Showing 50 publications by Alison Noble
TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer
Mishra D, Saha P, Zhao H, Hernandez-Cruz N, Patey O et al. (2025), Medical Image Analysis, 103611
BibTeX
@article{tierlocvisualqu-2025/5,
title={TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer},
author={Mishra D, Saha P, Zhao H, Hernandez-Cruz N, Patey O et al.},
journal={Medical Image Analysis},
pages={103611},
publisher={Elsevier},
year = "2025"
}
PREgnancy Care Integrating translational Science, Everywhere (PRECISE): a prospective cohort study of African pregnant and non-pregnant women to investigate placental disorders - cohort profile.
Craik R, Akuze J, Volvert M-L, Blencowe H, Mukhanya M et al. (2025), BMJ Open, 15(5), e091831
BibTeX
@article{pregnancycarein-2025/5,
title={PREgnancy Care Integrating translational Science, Everywhere (PRECISE): a prospective cohort study of African pregnant and non-pregnant women to investigate placental disorders - cohort profile.},
author={Craik R, Akuze J, Volvert M-L, Blencowe H, Mukhanya M et al.},
journal={BMJ Open},
volume={15},
pages={e091831},
year = "2025"
}
Trustworthy and practical AI for healthcare: a guided deferral system with large language models
Strong J, Men Q & Noble JA (2025), AAAI-25 Special Track on AI for Social Impact, Senior Member Presentations, New Faculty Highlights, Journal Track, 39(27), 28413-28421
BibTeX
@inproceedings{trustworthyandp-2025/4,
title={Trustworthy and practical AI for healthcare: a guided deferral system with large language models},
author={Strong J, Men Q & Noble JA},
booktitle={39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)},
pages={28413-28421},
year = "2025"
}
IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR
Liang Z, Guo X, Xu W, Ibrahim Y, Voets N et al. (2025)
BibTeX
@misc{itermaskdunsupe-2025/4,
title={IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR},
author={Liang Z, Guo X, Xu W, Ibrahim Y, Voets N et al.},
year = "2025"
}
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer
Mishra D, Saha P, Zhao H, Hernandez-Cruz N, Patey O et al. (2025)
BibTeX
@misc{mcatvisualquery-2025/4,
title={MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer},
author={Mishra D, Saha P, Zhao H, Hernandez-Cruz N, Patey O et al.},
year = "2025"
}
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
Saha P, Mishra D, Hernandez-Cruz N, Patey O, Papageorghiou A et al. (2025)
BibTeX
@misc{selfsupervisedn-2025/3,
title={Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos},
author={Saha P, Mishra D, Hernandez-Cruz N, Patey O, Papageorghiou A et al.},
year = "2025"
}
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
Wagner F, Xu W, Saha P, Liang Z, Whitehouse D et al. (2025), 00, 357-367
BibTeX
@inproceedings{feasibilityoffe-2025/3,
title={Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities},
author={Wagner F, Xu W, Saha P, Liang Z, Whitehouse D et al.},
booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
pages={357-367},
year = "2025"
}
Federated Continual 3D Segmentation With Single-round Communication
Peng C, Men Q, Saha P, Yang Q, Ouyang C et al. (2025)
BibTeX
@misc{federatedcontin-2025/3,
title={Federated Continual 3D Segmentation With Single-round Communication},
author={Peng C, Men Q, Saha P, Yang Q, Ouyang C et al.},
year = "2025"
}
An automated pipeline for the identification of liver tissue in ultrasound video
Ockenden E, Mpooya S, Noble JA & Chami GF (2025), Medical Information Computing: First MICCAI Meets Africa Workshop, MImA 2024, and First MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Revised Selected Papers, 91-100
BibTeX
@inproceedings{anautomatedpipe-2025/2,
title={An automated pipeline for the identification of liver tissue in ultrasound video},
author={Ockenden E, Mpooya S, Noble JA & Chami GF},
booktitle={MICCAI Meets Africa Workshop @ MICCAI 2024},
pages={91-100},
year = "2025"
}
Expert-Agnostic Learning to Defer
Strong J, Saha P, Ibrahim Y, Ouyang C & Noble A (2025)
BibTeX
@misc{expertagnosticl-2025/2,
title={Expert-Agnostic Learning to Defer},
author={Strong J, Saha P, Ibrahim Y, Ouyang C & Noble A},
year = "2025"
}
A comprehensive scoping review on machine learning-based fetal echocardiography analysis.
Hernandez-Cruz N, Patey O, Teng C, Papageorghiou AT & Noble JA (2025), Computers in biology and medicine, 186, 109666-109666
BibTeX
@article{acomprehensives-2025/1,
title={A comprehensive scoping review on machine learning-based fetal echocardiography analysis.},
author={Hernandez-Cruz N, Patey O, Teng C, Papageorghiou AT & Noble JA},
journal={Computers in biology and medicine},
volume={186},
pages={109666-109666},
year = "2025"
}
Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors
Nicolson A, Schut L, Noble AJ & Gal Y (2025), Transactions on Machine Learning Research, 2025
BibTeX
@article{explainingexpla-2025/1,
title={Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors},
author={Nicolson A, Schut L, Noble AJ & Gal Y},
journal={Transactions on Machine Learning Research},
volume={2025},
year = "2025"
}
Fetal Ultrasound Video Representation Learning Using Contrastive Rubik’s Cube Recovery
Zhang K, Jiao J & Noble JA (2025), 15186, 187-197
BibTeX
@misc{fetalultrasound-2025/,
title={Fetal Ultrasound Video Representation Learning Using Contrastive Rubik’s Cube Recovery},
author={Zhang K, Jiao J & Noble JA},
year = "2025"
}
TextCAVs: Debugging Vision Models Using Text
Nicolson A, Gal Y & Noble JA (2025), 15274, 99-109
BibTeX
@misc{textcavsdebuggi-2025/,
title={TextCAVs: Debugging Vision Models Using Text},
author={Nicolson A, Gal Y & Noble JA},
year = "2025"
}
Out-of-Clinical-Distribution Detection with a Softmax-Conditioned Variational Autoencoder Regulariser: Application to Fetal Ultrasound
Zhang K, Jiao J & Noble JA (2025), 1372, 558-568
BibTeX
@misc{outofclinicaldi-2025/,
title={Out-of-Clinical-Distribution Detection with a Softmax-Conditioned Variational Autoencoder Regulariser: Application to Fetal Ultrasound},
author={Zhang K, Jiao J & Noble JA},
year = "2025"
}
FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA (2024)
BibTeX
@misc{fedpiapermuting-2024/12,
title={FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning},
author={Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA},
year = "2024"
}
Detection of fetal congenital heart defects on three-vessel view ultrasound videos
Hernandez-Cruz N, Patey O, Salovic B, Mishra D, Sarker MK et al. (2024), WFUMB Ultrasound Open, 100075-100075
BibTeX
@article{detectionoffeta-2024/11,
title={Detection of fetal congenital heart defects on three-vessel view ultrasound videos},
author={Hernandez-Cruz N, Patey O, Salovic B, Mishra D, Sarker MK et al.},
journal={WFUMB Ultrasound Open},
pages={100075-100075},
publisher={Elsevier},
year = "2024"
}
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
Zhu J, Wu J, Ouyang C, Kamnitsas K & Noble A (2024)
BibTeX
@misc{spaefficientuse-2024/11,
title={SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation},
author={Zhu J, Wu J, Ouyang C, Kamnitsas K & Noble A},
year = "2024"
}
F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
Saha P, Wagner F, Mishra D, Peng C, Thakur A et al. (2024)
BibTeX
@misc{focusfederatedf-2024/11,
title={F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics},
author={Saha P, Wagner F, Mishra D, Peng C, Thakur A et al.},
year = "2024"
}
Zoom Pattern Signatures for Fetal Ultrasound Structures.
Alsharid M, Yasrab R, Drukker L, Papageorghiou AT & Noble JA (2024), 15004, 786-795
BibTeX
@misc{zoompatternsign-2024/10,
title={Zoom Pattern Signatures for Fetal Ultrasound Structures.},
author={Alsharid M, Yasrab R, Drukker L, Papageorghiou AT & Noble JA},
year = "2024"
}
Diagnostic accuracy of a non-invasive spot-check hemoglobin meter, Masimo Rad-67® pulse CO-Oximeter®, in detection of anemia in antenatal care settings in Kenya.
Koech A, Mwaniki I, Mutunga J, Mukhanya M, Mwadime E et al. (2024), Frontiers in global women's health, 5, 1427261
BibTeX
@article{diagnosticaccur-2024/10,
title={Diagnostic accuracy of a non-invasive spot-check hemoglobin meter, Masimo Rad-67® pulse CO-Oximeter®, in detection of anemia in antenatal care settings in Kenya.},
author={Koech A, Mwaniki I, Mutunga J, Mukhanya M, Mwadime E et al.},
journal={Frontiers in global women's health},
volume={5},
pages={1427261},
publisher={Frontiers},
year = "2024"
}
Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.
Karim J, Lander J, Men Q, Ahuja R, Noble A et al. (2024), Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology, 64 Suppl 1, 116
BibTeX
@article{abstractsofthet-2024/9,
title={Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.},
author={Karim J, Lander J, Men Q, Ahuja R, Noble A et al.},
journal={Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology},
volume={64 Suppl 1},
pages={116},
year = "2024"
}
Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.
Hernandez-Cruz N, Patey O, Adu-Bredu T, D'Alberti E, Noble JA et al. (2024), Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology, 64 Suppl 1, 62-63
BibTeX
@article{abstractsofthet-2024/9,
title={Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.},
author={Hernandez-Cruz N, Patey O, Adu-Bredu T, D'Alberti E, Noble JA et al.},
journal={Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology},
volume={64 Suppl 1},
pages={62-63},
year = "2024"
}
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
Men Q, Guo X, Papageorghiou AT & Noble JA (2024)
BibTeX
@misc{poseguidenetaut-2024/8,
title={Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation},
author={Men Q, Guo X, Papageorghiou AT & Noble JA},
year = "2024"
}
Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis
Hernandez-Cruz N, Saha P, Sarker MMK & Noble JA (2024), Big Data and Cognitive Computing, 8(9), 99-99
BibTeX
@article{reviewoffederat-2024/8,
title={Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis},
author={Hernandez-Cruz N, Saha P, Sarker MMK & Noble JA},
journal={Big Data and Cognitive Computing},
volume={8},
pages={99-99},
publisher={MDPI},
year = "2024"
}
TextCAVs: Debugging vision models using text
Nicolson A, Gal Y & Noble JA (2024)
BibTeX
@misc{textcavsdebuggi-2024/8,
title={TextCAVs: Debugging vision models using text},
author={Nicolson A, Gal Y & Noble JA},
year = "2024"
}
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
Guo X, Men Q & Noble JA (2024)
BibTeX
@misc{mmsummarymultim-2024/8,
title={MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video},
author={Guo X, Men Q & Noble JA},
year = "2024"
}
Audio-visual modelling in a clinical setting
Jiao J, Alsharid M, Drukker L, Papageorghiou AT, Zisserman A et al. (2024), Scientific Reports, 14(1)
BibTeX
@article{audiovisualmode-2024/7,
title={Audio-visual modelling in a clinical setting},
author={Jiao J, Alsharid M, Drukker L, Papageorghiou AT, Zisserman A et al.},
journal={Scientific Reports},
volume={14},
number={15569},
publisher={Nature Research},
year = "2024"
}
Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps.
Gleed AD, Mishra D, Self A, Thiruvengadam R, Desiraju BK et al. (2024), Ultrasound in medicine & biology, 50(7), 985-993
BibTeX
@article{statisticalchar-2024/7,
title={Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps.},
author={Gleed AD, Mishra D, Self A, Thiruvengadam R, Desiraju BK et al.},
journal={Ultrasound in medicine & biology},
volume={50},
pages={985-993},
year = "2024"
}
IterMask2: iterative unsupervised anomaly segmentation via spatial and frequency masking for brain lesions in MRI
Liang Z, Guo X, Noble JA & Kamnitsas K (2024)
BibTeX
@misc{itermaskiterati-2024/6,
title={IterMask2: iterative unsupervised anomaly segmentation via spatial and frequency masking for brain lesions in MRI},
author={Liang Z, Guo X, Noble JA & Kamnitsas K},
year = "2024"
}
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
Wagner F, Xu W, Saha P, Liang Z, Whitehouse D et al. (2024)
BibTeX
@misc{feasibilityoffe-2024/6,
title={Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities},
author={Wagner F, Xu W, Saha P, Liang Z, Whitehouse D et al.},
year = "2024"
}
Assistive artificial intelligence for enhanced patient access to ultrasound-guided regional anaesthesia.
Bowness JS, James K, Yarlett L, Htyn M, Fisher E et al. (2024), British journal of anaesthesia, 132(5), 1173-1175
BibTeX
@article{assistiveartifi-2024/5,
title={Assistive artificial intelligence for enhanced patient access to ultrasound-guided regional anaesthesia.},
author={Bowness JS, James K, Yarlett L, Htyn M, Fisher E et al.},
journal={British journal of anaesthesia},
volume={132},
pages={1173-1175},
year = "2024"
}
Zoom is Meaningful: Discerning Ultrasound Images’ Zoom Levels
Alsharid M, Yasrab R, Sarker M, Drukker L, Papageorghiou AT et al. (2024), 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 00, 1-5
BibTeX
@inproceedings{zoomismeaningfu-2024/5,
title={Zoom is Meaningful: Discerning Ultrasound Images’ Zoom Levels},
author={Alsharid M, Yasrab R, Sarker M, Drukker L, Papageorghiou AT et al.},
booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
pages={1-5},
year = "2024"
}
Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio
Gridach M, Alsharid M, Jiao J, Drukker L, Papageorghiou AT et al. (2024), 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 00, 1-4
BibTeX
@inproceedings{dualrepresentat-2024/5,
title={Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio},
author={Gridach M, Alsharid M, Jiao J, Drukker L, Papageorghiou AT et al.},
booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
pages={1-4},
year = "2024"
}
Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors
Nicolson A, Schut L, Noble JA & Gal Y (2024)
BibTeX
@misc{explainingexpla-2024/4,
title={Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors},
author={Nicolson A, Schut L, Noble JA & Gal Y},
year = "2024"
}
The role of point-of-care ultrasound in the assessment of schistosomiasis-induced liver fibrosis: a systematic scoping review
Ockenden ES, Frischer SR, Cheng H, Noble JA & Chami GF (2024), PLoS Neglected Tropical Diseases, 18(3)
BibTeX
@article{theroleofpointo-2024/3,
title={The role of point-of-care ultrasound in the assessment of schistosomiasis-induced liver fibrosis: a systematic scoping review},
author={Ockenden ES, Frischer SR, Cheng H, Noble JA & Chami GF},
journal={PLoS Neglected Tropical Diseases},
volume={18},
number={e0012033},
publisher={Public Library of Science},
year = "2024"
}
Artificial intelligence for ultrasound scanning in regional anaesthesia: a scoping review of the evidence from multiple disciplines
Bowness JS, Metcalfe D, El-Boghdadly K, Thurley N, Morecroft M et al. (2024), British Journal of Anaesthesia, 132(5), 1049-1062
BibTeX
@article{artificialintel-2024/3,
title={Artificial intelligence for ultrasound scanning in regional anaesthesia: a scoping review of the evidence from multiple disciplines},
author={Bowness JS, Metcalfe D, El-Boghdadly K, Thurley N, Morecroft M et al.},
journal={British Journal of Anaesthesia},
volume={132},
pages={1049-1062},
publisher={Elsevier},
year = "2024"
}
Automating the human action of first-trimester biometry measurement from real-world freehand ultrasound
Yasrab R, Zhao H, Fu Z, Drukker L, Papageorghiou A et al. (2024), Ultrasound in Medicine and Biology, 50(6), 805-816
BibTeX
@article{automatingthehu-2024/3,
title={Automating the human action of first-trimester biometry measurement from real-world freehand ultrasound},
author={Yasrab R, Zhao H, Fu Z, Drukker L, Papageorghiou A et al.},
journal={Ultrasound in Medicine and Biology},
volume={50},
pages={805-816},
publisher={Elsevier},
year = "2024"
}
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection
Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA (2024)
BibTeX
@misc{examiningmodali-2024/2,
title={Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection},
author={Saha P, Mishra D, Wagner F, Kamnitsas K & Noble JA},
year = "2024"
}
Semi-weakly-supervised neural network training for medical image registration
Li Y, Fu Y, Gayo IJMB, Yang Q, Min Z et al. (2024)
BibTeX
@misc{semiweaklysuper-2024/2,
title={Semi-weakly-supervised neural network training for medical image registration},
author={Li Y, Fu Y, Gayo IJMB, Yang Q, Min Z et al.},
year = "2024"
}
Prospective randomized evaluation of the sustained impact of assistive artificial intelligence on anesthetists' ultrasound scanning for regional anesthesia.
Kowa C-Y, Morecroft M, Macfarlane AJR, Burckett-St Laurent D, Pawa A et al. (2024), BMJ surgery, interventions, & health technologies, 6(1), e000264
BibTeX
@article{prospectiverand-2024/1,
title={Prospective randomized evaluation of the sustained impact of assistive artificial intelligence on anesthetists' ultrasound scanning for regional anesthesia.},
author={Kowa C-Y, Morecroft M, Macfarlane AJR, Burckett-St Laurent D, Pawa A et al.},
journal={BMJ surgery, interventions, & health technologies},
volume={6},
pages={e000264},
year = "2024"
}
An Automated Pipeline for the Identification of Liver Tissue in Ultrasound Video
Ockenden E, Mpooya S, Noble A & Chami G (2024)
BibTeX
@misc{anautomatedpipe-2024/,
title={An Automated Pipeline for the Identification of Liver Tissue in Ultrasound Video},
author={Ockenden E, Mpooya S, Noble A & Chami G},
year = "2024"
}
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
Guo X, Men Q & Noble JA (2024), 15004, 678-688
BibTeX
@misc{mmsummarymultim-2024/,
title={MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video},
author={Guo X, Men Q & Noble JA},
year = "2024"
}
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos
Mishra D, Saha P, Zhao H, Patey O, Papageorghiou AT et al. (2024), 15004, 742-752
BibTeX
@misc{stanlocvisualqu-2024/,
title={STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos},
author={Mishra D, Saha P, Zhao H, Patey O, Papageorghiou AT et al.},
year = "2024"
}
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
Men Q, Guo X, Papageorghiou AT & Noble JA (2024), 15004, 700-710
BibTeX
@misc{poseguidenetaut-2024/,
title={Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation},
author={Men Q, Guo X, Papageorghiou AT & Noble JA},
year = "2024"
}
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
Liang Z, Guo X, Noble JA & Kamnitsas K (2024), 15008, 339-348
BibTeX
@misc{itermaskiterati-2024/,
title={IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI},
author={Liang Z, Guo X, Noble JA & Kamnitsas K},
year = "2024"
}
Neuron Segmentation from Noisy Fluorescence Microscopy Images Using Deep Learning with Local and Global Scale Fusion
Cudic M, Diamond JS & Noble JA (2024), 209, 59-81
BibTeX
@misc{neuronsegmentat-2024/,
title={Neuron Segmentation from Noisy Fluorescence Microscopy Images Using Deep Learning with Local and Global Scale Fusion},
author={Cudic M, Diamond JS & Noble JA},
year = "2024"
}
Development and external validation of an ultrasound image-based deep learning model to estimate gestational age in the second and third trimesters of pregnancy using data from Garbh-Ini cohort: a prospective cohort study in North Indian population
Mishra D, Chandramohan V, Sharma N, Gosain M, Wadhwa N et al. (2024)
BibTeX
@misc{developmentande-2024/,
title={Development and external validation of an ultrasound image-based deep learning model to estimate gestational age in the second and third trimesters of pregnancy using data from Garbh-Ini cohort: a prospective cohort study in North Indian population},
author={Mishra D, Chandramohan V, Sharma N, Gosain M, Wadhwa N et al.},
year = "2024"
}
Perspectives and guidance for developing artificial intelligence-based applications for healthcare using medical images
Desiraju BK, Thiruvengadam R, Wadhwa N, Khurana A, T Papageorghiou A et al. (2024)
BibTeX
@article{perspectivesand-2024/,
title={Perspectives and guidance for developing artificial intelligence-based applications for healthcare using medical images},
author={Desiraju BK, Thiruvengadam R, Wadhwa N, Khurana A, T Papageorghiou A et al.},
journal={},
year = "2024"
}
$$\mathrm {IterMask^2}$$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
Liang Z, Guo X, Noble JA & Kamnitsas K (2024), 339-348
BibTeX
@misc{mathrmitermaski-2024/,
title={$$\mathrm {IterMask^2}$$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI},
author={Liang Z, Guo X, Noble JA & Kamnitsas K},
year = "2024"
}