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Alejandro F Frangi · SciRah

Researcher profile · Semantic Scholar

Alejandro F Frangi

The University of Manchester

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Alejandro F Frangi — researcher profile on SciRah

ORCID iD 0000-0002-2675-528XHomepage

h-index: 75
Works: 689
Citations: 33K

Most-cited papers

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir, Alejandro F Frangi, A. R. Porras, Ben Glocker +116 more
2023British medical journal839 citations Open access
Semantic Scholar
Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG
Jie Zhang, Yihui Zhao, Fergus Shone, Zhen-Hong Li +3 more
2022IEEE transactions on neural systems and rehabilitation engineering197 citations Open access
Semantic Scholar
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network
Xuegang Song, Feng Zhou, Alejandro F Frangi, Jiuwen Cao +4 more
2022IEEE Transactions on Medical Imaging127 citations
Semantic Scholar
Predicting myocardial infarction through retinal scans and minimal personal information
A. Diaz-Pinto, N. Ravikumar, Rahman Attar, A. Suinesiaputra +13 more
2022Nature Machine Intelligence95 citations
Semantic Scholar
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease
Bai-Ying Lei, Nina Cheng, Alejandro F Frangi, Ee-Leng Tan +6 more
2020Medical Image Anal.90 citations Open access
Semantic Scholar
In-silico trial of intracranial flow diverters replicates and expands insights from conventional clinical trials
A. Sarrami-Foroushani, T. Lassila, M. MacRaild, J. Asquith +3 more
2021Nature Communications78 citations Open access
Semantic Scholar
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography
Libao Guo, Bai-Ying Lei, Weiling Chen, Jie Du +6 more
2021Medical Image Anal.78 citations Open access
Semantic Scholar
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification
M. Abdar, Mohammad Amin Fahami, L. Rundo, P. Radeva +6 more
2023IEEE Transactions on Industrial Informatics72 citations Open access
Semantic Scholar
Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: a systematic review
R. Frood, C. Burton, C. Tsoumpas, Alejandro F Frangi +3 more
2021European Journal of Nuclear Medicine and Molecular Imaging72 citations Open access
Semantic Scholar
Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning
Yan Xia, N. Ravikumar, J. Greenwood, S. Neubauer +2 more
2021Medical Image Anal.68 citations Open access
Semantic Scholar
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer
Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhen-Hong Li +4 more
2022IEEE Transactions on Instrumentation and Measurement64 citations Open access
Semantic Scholar
Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer’s disease and mild cognitive impairment
Jianyang Xie, Quanyong Yi, Yufei Wu, Yalin Zheng +12 more
2023British Journal of Ophthalmology58 citations Open access
Semantic Scholar
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds
Xiang Chen, N. Ravikumar, Yan Xia, Rahman Attar +5 more
2021Medical Image Anal.58 citations Open access
Semantic Scholar
Interdisciplinary research: shaping the healthcare of the future
S. Smye, Alejandro F Frangi
2021Future healthcare journal50 citations Open access
Semantic Scholar
Diagnosis of early Alzheimer’s disease based on dynamic high order networks
Bai-Ying Lei, Shuangzhi Yu, Xin Zhao, Alejandro F Frangi +4 more
2020Brain Imaging and Behavior50 citations
Semantic Scholar
Parkinson’s Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data
Zhong-Wei Huang, Hai-Jun Lei, Guo-Liang Chen, Alejandro F Frangi +4 more
2021IEEE Transactions on Neural Networks and Learning Systems46 citations
Semantic Scholar
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction
Mingyuan Luo, Xin Yang, Hongzhang Wang, Haoran Dou +10 more
2023Medical Image Anal.45 citations
Semantic Scholar
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation
Mohammad Hamghalam, Alejandro F Frangi, Baiying Lei, Amber L. Simpson
2021International Conference on Medical Image Computing and Computer-Assisted Intervention40 citations Open access
Semantic Scholar
Medical imaging and computational image analysis in COVID-19 diagnosis: A review
Shahabedin Nabavi, Azar Ejmalian, M. Moghaddam, Ahmad Ali Abin +3 more
2020Comput. Biol. Medicine36 citations Open access
Semantic Scholar
Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale
Yan Xia, Xiang Chen, N. Ravikumar, C. Kelly +5 more
2022Medical Image Anal.34 citations Open access
Semantic Scholar
A Deep Discontinuity-Preserving Image Registration Network
Xiang Chen, N. Ravikumar, Yan Xia, Alejandro F Frangi
2021International Conference on Medical Image Computing and Computer-Assisted Intervention33 citations Open access
Semantic Scholar
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning
Fengming Lin, Yan Xia, Shuang Song, N. Ravikumar +1 more
2023Comput. Methods Programs Biomed.32 citations Open access
Semantic Scholar
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yu-Hao Huang +5 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention30 citations Open access
Semantic Scholar
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation
Yujin Hu, B. Xia, M. Mao, Zelong Jin +5 more
2020IEEE Access30 citations Open access
Semantic Scholar
Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound
Xin Yang, Haoming Li, Yi Wang, Xiaowen Liang +7 more
2021Medical Image Anal.29 citations
Semantic Scholar
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography
Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang +9 more
2022Medical Image Anal.28 citations
Semantic Scholar
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame
A. Zakeri, Alireza Hokmabadi, Ning Bi, Isuru Wijesinghe +5 more
2022Medical Image Anal.27 citations Open access
Semantic Scholar
Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine prediction model using artificial intelligence
R. Nadarajah, Jian-Hua Wu, Alejandro F Frangi, David C. Hogg +2 more
2021BMJ Open27 citations Open access
Semantic Scholar
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis
Bai-Ying Lei, Nina Cheng, Alejandro F Frangi, Yi-Chen Wei +11 more
2021Medical Image Anal.26 citations Open access
Semantic Scholar
An automatic framework for endoscopic image restoration and enhancement
M. Asif, Lei Chen, Hong Song, Jian Yang +1 more
2020Applied intelligence (Boston)25 citations
Semantic Scholar
Utility of pre-treatment FDG PET/CT–derived machine learning models for outcome prediction in classical Hodgkin lymphoma
R. Frood, M. Clark, C. Burton, C. Tsoumpas +4 more
2022European Radiology24 citations Open access
Semantic Scholar
Style Curriculum Learning for Robust Medical Image Segmentation
Zhendong Liu, Manh The Van, Xin Yang, Xiaoqiong Huang +5 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention24 citations Open access
Semantic Scholar
Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images
A. Vukićević, N. Filipović, V. Milic, A. Zabotti +6 more
2020IEEE journal of biomedical and health informatics24 citations Open access
Semantic Scholar
Discovery of Pre-Treatment FDG PET/CT-Derived Radiomics-Based Models for Predicting Outcome in Diffuse Large B-Cell Lymphoma
R. Frood, M. Clark, C. Burton, C. Tsoumpas +4 more
2022Cancers23 citations Open access
Semantic Scholar
Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM
Huai-Fei Hu, Ning Pan, Alejandro F Frangi
2023Comput. Methods Programs Biomed.20 citations Open access
Semantic Scholar
Medicine-Based Evidence in Congenital Heart Disease: How Artificial Intelligence Can Guide Treatment Decisions for Individual Patients
Jef Van den Eynde, C. Manlhiot, A. Van de Bruaene, G. Diller +3 more
2021Frontiers in Cardiovascular Medicine20 citations Open access
Semantic Scholar
AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo
Yuan Jin, Antonio Pepe, Jian-Ning Li, C. Gsaxner +5 more
2021arXiv.org20 citations
Semantic Scholar
Radiology report generation using transformers conditioned with non-imaging data
Nurbanu Aksoy, N. Ravikumar, Alejandro F Frangi
2023Medical Imaging18 citations Open access
Semantic Scholar
Deep Physics-Informed Super-Resolution of Cardiac 4D-Flow MRI
Fergus Shone, N. Ravikumar, T. Lassila, M. MacRaild +5 more
2023Information Processing in Medical Imaging17 citations Open access
Semantic Scholar
Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images
Rodrigo Bonazzola, N. Ravikumar, Rahman Attar, Enzo Ferrante +2 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention16 citations Open access
Semantic Scholar
Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer
Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao +7 more
2021IEEE International Symposium on Biomedical Imaging16 citations Open access
Semantic Scholar
A generalised deep meta-learning model for automated quality control of cardiovascular magnetic resonance images
Shahabedin Nabavi, Hossein Simchi, M. Moghaddam, Ahmad Ali Abin +1 more
2023Comput. Methods Programs Biomed.14 citations Open access
Semantic Scholar
A probabilistic deep motion model for unsupervised cardiac shape anomaly assessment
A. Zakeri, Alireza Hokmabadi, N. Ravikumar, Alejandro F Frangi +1 more
2021Medical Image Anal.14 citations Open access
Semantic Scholar
Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound
Yuxin Zou, Haoran Dou, Yu-Hao Huang, Xin Yang +8 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention13 citations Open access
Semantic Scholar
A Comparative Study of Spatio-Temporal U-Nets for Tissue Segmentation in Surgical Robotics
Aleks Attanasio, C. Alberti, Bruno Scaglioni, Nils Marahrens +5 more
2021IEEE Transactions on Medical Robotics and Bionics13 citations Open access
Semantic Scholar
OpenMandible: An open-source framework for highly realistic numerical modelling of lower mandible physiology.
A. Vukićević, K. Zelic, D. Milasinovic, A. Sarrami-Foroushani +5 more
2021Dental Materials13 citations Open access
Semantic Scholar
Hemodynamics of thrombus formation in intracranial aneurysms: An in silico observational study
Qiongyao Liu, A. Sarrami-Foroushani, Yongxing Wang, M. MacRaild +9 more
2023APL Bioengineering11 citations Open access
Semantic Scholar
Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning
Huai-Fei Hu, Ning Pan, Haihua Liu, Li-Man Liu +3 more
2021Signal processing. Image communication11 citations Open access
Semantic Scholar
Contrastive Rendering for Ultrasound Image Segmentation
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi +11 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations Open access
Semantic Scholar
Quantitating Age‐Related BMD Textural Variation from DXA Region‐Free‐Analysis: A Study of Hip Fracture Prediction in Three Cohorts
M. Farzi, J. Pozo, E. McCloskey, R. Eastell +3 more
2022Journal of Bone and Mineral Research10 citations Open access
Semantic Scholar

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