Jürgen Fripp

Commonwealth Scientific and Industrial Research Organisation

Also affiliated with Australian e-Health Research Centre

MedicinePsychology

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

4.8Author DataRank

Indexed papers

3in 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 3 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.

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

Papers

Driven by 36 papers — median percentile 77. Top paper: “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”.

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

A prospective cohort study of prodromal Alzheimer’s disease: Prospective Imaging Study of Ageing: Genes, Brain and Behaviour (PISA)

NeuroImage Clinical(2020)10.1016/j.nicl.2020.102527

Top 23%

0.861DataRank

Top 23%52 citations

Gail Robinson, Robert Adam, Stephen Rose, Gerard J. Byrne, Olivier Salvado +22 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

A snapshot of brain and cognition in healthy mid-life and older adults

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.01.20.476706

Top 70%

0.165DataRank

Top 70%2 citations

Michelle K. Lupton, Christine C. Guo, Philip Mosley, Robert Adam, Amelia Ceslis +12 more

Non-negative matrix factorisation improves Centiloid robustness in longitudinal studies

NeuroImage(2020)10.1016/j.neuroimage.2020.117593

N/A

0DataRank · unranked

41 citations

Vincent Doré, James D. Doecke, David Ames, Colin L. Masters, Christopher C. Rowe +3 more

Simultaneous super‐resolution and contrast synthesis of routine clinical magnetic resonance images of the knee for improving automatic segmentation of joint cartilage: data from the Osteoarthritis Initiative

Medical Physics(2020)10.1002/mp.14421

N/A

0DataRank · unranked

12 citations

Pierrick Bourgeat, Jason Wood, Craig Engstrom, Shekhar S. Chandra, ‪Stuart Crozier‬ +2 more

A prospective cohort study of prodromal Alzheimer’s disease: Prospective Imaging Study of Ageing: Genes, Brain and Behaviour (PISA)

medRxiv(2020)10.1101/2020.05.04.20091140

N/A

0DataRank · unranked

10 citations

Gail Robinson, Robert Adam, Stephen Rose, Gerard J. Byrne, Olivier Salvado +21 more

Fully Automated Delineation of the Optic Radiation for Surgical Planning using Clinically Accessible Sequences

medRxiv(2020)10.1101/2020.07.16.20155598

N/A

0DataRank · unranked

2 citations

Eloy Martínez‐Heras, José V. Manjón, Rosalind L. Jeffree, Hamish Alexander, Julie Trinder +6 more

A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure

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

N/A

0DataRank · unranked

103 citations

Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes +95 more

Deep Generative Medical Image Harmonization for Improving Cross‐Site Generalization in Deep Learning Predictors

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

N/A

0DataRank · unranked

85 citations

Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Ashish Singh +26 more

Fully automated delineation of the optic radiation for surgical planning using clinically feasible sequences

Human Brain Mapping(2021)10.1002/hbm.25658

N/A

0DataRank · unranked

6 citations

Eloy Martínez‐Heras, José V. Manjón, Rosalind L. Jeffree, Hamish Alexander, Julie Trinder +6 more

APOE ε2 resilience for Alzheimer's disease is mediated by plasma lipid species: Analysis of three independent cohort studies

Alzheimer s & Dementia(2022)10.1002/alz.12538

N/A

0DataRank · unranked

50 citations

Kevin Huynh, Corey Giles, Natalie A. Mellett, Thy Duong, Thu Anh Nguyen +30 more

β-amyloid PET harmonisation across longitudinal studies: Application to AIBL, ADNI and OASIS3

NeuroImage(2022)10.1016/j.neuroimage.2022.119527

N/A

0DataRank · unranked

34 citations

Vincent Doré, Samantha C. Burnham, Tammie L.S. Benzinger, Duygu Tosun, Shenpeng Li +10 more

Leukocyte surface biomarkers implicate deficits of innate immunity in sporadic Alzheimer's disease

Alzheimer s & Dementia(2022)10.1002/alz.12813

N/A

0DataRank · unranked

8 citations

Yihan Li, Christopher Fowler, James D. Doecke, Yen Ying Lim, Candace Drysdale +21 more

Avoiding data loss: Synthetic MRIs generated from diffusion imaging can replace corrupted structural acquisitions for freesurfer-seeded tractography

PLoS ONE(2022)10.1371/journal.pone.0247343

N/A

0DataRank · unranked

3 citations

Giulio Gambarota, Marita Prior, Jürgen Fripp, Lee B. Reid, Jérémy Beaumont

Trans-ResNet: Integrating Transformers and CNNs for Alzheimer’s disease classification

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)(2022)10.1109/isbi52829.2022.9761549

N/A

0DataRank · unranked

46 citations

Yue Cui, Na Luo, Yong Liu, Pierrick Bourgeat, Jürgen Fripp +2 more

Genetic, Clinical Underpinnings of Brain Change Along Two Neuroanatomical Dimensions of Clinically-defined Alzheimer’s Disease

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

N/A

0DataRank · unranked

14 citations

Zhijian Yang, Ilya M. Nasrallah, Yuhan Cui, Guray Erus, Dhivya Srinivasan +47 more

Novel genomic loci influence patterns of structural covariance in the human brain

medRxiv(2022)10.1101/2022.07.20.22277727

N/A

0DataRank · unranked

5 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Zhijian Yang, Guray Erus +66 more

Risk prediction of late-onset Alzheimer’s disease implies an oligogenic architecture

Nature Communications(2020)10.1038/s41467-020-18534-1

N/A

0DataRank · unranked

286 citations

Julia Sidorenko, Baptiste Couvy‐Duchesne, Riccardo E. Marioni, Margaret J. Wright, Alison Goate +76 more

Mega-analysis of brain structural covariance, genetics, and clinical phenotypes

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

N/A

0DataRank · unranked

2 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Guray Erus, Timothy Robert‐Fitzgerald +58 more

Genomic loci influence patterns of structural covariance in the human brain

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

N/A

0DataRank · unranked

36 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Zhijian Yang, Guray Erus +61 more

Accuracy of TrUE-Net in comparison to established white matter hyperintensity segmentation methods: An independent validation study

NeuroImage(2023)10.1016/j.neuroimage.2023.120494

N/A

0DataRank · unranked

11 citations

Maryam Rahmani, Donna Dierker, Christopher G. Owen, Hussain Jafri, Andrei G. Vlassenko +10 more

Cross-Sectional and Longitudinal Comparison of Tau Imaging with 18F-MK6240 and 18F-Flortaucipir in Populations Matched for Age, MMSE and Brain Beta-Amyloid Burden

The Journal of Prevention of Alzheimer s Disease(2023)10.14283/jpad.2023.17

N/A

0DataRank · unranked

12 citations

Natasha Krishnadas, Vincent Doré, R. Mulligan, R. Tyrrell, S. Bozinovski +5 more

A universal neocortical mask for Centiloid quantification

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring(2023)10.1002/dad2.12457

N/A

0DataRank · unranked

4 citations

Vincent Doré, Christopher C. Rowe, Tammie L.S. Benzinger, Duygu Tosun, Manu S. Goyal +8 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

0DataRank · unranked

404 citations

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

N/A

0DataRank · unranked

2 citations

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

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

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

N/A

0DataRank · unranked

82 citations

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

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

N/A

0DataRank · unranked

49 citations

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

Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals

JAMA Psychiatry(2024)10.1001/jamapsychiatry.2023.5599

N/A

0DataRank · unranked

24 citations

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

N/A

0DataRank · unranked

21 citations

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

Evolution of white matter hyperintensity segmentation methods and implementation over the past two decades; an incomplete shift towards deep learning

Brain Imaging and Behavior(2024)10.1007/s11682-024-00902-w

N/A

0DataRank · unranked

9 citations

Donna Dierker, Lauren Yaeger, Andrew J. Saykin, Patrick H. Luckett, Andrei G. Vlassenko +65 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

0DataRank · unranked

7 citations

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

The interplay of age, gender and amyloid on brain and cognition in mid-life and older adults

Scientific Reports(2024)10.1038/s41598-024-78308-3

N/A

0DataRank · unranked

4 citations

Renate Thienel, Michelle K. Lupton, Christine C. Guo, Philip Mosley, Anna Behler +12 more

MRI Distance Measures as a Predictor of Subsequent Clinical Status During the Preclinical Phase of Alzheimer's Disease and Related Disorders

Human Brain Mapping(2025)10.1002/hbm.70205

N/A

0DataRank · unranked

0 citations

Brian Caffo, Anja Soldan, Corinne Pettigrew, Guray Erus, Christos Davatzikos +11 more

Revisiting Centiloids using AI

Research Square(2025)10.21203/rs.3.rs-7015694/v1

N/A

0DataRank · unranked

0 citations

Jürgen Fripp, Léo Lebrat, Ying Xia, Azadeh Feizpour, Timothy Cox +30 more

Regional growth rates of white matter hyperintensities are associated with beta-amyloid burden

Neurobiology of Aging(2025)10.1016/j.neurobiolaging.2025.12.006

N/A

0DataRank · unranked

0 citations

Maryam Rahmani, Chia‐Ling Phuah, Donna Dierker, Jingqin Luo, Christopher G. Owen +15 more

Jürgen Fripp

Indexed papers

Top data-sharing exemplar

Papers