Gustavo Carneiro - Publications, H-index & Citations

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Gustavo Carneiro

University of Surrey

56H-index

471Paper Count

1.5WCitation Count

Published Papers 60

Publication Date

AutoCumulus: an automated mammographic density measure created using artificial intelligence

BMC Cancer

IF3.4

2026-05-28

OAAI

Osamah Al-qershi; Tuong L. Nguyen; Michael S. Elliott; Daniel F. Schmidt; Enes Makalic; Shuai Li; Samantha K. Fox; James G. Dowty; Carlos A. Peña-Solorzano; Chun Fung Kwok; Yuanhong Chen; Chong Wang; Jocelyn Lippey; Peter Brotchie; Gustavo Carneiro; Davis J. McCarthy; Yeojin Jeong; Joohon Sung; Helen M. L. Frazer; John L. Hopper

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Deep learning Algorithm for Wound assessment after total kNee (DAWN) arthroplasty a prospective study protocol

Bone & Joint Open

IF3.1

2026-05-01

PREAI

Pendyala, S.; Vijay, A.; Akram, N.; Coppola, A.; Jones, S.; Clement, N. D.; Carneiro, G.; Kader, D. F.

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PASS: Peer-agreement based sample selection for training with instance dependent noisy labels

Image and Vision Computing

IF4.2

2025-12-16

OAAI

Arpit Garg; Cuong Nguyen; Rafael Felix; Thanh-Toan Do; Gustavo Carneiro

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EndoCompass Project: Artificial Intelligence in Endocrinology

HORMONE RESEARCH IN PAEDIATRICS

IF2.7

2025-12-01

OAAI

Assie, Guillaume; Carneiro, Gustavo; Davies, Eleanor; Sojat, Antoan Stefan; Mertens, Jonathan

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EndoCompass project: artificial intelligence in endocrinology

EUROPEAN JOURNAL OF ENDOCRINOLOGY

IF5.2

2025-10-01

OAAI

Assie, Guillaume; Carneiro, Gustavo; Davies, Eleanor; Sojat, Antoan Stefan; Mertens, Jonathan

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AI-powered prediction of nanoparticle pharmacokinetics: A multi-view learning approach

Materials Today Communications

IF4.5

2025-09-10

PREAI

Amirhossein Khakpour; Lucia Florescu; Richard Tilley; Haibo Jiang; K. Swaminathan Iyer; Gustavo Carneiro

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Bimodal defect segmentation with Geometric Prior-supported Anti-imbalance Learning for pavement defect evaluation and repair

Automation in Construction

IF11.5

2025-09-02

PREAI

Yanyan Wang; Kechen Song; Yuyuan Liu; Tianze Li; Yunhui Yan; Gustavo Carneiro

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Learning to complement with multiple humans

Pattern Recognition

IF7.6

2025-09-01

PREAI

Zheng Zhang; Cuong Nguyen; Kevin Wells; Thanh-Toan Do; Gustavo Carneiro

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Mixture of Gaussian-Distributed Prototypes With Generative Modelling for Interpretable and Trustworthy Image Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-08-01

PREAI

Chong Wang; Yuanhong Chen; Fengbei Liu; Yuyuan Liu; Davis James McCarthy; Helen Frazer; Gustavo Carneiro

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Progressive Mining and Dynamic Distillation of Hierarchical Prototypes for Disease Classification and Localisation

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-01

PREAI

Chong Wang; Fengbei Liu; Yuanhong Chen; Chun Fung Kwok; Michael Elliott; Carlos Peña-Solorzano; Davis James McCarthy; Helen Frazer; Gustavo Carneiro

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Unpaired multi-modal training and single-modal testing for detecting signs of endometriosis

Computerized Medical Imaging and Graphics

IF4.9

2025-05-29

OAAI

Yuan Zhang; Hu Wang; David Butler; Brandon Smart; Yutong Xie; Minh-Son To; Steven Knox; George Condous; Mathew Leonardi; Jodie C. Avery; M. Louise Hull; Gustavo Carneiro

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ANNE: Adaptive Nearest Neighbours and Eigenvector-based sample selection for robust learning with noisy labels

PATTERN RECOGNITION

IF7.6

2025-03-01

PREAI

Cordeiro, Filipe R.; Carneiro, Gustavo

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L2CU: Learning to Complement Unseen Users

IEEE Access

IF3.6

2025-01-01

OAAI

Dileepa Pitawela; Gustavo Carneiro; Hsiang-Ting Chen

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Human-AI collaborative multi-modal multi-rater learning for endometriosis diagnosis

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2024-12-24

OAAI

Wang, Hu; Butler, David; Zhang, Yuan; Avery, Jodie; Knox, Steven; Ma, Congbo; Hull, Louise; Carneiro, Gustavo

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BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations

MEDICAL IMAGE ANALYSIS

IF11.8

2024-08-01

OAAI

Chen, Yuanhong; Liu, Yuyuan; Wang, Chong; Elliott, Michael; Kwok, Chun Fung; Pena-Solorzano, Carlos; Tian, Yu; Liu, Fengbei; Frazer, Helen; McCarthy, Davis J.; Carneiro, Gustavo

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Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-07-01

OAAI

Hermoza, Renato; Nascimento, Jacinto C.; Carneiro, Gustavo

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Diabetic foot ulcers segmentation challenge report: Benchmark and analysis

MEDICAL IMAGE ANALYSIS

IF11.8

2024-05-01

OAAI

Yap, Moi Hoon; Cassidy, Bill; Byra, Michal; Liao, Ting-yu; Yi, Huahui; Galdran, Adrian; Chen, Yung-Han; Bruengel, Raphael; Koitka, Sven; Friedrich, Christoph M.; Lo, Yu-wen; Yang, Ching-hui; Li, Kang; Lao, Qicheng; Ballester, Miguel A. Gonzalez; Carneiro, Gustavo; Ju, Yi-Jen; Huang, Juinn-Dar; Pappachan, Joseph M.; Reeves, Neil D.; Chandrabalan, Vishnu; Dancey, Darren; Kendrick, Connah

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The Application of Radiomics and AI to Molecular Imaging for Prostate Cancer

JOURNAL OF PERSONALIZED MEDICINE

IF3

2024-03-07

OAAI

Tapper, William; Carneiro, Gustavo; Mikropoulos, Christos; Thomas, Spencer A.; Evans, Philip M.; Boussios, Stergios

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An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-01-01

PREAI

Wang, Chong; Chen, Yuanhong; Liu, Fengbei; Elliott, Michael; Kwok, Chun Fung; Pena-Solorzano, Carlos; Frazer, Helen; McCarthy, Davis James; Carneiro, Gustavo

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AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-01-01

OAAI

de Vente, Coen; Vermeer, Koenraad A.; Jaccard, Nicolas; Wang, He; Sun, Hongyi; Khader, Firas; Truhn, Daniel; Aimyshev, Temirgali; Zhanibekuly, Yerkebulan; Le, Tien-Dung; Galdran, Adrian; Ballester, Miguel Angel Gonzalez; Carneiro, Gustavo; Devika, R. G.; Sethumadhavan, Hrishikesh Panikkasseril; Puthussery, Densen; Liu, Hong; Yang, Zekang; Kondo, Satoshi; Kasai, Satoshi; Wang, Edward; Durvasula, Ashritha; Heras, Jonathan; Zapata, Miguel Angel; Araujo, Teresa; Aresta, Guilherme; Bogunovic, Hrvoje; Arikan, Mustafa; Lee, Yeong Chan; Cho, Hyun Bin; Choi, Yoon Ho; Qayyum, Abdul; Razzak, Imran; van Ginneken, Bram; Lemij, Hans G.; Sanchez, Clara I.

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Research Directions