Publications by authors named "Adrian Dalca"

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The Brain Imaging and Neurophysiology Database: BINDing multimodal neural data into a large-scale repository.
Charlotte Maschke, Peter Hadar, Yicheng Zhang, Jian Li, Gauri Ganjoo, Adrian Dalca

medRxiv· October 2025

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Supervision by Denoising.
Sean I Young, Adrian V Dalca, Enzo Ferrante, Polina Golland, Christopher A Metzler

IEEE Trans Pattern Anal Mach Intell· September 2025

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Structural Connectome Analysis using a Graph-based Deep Model for Prediction of Non-Imaging Variables.
Anees Kazi, Jocelyn Mora, Bruce Fischl, Adrian V Dalca, Iman Aganj

bioRxiv· August 2025

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LEARNING ACCURATE RIGID REGISTRATION FOR LONGITUDINAL BRAIN MRI FROM SYNTHETIC DATA.
Jingru Fu, Adrian V Dalca, Bruce Fischl, Rodrigo Moreno, Malte Hoffmann

Proc IEEE Int Symp Biomed Imaging· April 2025

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JOSA: Joint surface-based registration and atlas construction of brain geometry and function.
Jian Li, Greta Tuckute, Evelina Fedorenko, Brian L Edlow, Adrian V Dalca

Med Image Anal· December 2024

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Synthetic data in generalizable, learning-based neuroimaging.
Karthik Gopinath, Andrew Hoopes, Daniel C Alexander, Steven E Arnold, Yael Balbastre, Adrian V Dalca

Imaging Neurosci (Camb)· November 2024

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Learning Task-Specific Strategies for Accelerated MRI.
Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, Andre van der Kouwe, Adrian V Dalca

IEEE Trans Comput Imaging· July 2024

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Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.
Harshvardhan Gazula, Henry F J Tregidgo, Benjamin Billot, Yael Balbastre, Jonathan Williams-Ramirez, Adrian V Dalca

Elife· June 2024

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Anatomy-aware and acquisition-agnostic joint registration with SynthMorph.
Malte Hoffmann, Andrew Hoopes, Douglas N Greve, Bruce Fischl, Adrian V Dalca

Imaging Neurosci (Camb)· June 2024

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BOOSTING SKULL-STRIPPING PERFORMANCE FOR PEDIATRIC BRAIN IMAGES.
William Kelley, Nathan Ngo, Adrian V Dalca, Bruce Fischl, Lilla Zöllei

Proc IEEE Int Symp Biomed Imaging· May 2024

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Multi-Head Graph Convolutional Network for Structural Connectome Classification.
Anees Kazi, Jocelyn Mora, Bruce Fischl, Adrian V Dalca, Iman Aganj

Graphs Biomed Image Anal Overlapped Cell Tissue Dataset Histopathol (2023)· March 2024

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BOOSTING SKULL-STRIPPING PERFORMANCE FOR PEDIATRIC BRAIN IMAGES.
William Kelley, Nathan Ngo, Adrian V Dalca, Bruce Fischl, Lilla Zöllei

ArXiv· February 2024

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Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology.
Harshvardhan Gazula, Henry F J Tregidgo, Benjamin Billot, Yael Balbastre, Jonathan William-Ramirez, Adrian V Dalca

bioRxiv· January 2024

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AnyStar: Domain randomized universal star-convex 3D instance segmentation.
Neel Dey, S Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, P Ellen Grant, Adrian V Dalca

IEEE Winter Conf Appl Comput Vis· January 2024

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Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity.
Anthony Bourached, Anna K Bonkhoff, Markus D Schirmer, Robert W Regenhardt, Martin Bretzner, Adrian V Dalca

Brain Commun· January 2024

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Data Consistent Deep Rigid MRI Motion Correction.
Nalini M Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Adrian V Dalca

Proc Mach Learn Res· January 2024

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A robust and interpretable deep learning framework for multi-modal registration via keypoints.
Alan Q Wang, Evan M Yu, Adrian V Dalca, Mert R Sabuncu

Med Image Anal· December 2023

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Joint cortical registration of geometry and function using semi-supervised learning.
Jian Li, Greta Tuckute, Evelina Fedorenko, Brian L Edlow, Bruce Fischl, Adrian V Dalca

ArXiv· October 2023

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A cellular resolution atlas of Broca's area.
Irene Costantini, Leah Morgan, Jiarui Yang, Yael Balbastre, Divya Varadarajan, Adrian V Dalca

Sci Adv· October 2023

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Multi-Head Graph Convolutional Network for Structural Connectome Classification.
Anees Kazi, Jocelyn Mora, Bruce Fischl, Adrian V Dalca, Iman Aganj

ArXiv· September 2023

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Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI.
Ikbeom Jang, Malte Hoffmann, Nalini Singh, Yael Balbastre, Lina Chen, Adrian Dalca

Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib· June 2023

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SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining.
Benjamin Billot, Douglas N Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Adrian V Dalca

Med Image Anal· May 2023

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Hyper-convolutions via implicit kernels for medical image analysis.
Tianyu Ma, Alan Q Wang, Adrian V Dalca, Mert R Sabuncu

Med Image Anal· May 2023

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Can we predict motion artifacts in clinical MRI before the scan completes?
Malte Hoffmann, Nalini M Singh, Adrian V Dalca, Bruce Fischl, Robert Frost

Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib· May 2023

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TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces.
Andrew Hoopes, Juan Eugenio Iglesias, Bruce Fischl, Douglas Greve, Adrian V Dalca

Proc Mach Learn Res· July 2022

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