Search Results - "Mishra, Divyanshu"

Developing Clinical Artificial Intelligence for Obstetric Ultrasound to Improve Access in Underserved Regions: Protocol for a Computer-Assisted Low-Cost Point-of-Care UltraSound (CALOPUS) Study by Self, Alice, Chen, Qingchao, Desiraju, Bapu Koundinya, Dhariwal, Sumeet, Gleed, Alexander D, Mishra, Divyanshu, Thiruvengadam, Ramachandran, Chandramohan, Varun, Craik, Rachel, Wilden, Elizabeth, Khurana, Ashok, Bhatnagar, Shinjini, Papageorghiou, Aris T, Noble, J Alison

“…Background The World Health Organization recommends a package of pregnancy care that includes obstetric ultrasound scans. There are significant barriers to…”
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ECM-Substrate Interfacial Forces Dictate Cell Coalescence on Viscoelastic Substrates by Mishra, Divyanshu, Guo, S.U., Matsudaira, Paul

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Statistical Characterisation of Fetal Anatomy in Simple Obstetric Ultrasound Video Sweeps by Gleed, Alexander D., Mishra, Divyanshu, Self, Alice, Thiruvengadam, Ramachandran, Desiraju, Bapu Koundinya, Bhatnagar, Shinjini, Papageorghiou, Aris T., Noble, J. Alison

“…We present a statistical characterisation of fetal anatomies in obstetric ultrasound video sweeps where the transducer follows a fixed trajectory on the…”
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Automatic Image Guidance for Assessment of Placenta Location in Ultrasound Video Sweeps by Gleed, Alexander D., Chen, Qingchao, Jackman, James, Mishra, Divyanshu, Chandramohan, Varun, Self, Alice, Bhatnagar, Shinjini, Papageorghiou, Aris T., Noble, J. Alison

“…Ultrasound-based assistive tools are aimed at reducing the high skill needed to interpret a scan by providing automatic image guidance. This may encourage…”
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Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data by Saha, Pramit, Mishra, Divyanshu, Noble, J. Alison

“…The most challenging, yet practical, setting of semi-supervised federated learning (SSFL) is where a few clients have fully labeled data whereas the other…”
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Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection by Saha, Pramit, Mishra, Divyanshu, Wagner, Felix, Kamnitsas, Konstantinos, Noble, J. Alison

“…Multimodal Federated Learning (MMFL) utilizes multiple modalities in each client to build a more powerful Federated Learning (FL) model than its unimodal…”
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F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics by Saha, Pramit, Wagner, Felix, Mishra, Divyanshu, Peng, Can, Thakur, Anshul, Clifton, David, Kamnitsas, Konstantinos, Noble, J. Alison

“…Effective training of large Vision-Language Models (VLMs) on resource-constrained client devices in Federated Learning (FL) requires the usage of…”
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Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos by Mishra, Divyanshu, Zhao, He, Saha, Pramit, Papageorghiou, Aris T, Noble, J. Alison

“…Out-of-distribution (OOD) detection is essential to improve the reliability of machine learning models by detecting samples that do not belong to the training…”
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