Loading…
Loading…
Predicting venous thromboembolism risk from exomes in the Critical Assessment of Genome Interpretation (CAGI) challenges
McInnes, Gregory, Daneshjou, Roxana, Katsonis, Panagiostis, Lichtarge, Olivier, Srinivasan, Rajgopal, Rana, Sadhna, Radivojac, Predrag, Mooney, Sean D., Pagel, Kymberleigh A., Stamboulian, Moses, Jiang, Yuxiang, Capriotti, Emidio, Wang, Yanran, Bromberg, Yana, Bovo, Samuele, Savojardo, Castrense, Martelli, Pier Luigi, Casadio, Rita, Pal, Lipika R., Moult, John, Brenner, Steven E., Altman, Russ
Published in Human mutation (01.09.2019)
Published in Human mutation (01.09.2019)
Get full text
Journal Article
Loading…
An Artificial Intelligence Enabled System for Retinal Nerve Fiber Layer Thickness Damage Severity Staging
Yousefi, Siamak, Huang, Xiaoqin, Poursoroush, Asma, Majoor, Julek, Lemij, Hans, Vermeer, Koen, Elze, Tobias, Wang, Mengyu, Nouri-Mahdavi, Kouros, Mohammadzadeh, Vahid, Brusini, Paolo, Johnson, Chris
Published in Ophthalmology science (Online) (01.03.2024)
Published in Ophthalmology science (Online) (01.03.2024)
Get full text
Journal Article
Loading…
Merged Affinity Network Association Clustering: Joint multi-omic/clinical clustering to identify disease endotypes
Tyler, Scott R., Chun, Yoojin, Ribeiro, Victoria M., Grishina, Galina, Grishin, Alexander, Hoffman, Gabriel E., Do, Anh N., Bunyavanich, Supinda
Published in Cell reports (Cambridge) (13.04.2021)
Published in Cell reports (Cambridge) (13.04.2021)
Get full text
Journal Article
Loading…
Loading…
Integrative learning for population of dynamic networks with covariates
Kundu, Suprateek, Ming, Jin, Nocera, Joe, McGregor, Keith M.
Published in NeuroImage (Orlando, Fla.) (01.08.2021)
Published in NeuroImage (Orlando, Fla.) (01.08.2021)
Get full text
Journal Article
Loading…
Discovering hidden geothermal signatures using non-negative matrix factorization with customized k-means clustering
Vesselinov, V.V., Ahmmed, B., Mudunuru, M.K., Pepin, J.D., Burns, E.R., Siler, D.L., Karra, S., Middleton, R.S.
Published in Geothermics (01.12.2022)
Published in Geothermics (01.12.2022)
Get full text
Journal Article
Loading…
Loading…
Loading…
Characterization of myocardial motion patterns by unsupervised multiple kernel learning
Sanchez-Martinez, Sergio, Duchateau, Nicolas, Erdei, Tamas, Fraser, Alan G., Bijnens, Bart H., Piella, Gemma
Published in Medical image analysis (01.01.2017)
Published in Medical image analysis (01.01.2017)
Get full text
Journal Article
Loading…
Transcriptomic signatures of classical monocytes reveal pro-inflammatory modules and heterogeneity in polyarticular juvenile idiopathic arthritis
Hounkpe, Bidossessi W., Sales, Lucas P., Ribeiro, Surian C. R., Perez, Mariana O., Caparbo, Valéria F., Domiciano, Diogo Souza, Figueiredo, Camille P., Pereira, Rosa M. R., Borba, Eduardo F.
Published in Frontiers in immunology (21.05.2024)
Published in Frontiers in immunology (21.05.2024)
Get full text
Journal Article
Loading…
Using hierarchical unsupervised learning to integrate and reduce multi-level and multi-paraspinal muscle MRI data in relation to low back pain
Torres-Espin, Abel, Keller, Anastasia, Johnson, Gabriel T. A., Fields, Aaron J., Krug, Roland, Ferguson, Adam R., Hargens, Alan R., O’Neill, Conor W., Lotz, Jeffrey C., Bailey, Jeannie F.
Published in European spine journal (01.08.2022)
Published in European spine journal (01.08.2022)
Get full text
Journal Article
Loading…
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning
Bui, Lien A., Yeboah, Dacosta, Steinmeister, Louis, Azizi, Sima, Hier, Daniel B., Wunsch, Donald C., Olbricht, Gayla R., Obafemi-Ajayi, Tayo
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2022)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2022)
Get full text
Journal Article
Loading…
Establishing Central Sensitization Inventory Cut-off Values in patients with Chronic Low Back Pain by Unsupervised Machine Learning
Zheng, Xiaoping, Lamoth, Claudine JC, Timmerman, Hans, Ebert Otten, Reneman, Michiel F
Published in arXiv.org (20.11.2023)
Published in arXiv.org (20.11.2023)
Get full text
Paper
Journal Article
Loading…
Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety
Xing, Mengqi, Lee, Hyekyoung, Morrissey, Zachery, Chung, Moo K., Phan, K. Luan, Klumpp, Heide, Leow, Alex, Ajilore, Olusola
Published in NeuroImage (Orlando, Fla.) (01.02.2019)
Published in NeuroImage (Orlando, Fla.) (01.02.2019)
Get full text
Journal Article
Loading…
Feasibility of Using a Wearable Biosensor Device in Patients at Risk for Alzheimer's Disease Dementia
Saif, N, Yan, P, Niotis, K, Scheyer, O, Rahman, A, Berkowitz, M, Krikorian, R, Hristov, H, Sadek, G, Bellara, S, Isaacson, Richard S
Published in Journal of Prevention of Alzheimer's Disease, The (01.03.2020)
Published in Journal of Prevention of Alzheimer's Disease, The (01.03.2020)
Get full text
Journal Article
Loading…
AutoCorNN: An Unsupervised Physics-Aware Deep Learning Model for Geometric Distortion Correction of Brain MRI Images Towards MR-Only Stereotactic Radiosurgery
Hosseini, Mahboube Sadat, Aghamiri, Seyed Mahmoud Reza, Fatemi Ardekani, Ali, BagheriMofidi, Seyed Mehdi, Safari, Mojtaba
Published in Journal of digital imaging (01.02.2025)
Published in Journal of digital imaging (01.02.2025)
Get full text
Journal Article
Loading…
Changes in DNA methylation are associated with systemic lupus erythematosus flare remission and clinical subtypes
Horton, Mary K., Nititham, Joanne, Taylor, Kimberly E., Katz, Patricia, Ye, Chun Jimmie, Yazdany, Jinoos, Dall’Era, Maria, Hurabielle, Charlotte, Barcellos, Lisa F., Criswell, Lindsey A., Lanata, Cristina M.
Published in Clinical epigenetics (18.12.2024)
Published in Clinical epigenetics (18.12.2024)
Get full text
Journal Article
Loading…