reichl, T., Reiter, A. & Mariottini, G-L. (eds.). Springer Verlag, Vol. 9515. p. 129-139 11 p. (Lecture notes in computer science ; vol. 9515).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks

Li, W., Manivannan, S., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. June-2016. p. 1405-1408 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
24 Citations (Scopus)
293 Downloads (Pure)

Hierarchical mix-pooling and its applications to biomedical image classification

Manivannan, S., Wang, R. & Trucco, E., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. 2016-June. p. 541-544 4 p. 7493326

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
125 Downloads (Pure)

Leveraging multiscale hessian-based enhancement with a novel exudate inpainting technique for retinal vessel segmentation

Annunziata, R., Garzelli, A., Ballerini, L., Mecocci, A. & Trucco, E., 6 Jul 2016, In : IEEE Journal of Biomedical and Health Informatics. 20, 4, p. 1129-1138 10 p.

Research output: Contribution to journalArticle

63 Citations (Scopus)

Local structure prediction for gland segmentation

Manivannan, S., Li, W., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. 2016-June. p. 799-802 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
219 Downloads (Pure)