🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

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Christos Davatzikos

Christos Davatzikos

University of Pennsylvania

ORCID: 0000-0002-1025-8561

PsychologyNeuroscience

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 1%percentile

15.1Author DataRank

Indexed papers

21in 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 21 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 →

Top data-sharing exemplar

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

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Scientific Data(2022)10.1038/s41597-022-01560-7

Top 5%

4.1DataRank

Top 5%172 citations

Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla +27 more

Papers

Driven by 223 papers — median percentile 56. Top paper: “The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics”.

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Scientific Data(2022)10.1038/s41597-022-01560-7

Top 5%

4.1DataRank

Top 5%172 citations

Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla +27 more

The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

Alzheimer s & Dementia(2020)10.1002/alz.12178

Top 6%

3.8DataRank

Top 6%181 citations

Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Guray Erus +24 more

Effects of intensive versus standard blood pressure control on domain-specific cognitive function: a substudy of the SPRINT randomised controlled trial

The Lancet Neurology(2020)10.1016/s1474-4422(20)30319-7

N/A

3.3DataRank · unranked

82 citations

Sarah A. Gaussoin, Bonnie C. Sachs, Gordon J. Chelune, Mark A. Supiano, Alan J. Lerner +53 more

Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression

JAMA Psychiatry(2022)10.1001/jamapsychiatry.2022.0020

N/A

2.5DataRank · unranked

148 citations

Cynthia H.Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir +93 more

Association of Intensive vs Standard Blood Pressure Control With Magnetic Resonance Imaging Biomarkers of Alzheimer Disease

JAMA Neurology(2021)10.1001/jamaneurol.2021.0178

N/A

2.1DataRank · unranked

74 citations

Sarah A. Gaussoin, Raymond Pomponio, Sudipto Dolui, Guray Erus, Clinton B. Wright +91 more

Optimization of energy state transition trajectory supports the development of executive function during youth

eLife(2020)10.7554/elife.53060

N/A

1.7DataRank · unranked

94 citations

Jennifer Stiso, Graham L. Baum, Jason Z. Kim, David R. Roalf, Richard F. Betzel +16 more

Automated tumor segmentation and brain tissue extraction from multiparametric MRI of pediatric brain tumors: A multi-institutional study

Neuro-Oncology Advances(2023)10.1093/noajnl/vdad027

N/A

1.6DataRank · unranked

50 citations

Sherjeel Arif, Rachel Madhogarhia, Nastaran Khalili, Debanjan Haldar, Sina Bagheri +18 more

Applications of Radiomics and Radiogenomics in High-Grade Gliomas in the Era of Precision Medicine

Cancers(2021)10.3390/cancers13235921

N/A

1.5DataRank · unranked

75 citations

Stephen Bagley, Hamed Akbari, Sanjay Saxena, Sina Bagheri, Jun Guo +7 more

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Radiology(2020)10.1148/radiol.2020191145

N/A

1.2DataRank · unranked

3690 citations

Martin Vallières, Mahmoud A. Abdalah, Hugo J.W.L. Aerts, Vincent Andrearczyk, Aditya Apte +58 more

AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium

Neuro-Oncology(2020)10.1093/neuonc/noaa045

Top 17%

1.2DataRank

Top 17%59 citations

Jill S. Barnholtz‐Sloan, Spyridon Bakas, Rivka R. Colen, Abhishek Mahajan, Carmen Balañá +27 more

Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma

JCO Clinical Cancer Informatics(2020)10.1200/cci.19.00121

Top 19%

1.1DataRank

Top 19%41 citations

Hamed Akbari, Garima Shukla, Chaitra Badve, Jeffrey D. Rudie, Chiharu Sako +17 more

Association of Intensive vs Standard Blood Pressure Control With Regional Changes in Cerebral Small Vessel Disease Biomarkers

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.1055

N/A

1.1DataRank · unranked

35 citations

Karl Li, Jon B. Toledo, Ilya M. Nasrallah, Nicholas M. Pajewski, Sudipto Dolui +11 more

Radiomic signatures of meningiomas using the Ki-67 proliferation index as a prognostic marker of clinical outcomes

Neurosurgical FOCUS(2023)10.3171/2023.3.focus2337

N/A

1.1DataRank · unranked

24 citations

Anahita Fathi Kazerooni, Sherjeel Arif, Aria Mahtabfar, Arbaz Momin, Carrie E. Andrews +13 more

Alzheimer’s and neurodegenerative disease biomarkers in blood predict brain atrophy and cognitive decline

Alzheimer s Research & Therapy(2024)10.1186/s13195-024-01459-y

N/A

0.995DataRank · unranked

41 citations

Yang An, Michael R. Duggan, Cassandra M Joynes, Christos Davatzikos, Guray Erus +5 more

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

Brain(2020)10.1093/brain/awaa160

N/A

0.902DataRank · unranked

407 citations

Guray Erus, Jimit Doshi, Mohamad Habes, Ilya M. Nasrallah, Monica Truelove‐Hill +25 more

Federated learning enables big data for rare cancer boundary detection

Nature Communications(2022)10.1038/s41467-022-33407-5

N/A

0.881DataRank · unranked

355 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina +95 more

Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes

Biological Psychiatry(2022)10.1016/j.biopsych.2022.03.021

N/A

0.881DataRank · unranked

48 citations

Lianne Schmaal, Stephen J. Wood, Renate Reniers, Nicholas M. Barnes, Katharine Chisholm +30 more

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data

NeuroImage(2020)10.1016/j.neuroimage.2020.117129

N/A

0.866DataRank · unranked

321 citations

Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara +2 more

Association Between Brain Volumes and Patterns of Physical Activity in Community-Dwelling Older Adults

The Journals of Gerontology Series A(2020)10.1093/gerona/glaa294

Top 24%

0.834DataRank

Top 24%30 citations

Hang Wang, Yang An, Eleanor M. Simonsick, Qu Tian, Christos Davatzikos +7 more

Changes in brain functional connectivity and cognition related to white matter lesion burden in hypertensive patients from SPRINT

Neuroradiology(2021)10.1007/s00234-020-02614-6

N/A

0.774DataRank · unranked

16 citations

Dhivya Srinivasan, Guray Erus, James E. Schmitt, Adhish Agarwal, Monique E. Cho +8 more

Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization

NeuroImage(2023)10.1016/j.neuroimage.2023.120125

N/A

0.749DataRank · unranked

146 citations

Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch +6 more

Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study

NeuroImage(2023)10.1016/j.neuroimage.2023.119911

Top 27%

0.733DataRank

Top 27%26 citations

Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen +12 more

Race, sex, and mid‐life changes in brain health: Cardia MRI substudy

Alzheimer s & Dementia(2022)10.1002/alz.12560

Top 29%

0.700DataRank

Top 29%22 citations

Ilya M. Nasrallah, John A. Detre, Sudipto Dolui, Guray Erus, Christos Davatzikos +4 more

A Composite Multivariate Polygenic and Neuroimaging Score for Prediction of Conversion to Alzheimer's Disease

2012 Second International Workshop on Pattern Recognition in NeuroImaging(2012)10.1109/prni.2012.9

N/A

0.699DataRank · unranked

11 citations

Bilwaj Gaonkar, Christos Davatzikos, Roman Filipovych

Applications of generative adversarial networks in neuroimaging and clinical neuroscience

NeuroImage(2023)10.1016/j.neuroimage.2023.119898

N/A

0.691DataRank · unranked

99 citations

Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli +8 more

Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma

Scientific Reports(2022)10.1038/s41598-022-12699-z

N/A

0.675DataRank · unranked

89 citations

Sanjay Saxena, Erik Toorens, Danni Tu, Vishnu Bashyam, Hamed Akbari +17 more

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes

Medical Image Analysis(2021)10.1016/j.media.2021.102304

N/A

0.633DataRank · unranked

67 citations

Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Guray Erus +25 more

Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease

NeuroImage(2023)10.1016/j.neuroimage.2023.120346

Top 34%

0.574DataRank

Top 34%15 citations

Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang +6 more

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning

Biological Psychiatry(2024)10.1016/j.biopsych.2024.04.017

N/A

0.515DataRank · unranked

30 citations

Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang +2 more

Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium

Neuroradiology(2023)10.1007/s00234-023-03196-9

N/A

0.489DataRank · unranked

25 citations

Sohil H. Patel, Suyash Mohan, Hamed Akbari, Spyridon Bakas, MacLean P. Nasrallah +79 more

Association of liver disease with brain volume loss, cognitive decline, and plasma neurodegenerative disease biomarkers

Neurobiology of Aging(2022)10.1016/j.neurobiolaging.2022.08.004

N/A

0.483DataRank · unranked

24 citations

Michael R. Duggan, Heather E. Dark, Gulzar N. Daya, Yang An, Christos Davatzikos +5 more

Sex and APOE ε4 allele differences in longitudinal white matter microstructure in multiple cohorts of aging and Alzheimer's disease

Alzheimer s & Dementia(2024)10.1002/alz.14343

Top 42%

0.452DataRank

Top 42%14 citations

Aditi Sathe, Dimitrios Zaras, Yisu Yang, Alaina Durant, Kacie Deters +43 more

Proteomic analyses reveal plasma EFEMP1 and CXCL12 as biomarkers and determinants of neurodegeneration

Alzheimer s & Dementia(2024)10.1002/alz.14142

N/A

0.442DataRank · unranked

18 citations

Zhijian Yang, Yuhan Cui, Heather E. Dark, Junhao Wen, Guray Erus +9 more

MICCAI Brain Tumor Segmentation (BraTS) 2020 Benchmark: "Prediction of Survival and Pseudoprogression"

Zenodo (CERN European Organization for Nuclear Research)(2020)10.5281/zenodo.3718904

Top 44%

0.420DataRank

Top 44%4 citations

Bjoern Menze, Christos Davatzikos, Jayashree Kalpathy–Cramer, Keyvan Farahani, Michel Bilello +18 more

Dimensional connectomics of anxious misery, a human connectome study related to human disease: Overview of protocol and data quality

NeuroImage Clinical(2020)10.1016/j.nicl.2020.102489

N/A

0.416DataRank · unranked

15 citations

Nathan Smyk, Marc Jaskir, Philip A. Cook, Mark A. Elliott, Tommaso Girelli +10 more

Generative models of MRI-derived neuroimaging features and associated dataset of 18,000 samples

Scientific Data(2024)10.1038/s41597-024-04157-4

Top 48%

0.379DataRank

Top 48%7 citations

Rongguang Wang, Zhijian Yang, Vasiliki Tassopoulou, Fanyang Yu, Vishnu Bashyam +5 more

Reproducible Brain Charts: An open data resource for mapping brain development and its associations with mental health

Neuron(2025)10.1016/j.neuron.2025.08.026

Top 50%

0.350DataRank

Top 50%8 citations

Nathália Bianchini Esper, Maurício Scopel Hoffmann, Lei Ai, Andrew A. Chen, Jon Cluce +26 more

Distance-weighted Sinkhorn loss for Alzheimer’s disease classification

iScience(2024)10.1016/j.isci.2024.109212

N/A

0.346DataRank · unranked

5 citations

Qipeng Zhan, Boning Tong, Shu Yuan Yang, Bojian Hou, Heng Huang +5 more

Alzheimer’s disease genetic risk and changes in brain atrophy and white matter hyperintensities in cognitively unimpaired adults

Brain Communications(2024)10.1093/braincomms/fcae276

N/A

0.330DataRank · unranked

8 citations

Jiangxia Wang, Corinne Pettigrew, Christos Davatzikos, Guray Erus, Timothy J. Hohman +13 more

Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults

Neurobiology of Aging(2020)10.1016/j.neurobiolaging.2020.05.007

N/A

0.312DataRank · unranked

7 citations

Logan Dumitrescu, Chiung-Wei Huang, Yang An, Toshiko Tanaka, Dena Hernández +7 more

Signatures and Discriminative Abilities of Multi-Omics between States of Cognitive Decline

Biomedicines(2024)10.3390/biomedicines12050941

N/A

0.269DataRank · unranked

5 citations

Michail Kokkorakis, Keenan A. Walker, Christos Davatzikos, Filippos Anagnostakis

Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction

PubMed(2022)10.1117/12.2611557

Top 59%

0.256DataRank

Top 59%4 citations

Dhivya Srinivasan, Hongming Li, Ahmed Abdulkadir, Haochang Shou, Christos Davatzikos +2 more

Plasma neurofilament light and brain volumetric outcomes among middle-aged urban adults

Neurobiology of Aging(2023)10.1016/j.neurobiolaging.2023.04.013

N/A

0.241DataRank · unranked

4 citations

Nicole Noren Hooten, Hind A. Beydoun, Jordan Weiss, Ana I. Maldonado, Leslie I. Katzel +8 more

A randomized controlled trial examining the effects of behavioral weight loss treatment on hippocampal volume and neurocognition

Physiology & Behavior(2023)10.1016/j.physbeh.2023.114228

N/A

0.236DataRank · unranked

3 citations

Yingjie Zhou, Guray Erus, Christos Davatzikos, Michelle I. Cardel, Gary D. Foster +2 more

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering

PubMed(2023)10.48550/arxiv.2301.10772

N/A

0.222DataRank · unranked

3 citations

Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Guray Erus, Elizabeth Mamourian +23 more

The PREVENT-AD cohort: accelerating Alzheimer’s disease research and treatment in Canada and beyond

medRxiv(2025)10.1101/2025.07.22.25331791

Top 65%

0.208DataRank

Top 65%3 citations

Judes Poirier, John C.S. Breitner, Jennifer Tremblay‐Mercier, Jordana Remz, Jean‐Michel Raoult +38 more

Generalizable CT Vision-Language Modeling for Population Health and Disease Risk

medRxiv(2025)10.1101/2025.07.03.25330654

N/A

0.124DataRank · unranked

1 citations

Joonghyun Kim, Hamed Tavolinejad, Bingxin Zhao, Jessie Dong, Rakesh Sharma +21 more

Multi-scale semi-supervised clustering of brain images: deriving disease subtypes

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.19.440501

N/A

0DataRank · unranked

7 citations

Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Guray Erus +26 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

arXiv (Cornell University)(2021)10.48550/arxiv.2112.10074

N/A

0DataRank · unranked

7 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Identifying highly heritable brain amyloid phenotypes through mining Alzheimer’s imaging and sequencing biobank data

PubMed(2021)10.1142/9789811250477_0011

N/A

0DataRank · unranked

6 citations

Zixuan Wen, Mansu Kim, Xiwen Zhao, Brian N. Lee, Sang‐Hyuk Jung +7 more

Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia

medRxiv(2021)10.1101/2021.10.26.21265515

N/A

0DataRank · unranked

0 citations

David Ginsbourger, Haochang Shou, Christos Davatzikos, Stefan Klöppel, Ahmed Abdulkadir +4 more

Dissociable multi-scale patterns of development in personalized brain networks

Nature Communications(2022)10.1038/s41467-022-30244-4

N/A

0DataRank · unranked

85 citations

Bart Larsen, Zaixu Cui, Valerie J. Sydnor, Maxwell A. Bertolero, Azeez Adebimpe +18 more

Sex differences in the functional topography of association networks in youth

Proceedings of the National Academy of Sciences(2022)10.1073/pnas.2110416119

N/A

0DataRank · unranked

72 citations

Jakob Seidlitz, Zaixu Cui, Azeez Adebimpe, Danielle S. Bassett, Maxwell A. Bertolero +16 more

Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth

Biological Psychiatry(2022)10.1016/j.biopsych.2022.05.014

N/A

0DataRank · unranked

56 citations

Adam Pines, Bart Larsen, Valerie J. Sydnor, Hongming Li, Azeez Adebimpe +16 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-354b

N/A

0DataRank · unranked

53 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population

American Journal of Psychiatry(2022)10.1176/appi.ajp.21070686

N/A

0DataRank · unranked

51 citations

Pankhuri Singhal, Dominic Dwyer, Junhao Wen, Guray Erus, Jimit Doshi +30 more

ASLPrep: a platform for processing of arterial spin labeled MRI and quantification of regional brain perfusion

Nature Methods(2022)10.1038/s41592-022-01458-7

N/A

0DataRank · unranked

49 citations

Maxwell A. Bertolero, Sudipto Dolui, Matthew Cieslak, Kristin Murtha, Erica B. Baller +94 more

Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias

Human Brain Mapping(2022)10.1002/hbm.26144

N/A

0DataRank · unranked

48 citations

Tobias Kaufmann, Vishnu Bashyam, Guray Erus, Joan L. Luby, Lars T. Westlye +4 more

Radiomics and radiogenomics in pediatric neuro-oncology: A review

Neuro-Oncology Advances(2022)10.1093/noajnl/vdac083

N/A

0DataRank · unranked

45 citations

Debanjan Haldar, Sina Bagheri, Ariana Familiar, Hannah Anderson, Sherjeel Arif +7 more

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac9449

N/A

0DataRank · unranked

44 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Patrick Foley, G. Anthony Reina +9 more

Mid-life epigenetic age, neuroimaging brain age, and cognitive function: coronary artery risk development in young adults (CARDIA) study

Aging(2022)10.18632/aging.203918

N/A

0DataRank · unranked

43 citations

Mohamad Habes, Mitzi M. Gonzales, Raymond Pomponio, Ilya M. Nasrallah, Sadiya S. Khan +15 more

Harmonizing functional connectivity reduces scanner effects in community detection

NeuroImage(2022)10.1016/j.neuroimage.2022.119198

N/A

0DataRank · unranked

39 citations

Dhivya Srinivasan, Raymond Pomponio, Yong Fan, Ilya M. Nasrallah, Susan M. Resnick +7 more

Unsupervised machine learning using K-means identifies radiomic subgroups of pediatric low-grade gliomas that correlate with key molecular markers

Neoplasia(2022)10.1016/j.neo.2022.100869

N/A

0DataRank · unranked

37 citations

Anahita Fathi Kazerooni, Sherjeel Arif, Ariana Familiar, Rachel Madhogarhia, Nastaran Khalili +13 more

Associations of Olfaction With Longitudinal Trajectories of Brain Volumes and Neuropsychological Function in Older Adults

Neurology(2022)10.1212/wnl.0000000000201646

N/A

0DataRank · unranked

35 citations

Yang An, Melissa H. Kitner-Triolo, Christos Davatzikos, Stephanie A. Studenski, Luigi Ferrucci +2 more

Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages

JAMA Psychiatry(2022)10.1001/jamapsychiatry.2022.1163

N/A

0DataRank · unranked

33 citations

Madalina-Octavia Buciuman, Anne Ruef, Joseph Kambeitz, Mark Sen Dong, Caedyn L. Stinson +94 more

Elevated blood pressure is associated with advanced brain aging in mid‐life: A 30‐year follow‐up of The CARDIA Study

Alzheimer s & Dementia(2022)10.1002/alz.12725

N/A

0DataRank · unranked

22 citations

Mohamad Habes, Guray Erus, Eric Vittinghoff, Christos Davatzikos, Ilya M. Nasrallah +4 more

Disentangling Alzheimer’s disease neurodegeneration from typical brain ageing using machine learning

Brain Communications(2022)10.1093/braincomms/fcac117

N/A

0DataRank · unranked

29 citations

Ahmed Abdulkadir, Guray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou +16 more

Metabolic and physiologic magnetic resonance imaging in distinguishing true progression from pseudoprogression in patients with glioblastoma

NMR in Biomedicine(2022)10.1002/nbm.4719

N/A

0DataRank · unranked

27 citations

Sultan Bukhari, Omar M. Afridi, Sumei Wang, Santosh K. Yadav, Hamed Akbari +8 more

Predicting Amyloid Positivity in Cognitively Unimpaired Older Adults

Neurology(2022)10.1212/wnl.0000000000200553

N/A

0DataRank · unranked

24 citations

Richard B. Lipton, Ellen Grober, Christos Davatzikos, Reisa A. Sperling, Ali Ezzati +1 more

Herpes Viruses in the Baltimore Longitudinal Study of Aging

Neurology(2022)10.1212/wnl.0000000000201036

N/A

0DataRank · unranked

24 citations

Zhongsheng Peng, Yang An, Melissa H. Kitner Triolo, Andrea T. Shafer, Christos Davatzikos +6 more

Ensemble Inversion for Brain Tumor Growth Models With Mass Effect

IEEE Transactions on Medical Imaging(2022)10.1109/tmi.2022.3221913

N/A

0DataRank · unranked

20 citations

Ali Ghafouri, Klaudius Scheufele, Naveen Himthani, Christos Davatzikos, George Biros +1 more

Identification of texture MRI brain abnormalities on first-episode psychosis and clinical high-risk subjects using explainable artificial intelligence

Translational Psychiatry(2022)10.1038/s41398-022-02242-z

N/A

0DataRank · unranked

20 citations

Christina Andreou, Helena Rogg, Mihai Avram, Anne Ruef, Christos Davatzikos +3 more

Automatic Segmentation and Quantification of Upper Airway Anatomic Risk Factors for Obstructive Sleep Apnea on Unprocessed Magnetic Resonance Images

Academic Radiology(2022)10.1016/j.acra.2022.04.023

N/A

0DataRank · unranked

19 citations

Guray Erus, Jimit Doshi, Ashish Singh, Brendan T Keenan, Richard J. Schwab +3 more

Alzheimer's Disease Genetic Risk, Cognition, and Brain Aging in Midlife

Annals of Neurology(2022)10.1002/ana.26569

N/A

0DataRank · unranked

11 citations

Myriam Fornage, Lenore J. Launer, Mohamad Habes, Christos Davatzikos, Kristine Yaffe +1 more

Automated Analysis of Low-Field Brain MRI in Cerebral Malaria

Biometrics(2022)10.1111/biom.13708

N/A

0DataRank · unranked

9 citations

Manu S. Goyal, Jordan D. Dworkin, Samuel Kampondeni, Lorenna Vidal, Eric Biondo-Savin +16 more

Plasma neurofilament light as blood marker for poor brain white matter integrity among middle-aged urban adults

Neurobiology of Aging(2022)10.1016/j.neurobiolaging.2022.10.004

N/A

0DataRank · unranked

8 citations

Nicole Noren Hooten, Jordan Weiss, Ana I. Maldonado, Hind A. Beydoun, Leslie I. Katzel +8 more

White matter integrity as a mediator between socioeconomic status and executive function

Frontiers in Human Neuroscience(2022)10.3389/fnhum.2022.1021857

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Journal of Child Psychology and Psychiatry(2022)10.1111/jcpp.13593

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Scientific Reports(2022)10.1038/s41598-022-10421-7

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Scientific Data(2022)10.1038/s41597-022-01415-1

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bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.16.508329

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medRxiv(2022)10.1101/2022.07.20.22277727

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bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.12.15.517767

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medRxiv(2022)10.1101/2022.01.07.22268854

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Research Square(2022)10.21203/rs.3.rs-1503113/v1

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Research Square(2022)10.21203/rs.3.rs-1768841/v1

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Research Square(2022)10.21203/rs.3.rs-1608215/v1

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bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.01.27.477859

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2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)(2022)10.1109/bibm55620.2022.9995342

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bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.27.501626

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Journal of Magnetic Resonance Imaging(2022)10.1002/jmri.28377

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0 citations

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Innovation in Aging(2022)10.1093/geroni/igac059.1233

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Research Square(2022)10.21203/rs.3.rs-2289671/v1

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Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2211613120

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77 citations

Pratik Chaudhari, Christos Davatzikos, Rongguang Wang

Personalized functional brain network topography is associated with individual differences in youth cognition

Nature Communications(2023)10.1038/s41467-023-44087-0

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70 citations

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Medical Image Analysis(2023)10.1016/j.media.2023.102756

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Molecular Psychiatry(2023)10.1038/s41380-023-02069-0

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36 citations

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Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2300842120

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36 citations

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Communications Engineering(2023)10.1038/s44172-023-00066-3

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36 citations

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Neuroimage Reports(2023)10.1016/j.ynirp.2023.100162

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Alzheimer s & Dementia(2023)10.1002/alz.13559

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23 citations

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BMC Psychiatry(2023)10.1186/s12888-022-04509-7

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20 citations

Guray Erus, Yong Fan, Mathilde Antoniades, Danilo Arnone, Stephen R. Arnott +44 more

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Annals of Neurology(2023)10.1002/ana.26817

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Neurobiology of Aging(2023)10.1016/j.neurobiolaging.2023.05.013

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17 citations

Brendan A. Mitchell, Guray Erus, Christos Davatzikos, Ruin Moaddel, Susan M. Resnick +2 more

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Neuromethods(2023)10.1007/978-1-0716-3195-9_16

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17 citations

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Pain(2023)10.1097/j.pain.0000000000002984

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15 citations

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Stroke(2023)10.1161/strokeaha.123.043908

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15 citations

Michael R. Duggan, Gabriela Gómez, Krishna A. Pucha, Zhongsheng Peng, Heather E. Dark +9 more

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Frontiers in Aging Neuroscience(2023)10.3389/fnagi.2023.1281748

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8 citations

Garam Lee, Sang‐Hyuk Jung, Zixuan Wen, Jingxuan Bao, Kwangsik Nho +8 more

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Journal of Pain(2023)10.1016/j.jpain.2023.11.006

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8 citations

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Development of white matter fiber covariance networks supports executive function in youth

Cell Reports(2023)10.1016/j.celrep.2023.113487

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8 citations

Josiane Bourque, Valerie J. Sydnor, Matthew Cieslak, Aaron Alexander-Bloch, Maxwell A. Bertolero +15 more

Shared and Distinct Associations of Manual Dexterity and Gross Motor Function With Brain Atrophy

The Journals of Gerontology Series A(2023)10.1093/gerona/glad245

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7 citations

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Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory

NeuroImage(2023)10.1016/j.neuroimage.2023.120048

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7 citations

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Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease

Methods(2023)10.1016/j.ymeth.2023.07.007

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6 citations

Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Junhao Wen +8 more

Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia

Scientific Reports(2023)10.1038/s41598-023-32867-z

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1 citations

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medRxiv(2023)10.1101/2023.01.02.22284037

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16 citations

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Development of White Matter Fiber Covariance Networks Supports Executive Function in Youth

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.09.527696

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12 citations

Josiane Bourque, Valerie J. Sydnor, Matt Cieslak, Aaron Alexander-Bloch, Max Bertolero +14 more

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)

arXiv (Cornell University)(2023)10.48550/arxiv.2305.09011

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12 citations

Gian Marco Conte, Hu, Qingqiao, Syed Muhammad Anwar, Florian Kofler, Ivan Ezhov +60 more

Author Correction: Federated learning enables big data for rare cancer boundary detection

Nature Communications(2023)10.1038/s41467-023-36188-7

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5 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-han Wang, G. Anthony Reina +95 more

Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures

medRxiv(2023)10.1101/2023.12.29.23300642

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2 citations

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medRxiv(2023)10.1101/2023.02.12.23285594

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1 citations

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Lecture notes in computer science(2023)10.1007/978-3-031-47425-5_21

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1 citations

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Brain aging patterns in a large and diverse cohort of 49,482 individuals

Nature Medicine(2024)10.1038/s41591-024-03144-x

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Junhao Wen, Guray Erus, Sindhuja Tirumalai Govindarajan, Randa Melhem, Elizabeth Mamourian +48 more

The genetic architecture of multimodal human brain age

Nature Communications(2024)10.1038/s41467-024-46796-6

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Bingxin Zhao, Zhijian Yang, Guray Erus, Ioanna Skampardoni, Elizabeth Mamourian +13 more

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Nature Aging(2024)10.1038/s43587-024-00682-4

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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering

Nature Communications(2024)10.1038/s41467-023-44271-2

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49 citations

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Nature Mental Health(2024)10.1038/s44220-023-00187-w

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43 citations

Mathilde Antoniades, Guray Erus, José García, Yong Fan, Danilo Arnone +44 more

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The Lancet Oncology(2024)10.1016/s1470-2045(24)00315-2

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28 citations

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Scientific Reports(2024)10.1038/s41598-024-55072-y

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26 citations

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JAMA Psychiatry(2024)10.1001/jamapsychiatry.2023.5599

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24 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Junhao Wen, Randa Melhem, Elizabeth Mamourian +46 more

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The Lancet Oncology(2024)10.1016/s1470-2045(24)00316-4

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24 citations

Spyridon Bakas, Pallavi Tiwari, Janine Lupo, Evan Calabrese, Christos Davatzikos +21 more

Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimer’s disease continuum

Translational Psychiatry(2024)10.1038/s41398-024-03121-5

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21 citations

Zhijian Yang, Ilya M. Nasrallah, Yuhan Cui, Guray Erus, Dhivya Srinivasan +45 more

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EBioMedicine(2024)10.1016/j.ebiom.2024.105399

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12 citations

Dhivya Srinivasan, Junhao Wen, Guray Erus, Ahmed Abdulkadir, Elizabeth Mamourian +31 more

Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study

Neuro-Oncology(2024)10.1093/neuonc/noae260

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12 citations

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Predicting peritumoral glioblastoma infiltration and subsequent recurrence using deep-learning–based analysis of multi-parametric magnetic resonance imaging

Journal of Medical Imaging(2024)10.1117/1.jmi.11.5.054001

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13 citations

Hamed Akbari, José García, Suyash Mohan, Yehuda Dicker, Chiharu Sako +21 more

Interpretable deep clustering survival machines for Alzheimer’s disease subtype discovery

Medical Image Analysis(2024)10.1016/j.media.2024.103231

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8 citations

Zixuan Wen, Jingxuan Bao, R.F Zhang, Boning Tong, Shu Yang +10 more

Sex-Specific Differences in Patients withIDH1–Wild-Type Grade 4 Glioma in the ReSPOND Consortium

American Journal of Neuroradiology(2024)10.3174/ajnr.a8319

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6 citations

José García, Nisha Korakavi, Nirav Patil, Hamed Akbari, Andrew E. Sloan +20 more

Plasma Biomarkers as Predictors of Progression to Dementia in Individuals with Mild Cognitive Impairment

Journal of Alzheimer s Disease(2024)10.3233/jad-230620

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10 citations

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Employing Informatics Strategies in Alzheimer's Disease Research: A Review from Genetics, Multiomics, and Biomarkers to Clinical Outcomes

Annual Review of Biomedical Data Science(2024)10.1146/annurev-biodatasci-102423-121021

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4 citations

Brian N. Lee, Junhao Wen, Mansu Kim, Shizhuo Mu, Shuhua Yang +5 more

CDPNet: a radiomic feature learning method with epigenetic application to estimating MGMT promoter methylation status in glioblastoma

PubMed(2024)10.1117/12.3009716

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4 citations

Fanyang Yu, MacLean P. Nasrallah, Christos Davatzikos, Jun Guo

Fully automatic mpMRI analysis using deep learning predicts peritumoral glioblastoma infiltration and subsequent recurrence

PubMed(2024)10.1117/12.3001752

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3 citations

Akbari Hamed, José García, Suyash Mohan, Christos Davatzikos, Sunwoo Kwak

Reproducible Sex Differences in Personalized Functional Network Topography in Youth

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.26.615061

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1 citations

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p Net: A toolbox for personalized functional networks modeling

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.26.591367

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0 citations

Hongming Li, Zhen Zhou, Xiaoyang Chen, Liang Ma, Guray Erus +10 more

Sex, racial, and APOE -ε4 allele differences in longitudinal white matter microstructure in multiple cohorts of aging and Alzheimer’s disease

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.10.598357

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Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits

PubMed(2024)10.1109/isbi56570.2024.10635581

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Generative models of MRI-derived neuroimaging features and associated dataset of 18,000 samples

arXiv (Cornell University)(2024)10.48550/arxiv.2407.12897

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A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis

arXiv (Cornell University)(2024)10.48550/arxiv.2412.09376

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Nature Communications(2025)10.1038/s41467-024-55659-z

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17 citations

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Radiomic and proteomic signatures of body mass index on brain ageing and Alzheimer's-like patterns of brain atrophy

EBioMedicine(2025)10.1016/j.ebiom.2025.105763

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7 citations

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The effect of Alzheimer's disease genetic factors on limbic white matter microstructure

Alzheimer s & Dementia(2025)10.1002/alz.70130

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7 citations

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Multi-organ AI endophenotypes chart the heterogeneity of brain, eye and heart pan-disease

Nature Mental Health(2026)10.1038/s44220-025-00560-x

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Junhao Wen, Christos Davatzikos, Ye Ella Tian, Michael S. Rafii, Keenan A. Walker +12 more

CSF Levels of NPTX2 Are Associated With Less Brain Atrophy Over Time in Cognitively Unimpaired Individuals

Annals of Clinical and Translational Neurology(2025)10.1002/acn3.70216

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3 citations

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The Dementia SomaSignal Test (dSST): A plasma proteomic predictor of 20‐year dementia risk

Alzheimer s & Dementia(2025)10.1002/alz.14549

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Clare Paterson, Yifei Lü, Hannah Biegel, Heather E. Dark, Jenifer Cordon +23 more

Impact of cardiometabolic conditions on the progression from mild cognitive impairment to dementia: A large cohort study

Alzheimer s & Dementia(2025)10.1002/alz.70692

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2 citations

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Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease

Imaging Neuroscience(2025)10.1162/imag_a_00552

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3 citations

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The British Journal of Psychiatry(2025)10.1192/bjp.2025.135

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Proceedings of the National Academy of Sciences(2025)10.1073/pnas.2505600122

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The Journals of Gerontology Series B(2025)10.1093/geronb/gbaf085

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medRxiv(2025)10.1101/2025.08.09.25333350

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medRxiv(2025)10.1101/2025.01.04.25319995

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bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.06.27.662056

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medRxiv(2025)10.1101/2025.07.10.25331263

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arXiv (Cornell University)(2025)10.48550/arxiv.2501.18834

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BioData Mining(2025)10.1186/s13040-025-00432-1

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Human Brain Mapping(2025)10.1002/hbm.70205

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bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.06.09.658375

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medRxiv(2025)10.1101/2025.08.08.25333313

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Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.111112

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medRxiv(2025)10.1101/2025.10.15.25337507

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The Journals of Gerontology Series A(2025)10.1093/gerona/glaf222

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PubMed(2025)10.1109/iccvw69036.2025.00239

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Alzheimer s & Dementia(2025)10.1002/alz.70109

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Biological Psychiatry(2020)10.1016/j.biopsych.2020.01.016

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Neuron(2020)10.1016/j.neuron.2020.01.029

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Brain(2020)10.1093/brain/awaa025

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NeuroImage(2020)10.1016/j.neuroimage.2020.117289

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NeuroImage(2020)10.1016/j.neuroimage.2020.117081

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Annual Review of Biomedical Engineering(2020)10.1146/annurev-bioeng-062117-121105

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Journal of Neuroscience(2020)10.1523/jneurosci.2092-19.2019

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Neuro-Oncology Advances(2020)10.1093/noajnl/vdaa128

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Journal of Medical Imaging(2020)10.1117/1.jmi.7.3.031505

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NeuroImage(2020)10.1016/j.neuroimage.2020.117248

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PLoS ONE(2020)10.1371/journal.pone.0239548

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Journal of Alzheimer s Disease(2020)10.3233/jad-191335

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Frontiers in Aging Neuroscience(2020)10.3389/fnagi.2020.00140

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Brain Imaging and Behavior(2020)10.1007/s11682-020-00279-6

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NeuroImage(2020)10.1016/j.neuroimage.2020.117182

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Lecture notes in computer science(2020)10.1007/978-3-030-46643-5_38

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Lecture notes in computer science(2020)10.1007/978-3-030-46640-4_6

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Lecture notes in computer science(2020)10.1007/978-3-030-59861-7_21

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Lecture notes in computer science(2020)10.1007/978-3-030-59861-7_35

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UNC Libraries(2020)10.17615/qds8-7b30

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UNC Libraries(2020)10.17615/ka8q-bk87

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Proceedings of the IEEE(2021)10.1109/jproc.2021.3054390

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Nature Methods(2021)10.1038/s41592-021-01185-5

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Nature Communications(2021)10.1038/s41467-021-26703-z

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Journal of Magnetic Resonance Imaging(2021)10.1002/jmri.27908

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Psychiatry Research Neuroimaging(2021)10.1016/j.pscychresns.2021.111303

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29 citations

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Neurobiology of Aging(2021)10.1016/j.neurobiolaging.2021.09.017

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Research on Aging(2021)10.1177/01640275211017268

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Neurobiology of Aging(2021)10.1016/j.neurobiolaging.2021.05.004

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6 citations

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Applied Sciences(2021)10.3390/app11167488

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Medical Image Analysis(2021)10.1016/j.media.2021.102309

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Frontiers in Aging Neuroscience(2021)10.3389/fnagi.2021.660049

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