Search Results - "Alsharid, Mohammad"

Transforming obstetric ultrasound into data science using eye tracking, voice recording, transducer motion and ultrasound video by Drukker, Lior, Sharma, Harshita, Droste, Richard, Alsharid, Mohammad, Chatelain, Pierre, Noble, J. Alison, Papageorghiou, Aris T.

“…Ultrasound is the primary modality for obstetric imaging and is highly sonographer dependent. Long training period, insufficient recruitment and poor retention…”
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Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation by Mansoor, Awais, Cerrolaza, Juan J., Idrees, Rabia, Biggs, Elijah, Alsharid, Mohammad A., Avery, Robert A., Linguraru, Marius George

“…Analysis of cranial nerve systems, such as the anterior visual pathway (AVP), from MRI sequences is challenging due to their thin long architecture, structural…”
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Audio-visual modelling in a clinical setting by Jiao, Jianbo, Alsharid, Mohammad, Drukker, Lior, Papageorghiou, Aris T., Zisserman, Andrew, Noble, J. Alison

“…Auditory and visual signals are two primary perception modalities that are usually present together and correlate with each other, not only in natural…”
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Efficient Breast Cancer Classification Network with Dual Squeeze and Excitation in Histopathological Images by Sarker, Md Mostafa Kamal, Akram, Farhan, Alsharid, Mohammad, Singh, Vivek Kumar, Yasrab, Robail, Elyan, Eyad

“…Medical image analysis methods for mammograms, ultrasound, and magnetic resonance imaging (MRI) cannot provide the underline features on the cellular level to…”
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Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks by Alsharid, Mohammad, Cai, Yifan, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison

“…In this work, we present a novel gaze-assisted natural language processing (NLP)-based video captioning model to describe routine second-trimester fetal…”
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COMFormer: Classification of Maternal-Fetal and Brain Anatomy Using a Residual Cross-Covariance Attention Guided Transformer in Ultrasound by Sarker, Md Mostafa Kamal, Singh, Vivek Kumar, Alsharid, Mohammad, Hernandez-Cruz, Netzahualcoyotl, Papageorghiou, Aris T., Noble, J. Alison

“…Monitoring the healthy development of a fetus requires accurate and timely identification of different maternal-fetal structures as they grow. To facilitate…”
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Generating Textual Captions for Ultrasound Visuals in an Automated Fashion by Alsharid, Mohammad

“…Generating captions for ultrasound images and videos is an area that is yet to be fully studied and explored. The aim of the work in this thesis is to learn…”
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Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio by Gridach, Mourad, Alsharid, Mohammad, Jiao, Jianbo, Drukker, Lior, Papageorghiou, Aris T., Alison Noble, J.

“…This paper tackles the challenging problem of real-world data self-supervised representation learning from two modalities: fetal ultrasound (US) video and the…”
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Quantitative MRI criteria for optic pathway enlargement in neurofibromatosis type 1 by Avery, Robert A, Mansoor, Awais, Idrees, Rabia, Biggs, Elijah, Alsharid, Mohammad Ali, Packer, Roger J, Linguraru, Marius George

“…OBJECTIVE:To determine quantitative size thresholds for enlargement of the optic nerve, chiasm, and tract in children with neurofibromatosis type 1 (NF1)…”
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A Course-Focused Dual Curriculum For Image Captioning by Alsharid, Mohammad, El-Bouri, Rasheed, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison

“…We propose a curriculum learning captioning method to caption fetal ultrasound images by training a model to dynamically transition between two different…”
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CNSeg-GAN: A Lightweight Generative Adversarial Network For Segmentation of CRL and NT From First-Trimester Fetal Ultrasound by Sarker, Md. Mostafa Kamal, Yasrab, Robail, Alsharid, Mohammad, Papageorghiou, Aris T., Noble, J. Alison

“…This paper presents a novel, low-compute and efficient generative adversarial network (GAN) design for automatic segmentation called CNSeg-GAN, which combines…”
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Automated Description and Workflow Analysis of Fetal Echocardiography in First-Trimester Ultrasound Video Scans by Yasrab, Robail, Alsharid, Mohammad, Sarker, Md. Mostafa Kamal, Zhao, He, Papageorghiou, Aris T., Noble, J. Alison

“…This paper presents a novel, fully-automatic framework for fetal echocardiography analysis of full-length routine first-trimester fetal ultrasound scan video…”
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Show from Tell: Audio-Visual Modelling in Clinical Settings by Jiao, Jianbo, Alsharid, Mohammad, Drukker, Lior, Papageorghiou, Aris T, Zisserman, Andrew, Noble, J. Alison

“…Auditory and visual signals usually present together and correlate with each other, not only in natural environments but also in clinical settings. However,…”
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An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates by Johnson, David, Alsharid, Mohammad, El-Bouri, Rasheed, Mehdi, Nigel, Shamout, Farah, Szenicer, Alexandre, Toman, David, Binghalib, Saqr

“…Teaching artificial intelligence (AI) is challenging. It is a fast moving field and therefore difficult to keep people updated with the state-of-the-art…”
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Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound by Jiao, Jianbo, Cai, Yifan, Alsharid, Mohammad, Drukker, Lior, Papageorghiou, Aris T, Noble, J. Alison

“…In medical imaging, manual annotations can be expensive to acquire and sometimes infeasible to access, making conventional deep learning-based models difficult…”
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