| Prostate cancer risk stratification via nondestructive 3D pathology with deep learning–assisted gland analysis W Xie, NP Reder, C Koyuncu, P Leo, S Hawley, H Huang, C Mao, ... Cancer research 82 (2), 334-345, 2022 | 79 | 2022 |
| Smart markers for watershed-based cell segmentation CF Koyuncu, S Arslan, I Durmaz, R Cetin-Atalay, C Gunduz-Demir PloS one 7 (11), e48664, 2012 | 60 | 2012 |
| Spatial interplay patterns of cancer nuclei and tumor-infiltrating lymphocytes (TILs) predict clinical benefit for immune checkpoint inhibitors X Wang, C Barrera, K Bera, VS Viswanathan, S Azarianpour-Esfahani, ... Science Advances 8 (22), eabn3966, 2022 | 55 | 2022 |
| Feature-driven local cell graph (FLocK): new computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers C Lu, C Koyuncu, G Corredor, P Prasanna, P Leo, XX Wang, ... Medical image analysis 68, 101903, 2021 | 55 | 2021 |
| Iterative h‐minima‐based marker‐controlled watershed for cell nucleus segmentation CF Koyuncu, E Akhan, T Ersahin, R Cetin‐Atalay, C Gunduz‐Demir Cytometry Part A 89 (4), 338-349, 2016 | 42 | 2016 |
| An imaging biomarker of tumor-infiltrating lymphocytes to risk-stratify patients with HPV-associated oropharyngeal cancer G Corredor, P Toro, C Koyuncu, C Lu, C Buzzy, K Bera, P Fu, M Mehrad, ... JNCI: Journal of the National Cancer Institute 114 (4), 609-617, 2022 | 37 | 2022 |
| DeepDistance: A multi-task deep regression model for cell detection in inverted microscopy images CF Koyuncu, GN Gunesli, R Cetin-Atalay, C Gunduz-Demir Medical Image Analysis 63, 101720, 2020 | 30 | 2020 |
| Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma CF Koyuncu, C Lu, K Bera, Z Zhang, J Xu, P Toro, G Corredor, D Chute, ... The Journal of clinical investigation 131 (8), 2021 | 29 | 2021 |
| Two-tier tissue decomposition for histopathological image representation and classification T Gultekin, CF Koyuncu, C Sokmensuer, C Gunduz-Demir IEEE transactions on medical imaging 34 (1), 275-283, 2014 | 28 | 2014 |
| Oropharyngeal cancer outcomes correlate with p16 status, multinucleation and immune infiltration DC Wilde, PD Castro, K Bera, S Lai, A Madabhushi, G Corredor, ... Modern Pathology 35 (8), 1045-1054, 2022 | 25 | 2022 |
| Object‐oriented segmentation of cell nuclei in fluorescence microscopy images CF Koyuncu, R Cetin‐Atalay, C Gunduz‐Demir Cytometry Part A 93 (10), 1019-1028, 2018 | 24 | 2018 |
| Radiomic features associated with HPV status on pretreatment computed tomography in oropharyngeal squamous cell carcinoma inform clinical prognosis B Song, K Yang, J Garneau, C Lu, L Li, J Lee, S Stock, NM Braman, ... Frontiers in oncology 11, 744250, 2021 | 23 | 2021 |
| Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer Y Zhou, C Koyuncu, C Lu, R Grobholz, I Katz, A Madabhushi, ... Medical image analysis 84, 102702, 2023 | 22 | 2023 |
| Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer Y Chen, H Li, A Janowczyk, P Toro, G Corredor, J Whitney, C Lu, ... NPJ Breast Cancer 9 (1), 40, 2023 | 16 | 2023 |
| Nondestructive 3D pathology with analysis of nuclear features for prostate cancer risk assessment R Serafin, C Koyuncu, W Xie, H Huang, AK Glaser, NP Reder, ... The Journal of Pathology 260 (4), 390-401, 2023 | 13 | 2023 |
| A machine learning model for separating epithelial and stromal regions in oral cavity squamous cell carcinomas using H&E-stained histology images: a multi-center, retrospective … Y Wu, CF Koyuncu, P Toro, G Corredor, Q Feng, C Buzzy, M Old, ... Oral Oncology 131, 105942, 2022 | 12 | 2022 |
| Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma CF Koyuncu, R Nag, C Lu, G Corredor, VS Viswanathan, VC Sandulache, ... Cancer 128 (21), 3831-3842, 2022 | 9 | 2022 |
| Three-dimensional histo-morphometric features from light sheet microscopy images result in improved discrimination of benign from malignant glands in prostate cancer CF Koyuncu, A Janowczyk, C Lu, P Leo, M Alilou, AK Glaser, NP Reder, ... Medical Imaging 2020: Digital Pathology 11320, 109-116, 2020 | 6 | 2020 |
| Visual assessment of 2-dimensional levels within 3-dimensional pathology data sets of prostate needle biopsies reveals substantial spatial heterogeneity C Koyuncu, A Janowczyk, X Farre, T Pathak, T Mirtti, PL Fernandez, ... Laboratory Investigation 103 (12), 100265, 2023 | 5 | 2023 |
| A supervised learning model for live cell segmentation CF Koyuncu, İ Durmaz, R Çetin-Atalay, Ç Gündüz-Demir 2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014 | 5 | 2014 |
Salim ArslanResearch Associate, Imperial College LondonE-mail megerősítve itt: imperial.ac.uk
