Identification of distinct nanoparticles and subsets of extracellular vesicles by asymmetric flow field-flow fractionation H Zhang, D Freitas, HS Kim, K Fabijanic, Z Li, H Chen, MT Mark, H Molina, ... Nature Cell Biology 20, 332-343, 2018 | 1559 | 2018 |
A deep learning approach to diagnostic classification of prostate cancer using pathology–radiology fusion P Khosravi, M Lysandrou, M Eljalby, Q Li, E Kazemi, P Zisimopoulos, ... Journal of Magnetic Resonance Imaging 54 (2), 462-471, 2021 | 96 | 2021 |
AD-linked R47H-TREM2 mutation induces disease-enhancing microglial states via AKT hyperactivation FA Sayed, L Kodama, L Fan, GK Carling, JC Udeochu, D Le, Q Li, L Zhou, ... Science translational medicine 13 (622), eabe3947, 2021 | 87 | 2021 |
Gold/alpha-lactalbumin nanoprobes for the imaging and treatment of breast cancer J Yang, T Wang, L Zhao, VK Rajasekhar, S Joshi, C Andreou, S Pal, ... Nature biomedical engineering 4 (7), 686-703, 2020 | 77 | 2020 |
Multimodal single cell data integration challenge: results and lessons learned C Lance, MD Luecken, DB Burkhardt, R Cannoodt, P Rautenstrauch, ... PMLR https://proceedings.mlr.press/v176/lance22a.html, 2022.04. 11.487796, 2022 | 71 | 2022 |
Acute and chronic demyelinated CNS lesions exhibit opposite elastic properties MM Urbanski, MB Brendel, CV Melendez-Vasquez Scientific reports 9 (1), 999, 2019 | 70 | 2019 |
A non-invasive artificial intelligence approach for the prediction of human blastocyst ploidy: a retrospective model development and validation study J Barnes, M Brendel, VR Gao, S Rajendran, J Kim, Q Li, JE Malmsten, ... The Lancet Digital Health 5 (1), e28-e40, 2023 | 66 | 2023 |
Application of deep learning on single-cell RNA sequencing data analysis: a review M Brendel, C Su, Z Bai, H Zhang, O Elemento, F Wang Genomics, Proteomics and Bioinformatics 20 (5), 814-835, 2022 | 55 | 2022 |
Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges MA Konnaris, M Brendel, MA Fontana, M Otero, LB Ivashkiv, F Wang, ... Arthritis Research & Therapy 24 (1), 68, 2022 | 20 | 2022 |
The Drosophila Ninein homologue Bsg25D cooperates with Ensconsin in myonuclear positioning JN Rosen, M Azevedo, DB Soffar, VP Boyko, MB Brendel, VK Schulman, ... Journal of Cell Biology 218 (2), 524-540, 2019 | 17 | 2019 |
Weakly-supervised tumor purity prediction from frozen H&E stained slides M Brendel, V Getseva, M Al Assaad, M Sigouros, A Sigaras, T Kane, ... EBioMedicine 80, 2022 | 14 | 2022 |
Conformation‐specific antibodies against multiple amyloid protofibril species from a single amyloid immunogen A Bonito‐Oliva, S Schedin‐Weiss, SS Younesi, A Tiiman, C Adura, ... Journal of Cellular and Molecular Medicine 23 (3), 2103-2114, 2019 | 14 | 2019 |
Comprehensive subtyping of Parkinson’s disease patients with similarity fusion: A case study with BioFIND data M Brendel, C Su, Y Hou, C Henchcliffe, F Wang npj Parkinson's Disease 7 (1), 83, 2021 | 12 | 2021 |
Fibrillar pharmacology of functionalized nanocellulose S Wong, S Alidori, BP Mello, BA Almeida, D Ulmert, MB Brendel, ... Scientific Reports 11 (1), 1-12, 2021 | 11 | 2021 |
Identification of Parkinson’s disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data C Su, Y Hou, J Xu, Z Xu, M Zhou, A Ke, H Li, J Xu, M Brendel, ... npj Digital Medicine 7 (1), 184, 2024 | 10* | 2024 |
Machine learning models for identifying predictors of clinical outcomes with first-line immune checkpoint inhibitor therapy in advanced non-small cell lung cancer Y Li, M Brendel, N Wu, W Ge, H Zhang, P Rietschel, RGW Quek, ... Scientific Reports 12 (1), 17670, 2022 | 10 | 2022 |
Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS G Ghahramani, M Brendel, M Lin, Q Chen, T Keenan, K Chen, E Chew, ... AMIA Annual Symposium Proceedings 2021, 506–515, 2022 | 10 | 2022 |
γ-Secretase partitioning into lipid bilayers remodels membrane microdomains after direct insertion M Barros, WJ Houlihan, CJ Paresi, M Brendel, KD Rynearson, C Lee, ... Langmuir 36 (23), 6569-6579, 2020 | 8 | 2020 |
Automatic ploidy prediction and quality assessment of human blastocysts using time-lapse imaging S Rajendran, M Brendel, J Barnes, Q Zhan, JE Malmsten, P Zisimopoulos, ... Nature Communications 15 (1), 7756, 2024 | 4 | 2024 |
Automated multi-scale computational pathotyping (AMSCP) of inflamed synovial tissue RD Bell, M Brendel, MA Konnaris, J Xiang, M Otero, MA Fontana, Z Bai, ... Nature Communications 15 (1), 7503, 2024 | 4 | 2024 |