| LEVER: software tools for segmentation, tracking and lineaging of proliferating cells M Winter, W Mankowski, E Wait, S Temple, AR Cohen Bioinformatics 32 (22), 3530-3531, 2016 | 49 | 2016 |
| Separating touching cells using pixel replicated elliptical shape models M Winter, W Mankowski, E Wait, EC De La Hoz, A Aguinaldo, AR Cohen IEEE transactions on medical imaging 38 (4), 883-893, 2018 | 29 | 2018 |
| Finding canonical behaviors in user protocols WC Mankowski, P Bogunovich, A Shokoufandeh, DD Salvucci Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2009 | 17 | 2009 |
| Using E-Mail Social Network Analysis for Detecting Unauthorized Accounts. AJ O'Donnell, WC Mankowski, J Abrahamson CEAS, 2006 | 16 | 2006 |
| Automated measurement of cobblestone morphology for characterizing stem cell derived retinal pigment epithelial cell cultures R Joshi, W Mankowski, M Winter, JS Saini, TA Blenkinsop, JH Stern, ... Journal of Ocular Pharmacology and Therapeutics 32 (5), 331-339, 2016 | 15 | 2016 |
| External validation of a mammography-derived AI-based risk model in a US breast cancer screening cohort of white and black women A Gastounioti, M Eriksson, EA Cohen, W Mankowski, L Pantalone, ... Cancers 14 (19), 4803, 2022 | 14 | 2022 |
| MammoFL: Mammographic Breast Density Estimation using Federated Learning R Muthukrishnan, A Heyler, K Katti, S Pati, W Mankowski, A Alahari, ... arXiv preprint arXiv:2206.05575, 2022 | 12 | 2022 |
| Segmentation of occluded hematopoietic stem cells from tracking WC Mankowski, MR Winter, E Wait, M Lodder, T Schumacher, SH Naik, ... 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 11 | 2014 |
| Breast multiparametric MRI for prediction of neoadjuvant chemotherapy response in breast cancer: the BMMR2 challenge W Li, SC Partridge, DC Newitt, J Steingrimsson, HS Marques, PJ Bolan, ... Radiology: Imaging Cancer 6 (1), e230033, 2024 | 9 | 2024 |
| Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women LA Habel, SE Alexeeff, N Achacoso, VA Arasu, A Gastounioti, L Gerstley, ... Breast Cancer Research 25 (1), 92, 2023 | 7 | 2023 |
| Breast density quantitative measures and breast cancer risk among screened Black women MA Mahmoud, S Ehsan, L Pantalone, W Mankowski, EF Conant, ... JNCI Cancer Spectrum 7 (4), pkad041, 2023 | 3 | 2023 |
| Artificial-intelligence-driven volumetric breast density estimation with digital breast tomosynthesis in a racially diverse screening cohort. VS Ahluwalia, W Mankowski, S Pati, S Bakas, AD Brooks, CM Vachon, ... Journal of Clinical Oncology 40 (16_suppl), e13538-e13538, 2022 | 3 | 2022 |
| Multivariate testing and effect size measures for batch effect evaluation in radiomic features H Horng, C Scott, S Winham, M Jensen, L Pantalone, W Mankowski, ... Scientific reports 14 (1), 13923, 2024 | 2 | 2024 |
| Abstract GS4-06: Radiomic phenotypes of breast texture and association with breast cancer risk and masking S Winham, AM McCarthy, A Gastounioti, C Scott, A Norman, ... Cancer Research 83 (5_Supplement), GS4-06-GS4-06, 2023 | 2 | 2023 |
| External validation of an AI-driven breast cancer risk prediction model in a racially diverse cohort of women undergoing mammographic screening A Gastounioti, M Eriksson, E Cohen, W Mankowski, L Pantalone, ... 16th International Workshop on Breast Imaging (IWBI2022) 12286, 285-288, 2022 | 2 | 2022 |
| Multi-modal segmentation for quantifying fluorescent cell cycle indicators throughout clonal development WC Mankowski, G Konica, MR Winter, F Chen, C Maus, R Merkle, ... Bioimage Informatics Conference, 2015 | 2 | 2015 |
| On computing canonical subsets of graph-based behavioral representations WC Mankowski, P Bogunovich, A Shokoufandeh, DD Salvucci International Workshop on Graph-Based Representations in Pattern Recognition …, 2009 | 2 | 2009 |
| Evaluating the association between radiomic features on breast MRI and dormant tumor cell presence in the SURMOUNT trial. KP Slavkova, ES McDonald, EA Cohen, L Pantalone, L Bayne, I Nivar, ... Journal of Clinical Oncology 42 (16_suppl), 561-561, 2024 | 1 | 2024 |
| Evaluating the potential of radiomics features to predict outcome to an antibody-drug conjugate therapy in non-small cell lung cancer patients AW Chen, LK Brady, EA Cohen, WC Mankowski, L Roshkovan, M Qutaish, ... Cancer Research 84 (6_Supplement), 2587-2587, 2024 | 1 | 2024 |
| A radiomics-based model for the outcome prediction in COVID-19 positive patients through deep learning with both longitudinal chest x-ray and chest computed tomography images C Zou, W Mankowski, L Pantalone, SS Verma, EJM Barbosa Jr, TS Cook, ... Medical Imaging 2023: Computer-Aided Diagnosis 12465, 50-59, 2023 | 1 | 2023 |
Despina KontosProfessor of Radiology, Vice-Chair of AI and Data Science Research, Columbia RadiologyGeverifieerd e-mailadres voor cumc.columbia.edu
