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<!DOCTYPE html>
<html>
<head>
<title>BABY-MedIA@KCL</title>
<link rel="icon" type="image/x-icon" href="imgs/viz/Baby-Logo-sm.svg">
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<a href="index.html" class="w3-bar-item w3-button w3-wide"><img src="imgs/viz/Baby-Logo-sm.svg" height="18" alt="babymedia icon" /> BABY-MedIA@KCL</a>
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<a href="projects.html" class="w3-bar-item w3-button"><i class="fa fa-puzzle-piece"></i> PROJECTS</a>
<a href="software.html" class="w3-bar-item w3-button"><i class="fa fa-github-alt"></i> SOFTWARE</a>
<a href="publications.html" class="w3-bar-item w3-button"><i class="fa fa-child"></i> PUBLICATIONS</a>
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<!-- Publications Section -->
<div class="w3-container" style="padding:128px 16px" id="publications">
<h3 class="w3-center">PUBLICATIONS</h3>
<!-- Groups of three -->
<div class="w3-row-padding" style="margin-top:64px">
<!-- publication 1 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">In vivo T2 measurements of the fetal brain using single-shot fast spin echo sequences</h3>
<h4>Suryava Bhattacharya et al., 2024</h4><br>
<img src="imgs/publications/suryava-ssfse2.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="In vivo T2 measurements of the fetal brain using single-shot fast spin echo sequences">
<br><br>
<a href="https://doi.org/10.1002/mrm.30094" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>Wiley Magnetic Resonance in Medicine</a>
</div>
</div>
<!-- publication 2 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Effect of schizophrenia common variants on infant brain volumes: cross-sectional study in 207 term neonates in developing Human Connectome Project</h3>
<h4>Hai Le et al., 2023</h4><br>
<img src="imgs/publications/hai-schizophrenia.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Effect of schizophrenia common variants on infant brain volumes: cross-sectional study in 207 term neonates in developing Human Connectome Project">
<br><br>
<a href="https://www.nature.com/articles/s41398-023-02413-6" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>Translational Psychiatry</a>
</div>
</div>
<!-- publication 3 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Quantitative T2 Relaxometry in Fetal Brain: Validation Using Modified FaBiaN Fetal Brain MRI Simulator</h3>
<h4>Suryava Bhattacharya et al., 2023</h4><br>
<img src="imgs/publications/suryava-ssfse.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Quantitative T2 Relaxometry in Fetal Brain: Validation Using Modified FaBiaN Fetal Brain MRI Simulator">
<br><br>
<a href="https://doi.org/10.1007/978-3-031-45544-5_4" class="w3-button w3-black"><i class="fa fa-link"> </i>PIPPI, LNCS, Springer</a>
</div>
</div>
</div>
<!-- Groups of three -->
<div class="w3-row-padding" style="margin-top:64px">
<!-- publication 1 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI</h3>
<h4>Paula Ramirez Gilliland et al., 2023</h4><br>
<img src="imgs/publications/paula-multitaskseg.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI">
<br><br>
<a href="https://www.melba-journal.org/papers/2023:015.html" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>MELBA</a>
</div>
</div>
<!-- publication 2 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI</h3>
<h4>Helena Sousa et al., 2023</h4><br>
<img src="imgs/publications/helena-subplate.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI">
<br><br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-45544-5_2" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>Springer</a>
</div>
</div>
<!-- publication 3 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Automated Multi-class Fetal Cardiac Vessel Segmentation in Aortic Arch Anomalies Using T2-Weighted 3D Fetal MRI</h3>
<h4>Paula Ramirez Gilliland et al., 2022</h4><br>
<img src="imgs/publications/paula-mcseg.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Automated Multi-class Fetal Cardiac Vessel Segmentation">
<br><br>
<a href="https://link.springer.com/chapter/10.1007/978-3-031-17117-8_8" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>Springer</a>
</div>
</div>
</div>
<!-- Groups of three -->
<div class="w3-row-padding" style="margin-top:64px">
<!-- publication 1 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Harmonized Segmentation of Neonatal Brain MRI</h3>
<h4 >Irina Grigorescu et al., 2021</h4><br>
<img src="imgs/publications/irina-uda.jpg" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Harmonized Segmentation of Neonatal Brain MRI">
<br><br>
<a href="https://www.frontiersin.org/articles/10.3389/fnins.2021.662005/full" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>Frontiers in Neuroscience</a>
</div>
</div>
<!-- publication 2 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction</h3>
<h4 >Maria Deprez et al., 2020</h4><br>
<img src="imgs/publications/fetal_diffusion.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction">
<br><br>
<a href="https://doi.org/10.1109/TMI.2019.2943565" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>IEEE TMI</a>
</div>
</div>
<!-- publication 3 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI</h3>
<h4>Alena Uus et al., 2020</h4><br>
<img src="imgs/publications/DSVR.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI">
<br><br>
<a href="https://doi.org/10.1109/tmi.2020.2974844" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>IEEE TMI</a>
</div>
</div>
</div>
<!-- Groups of three -->
<div class="w3-row-padding" style="margin-top:64px">
<!-- publication 1 -->
<div class="w3-col m4">
<div class="w3-container">
<h3 class="w3-opacity">Distortion Correction in Fetal EPI Using Non-Rigid Registration With a Laplacian Constraint</h3>
<h4>Maria Deprez et al., 2018</h4><br>
<img src="imgs/publications/maria-distortion.png" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Distortion Correction in Fetal EPI Using Non-Rigid Registration With a Laplacian Constraint">
<br><br>
<a href="https://doi.org/10.1109/tmi.2017.2667227" class="w3-button w3-black w3-left"><i class="fa fa-link"> </i>IEEE TMI</a>
</div>
</div>
</div>
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<h3 class="w3-center">BOOKS</h3>
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<div class="w3-col m4">
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<h3 class="w3-opacity">Machine Learning for Biomedical Applications: with Scikit-Learn and Pytorch</h3>
<h4>Maria Deprez and Emma C. Robinson, 2022</h4><br>
<img src="imgs/publications/maria-ml-book.jpg" style="width:100%" onclick="onClick(this)" class="w3-hover-opacity" alt="Machine Learning for Biomedical Applications: with Scikit-Learn and Pytorch">
<br><br>
<a href="https://www.sciencedirect.com/book/9780128229040/machine-learning-for-biomedical-applications" class="w3-button w3-black"><i class="fa fa-link"> </i>Elsevier</a>
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