Adrian V. Dalca

Also affiliated with Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts Institute of Technology

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile

0.396Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

A multimodal imaging and analysis pipeline for creating a cellular census of the human cerebral cortex

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.20.464979

Top 56%

0.292DataRank

Top 56%6 citations

Leah Morgan, Jiarui Yang, Yaël Balbastre, Divya Varadarajan, Luca Pesce +34 more

Papers

Driven by 53 papers — median percentile 33. Top paper: “A multimodal imaging and analysis pipeline for creating a cellular census of the human cerebral cortex”.

A multimodal imaging and analysis pipeline for creating a cellular census of the human cerebral cortex

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.20.464979

Top 56%

0.292DataRank

Top 56%6 citations

Leah Morgan, Jiarui Yang, Yaël Balbastre, Divya Varadarajan, Luca Pesce +34 more

Deep profiling of multiple ischemic lesions in a large, multi-center cohort: Frequency, spatial distribution, and associations to clinical characteristics

medRxiv(2022)10.1101/2022.07.01.22277062

Top 78%

0.104DataRank

Top 78%1 citations

Teresa Ullberg, Martin Bretzner, Sung‐Min Hong, Markus D. Schirmer, Robert W. Regenhardt +48 more

Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation

Medical Image Analysis(2020)10.1016/j.media.2020.101698

N/A

0DataRank · unranked

1 citations

Marleen de Bruijne, Marco Nardin, Adrian V. Dalca, Kathleen Donahue, Anne‐Katrin Giese +8 more

Fast learning-based registration of sparse 3D clinical images

arXiv (Cornell University)(2020)10.1145/3368555.3384462

N/A

0DataRank · unranked

4 citations

Natalia S. Rost, John Guttag, Adrian V. Dalca, Kathleen Lewis

SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3116879

N/A

0DataRank · unranked

194 citations

Benjamin Billot, Douglas N. Greve, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca +1 more

Outcome after acute ischemic stroke is linked to sex-specific lesion patterns

Nature Communications(2021)10.1038/s41467-021-23492-3

N/A

0DataRank · unranked

107 citations

Markus D. Schirmer, Martin Bretzner, Sung‐Min Hong, Robert W. Regenhardt, Mikael Brudfors +52 more

Mapping the subcortical connectivity of the human default mode network

NeuroImage(2021)10.1016/j.neuroimage.2021.118758

N/A

0DataRank · unranked

101 citations

William H. Curley, Bastien Guérin, Darin D. Dougherty, Adrian V. Dalca, Bruce Fischl +3 more

Reliability and sensitivity of two whole-brain segmentation approaches included in FreeSurfer – ASEG and SAMSEG

NeuroImage(2021)10.1016/j.neuroimage.2021.118113

N/A

0DataRank · unranked

32 citations

Didac Vidal‐Piñeiro, Øystein Sørensen, Koen Van Leemput, Juan Eugenio Iglesias, Adrian V. Dalca +6 more

Learning Mri Contrast-Agnostic Registration

PubMed(2021)10.1109/isbi48211.2021.9434113

N/A

0DataRank · unranked

14 citations

Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca, Malte Hoffmann

MRI Radiomic Signature of White Matter Hyperintensities Is Associated with Clinical Phenotypes

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.01.24.427986

N/A

0DataRank · unranked

3 citations

Anna K. Bonkhoff, Markus D. Schirmer, Sung‐Min Hong, Adrian V. Dalca, Kathleen Donahue +51 more

Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden

medRxiv(2021)10.1101/2021.11.05.21265496

N/A

0DataRank · unranked

2 citations

Sung‐Min Hong, Martin Bretzner, Markus D. Schirmer, Robert W. Regenhardt, Ethem Murat Arsava +52 more

Learning the Effect of Registration Hyperparameters with HyperMorph

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-74f1

N/A

0DataRank · unranked

42 citations

Malte Hoffmann, Douglas N. Greve, Bruce Fischl, John V. Guttag, Adrian V. Dalca +1 more

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-16cc

N/A

0DataRank · unranked

21 citations

Juan Eugenio Iglesias, Elfar Adalsteinsson, Adrian V. Dalca, Polina Golland, Nalini Singh

The relevance of rich club regions for functional outcome post‐stroke is enhanced in women

Human Brain Mapping(2022)10.1002/hbm.26159

N/A

0DataRank · unranked

7 citations

Markus D. Schirmer, Martin Bretzner, Sung‐Min Hong, Robert W. Regenhardt, Kathleen Donahue +46 more

Sex-specific lesion pattern of functional outcomes after stroke

Brain Communications(2022)10.1093/braincomms/fcac020

N/A

0DataRank · unranked

15 citations

Martin Bretzner, Sung‐Min Hong, Markus D. Schirmer, Alexander L. Cohen, Robert W. Regenhardt +53 more

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration

PLoS ONE(2022)10.1371/journal.pone.0263922

N/A

0DataRank · unranked

7 citations

Sarah Jabbour, Adrian V. Dalca, John Guttag, Jenna Wiens, Michael W. Sjoding +1 more

SynthStrip: skull stripping for any brain image

NeuroImage(2022)10.1016/j.neuroimage.2022.119474

N/A

0DataRank · unranked

1 citations

Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann, Andrew Hoopes

Scaling behaviors of deep learning and linear algorithms for the prediction of stroke severity

medRxiv(2022)10.1101/2022.12.05.22283102

N/A

0DataRank · unranked

2 citations

Anna K. Bonkhoff, Markus D. Schirmer, Robert W. Regenhardt, Martin Bretzner, Sung‐Min Hong +11 more

Computing Multiple Image Reconstructions with a Single Hypernetwork

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-e5ec

N/A

0DataRank · unranked

0 citations

Adrian V. Dalca, Mert R. Sabuncu, Alan Q. Wang

The relevance of rich club regions for functional outcome post-stroke is enhanced in women

medRxiv(2022)10.1101/2022.06.28.22277020

N/A

0DataRank · unranked

0 citations

Markus D. Schirmer, Martin Bretzner, Sung‐Min Hong, Robert W. Regenhardt, Kathleen Donahue +46 more

SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining

Medical Image Analysis(2023)10.1016/j.media.2023.102789

N/A

0DataRank · unranked

579 citations

Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl +3 more

A robust and interpretable deep learning framework for multi-modal registration via keypoints

Medical Image Analysis(2023)10.1016/j.media.2023.102962

N/A

0DataRank · unranked

40 citations

Evan Yu, Adrian V. Dalca, Mert R. Sabuncu, Alan Q. Wang

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

eLife(2023)10.7554/elife.91398

N/A

0DataRank · unranked

8 citations

Henry F. J. Tregidgo, Benjamin Billot, Yaël Balbastre, Jonathan Williams-Ramirez, Rogeny Herisse +21 more

Data Consistent Deep Rigid MRI Motion Correction

PubMed(2023)10.48550/arxiv.2301.10365

N/A

0DataRank · unranked

11 citations

Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost +3 more

Supervision by Denoising

IEEE Transactions on Pattern Analysis and Machine Intelligence(2023)10.1109/tpami.2023.3299789

N/A

0DataRank · unranked

8 citations

Adrian V. Dalca, Enzo Ferrante, Polina Golland, Christopher A. Metzler, Bruce Fischl +2 more

Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity

Brain Communications(2023)10.1093/braincomms/fcae007

N/A

0DataRank · unranked

7 citations

Anna K. Bonkhoff, Markus D. Schirmer, Robert W. Regenhardt, Martin Bretzner, Sung‐Min Hong +11 more

Neuralizer: General Neuroimage Analysis without Re-Training

Research at the University of Copenhagen (University of Copenhagen)(2023)10.1109/cvpr52729.2023.00602

N/A

0DataRank · unranked

12 citations

Adrian V. Dalca, Steffen Czolbe

AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography

Lecture notes in computer science(2023)10.1007/978-3-031-43990-2_72

N/A

0DataRank · unranked

7 citations

Matthijs van der Sluijs, Sandra Cornelissen, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen +4 more

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.08.544050

N/A

0DataRank · unranked

4 citations

Henry F. J. Tregidgo, Benjamin Billot, Yaël Balbastre, Jonathan Williams-Ramirez, Rogeny Herisse +21 more

A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints

arXiv (Cornell University)(2023)10.48550/arxiv.2304.09941

N/A

0DataRank · unranked

1 citations

Evan Yu, Adrian V. Dalca, Mert R. Sabuncu, Alan Q. Wang

Joint cortical registration of geometry and function using semi-supervised learning

PubMed(2023)10.48550/arxiv.2303.01592

N/A

0DataRank · unranked

0 citations

Greta Tuckute, Evelina Fedorenko, Brian L. Edlow, Bruce Fischl, Adrian V. Dalca +1 more

Multi-Head Graph Convolutional Network for Structural Connectome Classification

arXiv (Cornell University)(2023)10.48550/arxiv.2305.02199

N/A

0DataRank · unranked

0 citations

Jocelyn Mora, Bruce Fischl, Adrian V. Dalca, Iman Aganj, Anees Kazi

Neuralizer: General Neuroimage Analysis without Re-Training

arXiv (Cornell University)(2023)10.48550/arxiv.2305.02644

N/A

0DataRank · unranked

0 citations

Adrian V. Dalca, Steffen Czolbe

Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging

arXiv (Cornell University)(2023)10.48550/arxiv.2307.03266

N/A

0DataRank · unranked

0 citations

Victor Ion Butoi, Adrian V. Dalca, Margolis, Daniel J. A., Sabuncu, Mert R., Heejong Kim

AnyStar: Domain randomized universal star-convex 3D instance segmentation

arXiv (Cornell University)(2023)10.48550/arxiv.2307.07044

N/A

0DataRank · unranked

0 citations

S. Mazdak Abulnaga, Benjamin Billot, Esra Abacı Türk, P. Ellen Grant, Adrian V. Dalca +2 more

JOSA: Joint surface-based registration and atlas construction of brain geometry and function

Medical Image Analysis(2024)10.1016/j.media.2024.103292

N/A

0DataRank · unranked

5 citations

Greta Tuckute, Evelina Fedorenko, Brian L. Edlow, Adrian V. Dalca, Bruce Fischl +1 more

Learning Task-Specific Strategies for Accelerated MRI

IEEE Transactions on Computational Imaging(2024)10.1109/tci.2024.3410521

N/A

0DataRank · unranked

8 citations

Tianwei Yin, Yu Sun, Robert Frost, André van der Kouwe, Adrian V. Dalca +2 more

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

eLife(2024)10.7554/elife.91398.4

N/A

0DataRank · unranked

1 citations

Henry F. J. Tregidgo, Benjamin Billot, Yaël Balbastre, Jonathan Williams-Ramirez, Rogeny Herisse +21 more

Boosting Skull-Stripping Performance for Pediatric Brain Images

PubMed(2024)10.1109/isbi56570.2024.10635307

N/A

0DataRank · unranked

19 citations

Nathan X. Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann +1 more

AnyStar: Domain randomized universal star-convex 3D instance segmentation

PubMed(2024)10.1109/wacv57701.2024.00742

N/A

0DataRank · unranked

17 citations

S. Mazdak Abulnaga, Benjamin Billot, Esra Abacı Türk, P. Ellen Grant, Adrian V. Dalca +2 more

Multi-head Graph Convolutional Network for Structural Connectome Classification

Lecture notes in computer science(2024)10.1007/978-3-031-55088-1_3

N/A

0DataRank · unranked

4 citations

Jocelyn Mora, Bruce Fischl, Adrian V. Dalca, Iman Aganj, Anees Kazi

Clinical evaluation of k-space correlation informed motion artifact detection in segmented multi-slice MRI

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition(2024)10.58530/2023/3425

N/A

0DataRank · unranked

1 citations

Malte Hoffmann, Nalini Singh, Yaël Balbastre, Lina Chen, Marcio Aloísio Bezerra Cavalcanti Rockenbach +6 more