Development and evaluation of deep learning–based segmentation of histologic structures in the kidney cortex with multiple histologic stains CP Jayapandian, Y Chen, AR Janowczyk, MB Palmer, CA Cassol, ... Kidney international 99 (1), 86-101, 2021 | 131 | 2021 |
The state of the art for artificial intelligence in lung digital pathology VS Viswanathan, P Toro, G Corredor, S Mukhopadhyay, A Madabhushi The Journal of pathology 257 (4), 413-429, 2022 | 43 | 2022 |
Collagen fiber orientation disorder from H&E images is prognostic for early stage breast cancer: clinical trial validation H Li, K Bera, P Toro, PF Fu, Z Zhang, C Lu, M Feldman, S Ganesan, ... NPJ Breast Cancer 7 (1), 104, 2021 | 34 | 2021 |
Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome R Ding, P Prasanna, G Corredor, C Barrera, P Zens, C Lu, P Velu, P Leo, ... NPJ precision oncology 6 (1), 33, 2022 | 29 | 2022 |
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 | 29 | 2022 |
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 | 28 | 2021 |
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 | 22 | 2021 |
Computational image features of immune architecture is associated with clinical benefit and survival in gynecological cancers across treatment modalities S Azarianpour, G Corredor, K Bera, P Leo, P Fu, P Toro, A Joehlin-Price, ... Journal for ImmunoTherapy of Cancer 10 (2), 2022 | 14 | 2022 |
Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer C Barrera, G Corredor, VS Viswanathan, R Ding, P Toro, P Fu, C Buzzy, ... NPJ precision oncology 7 (1), 52, 2023 | 13 | 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 | 11 | 2023 |
Nephrotic Syndrome Study Network (NEPTUNE): Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple … CP Jayapandian, Y Chen, AR Janowczyk, MB Palmer, CA Cassol, ... Kidney Int 99 (86-101), 32835732, 2021 | 11 | 2021 |
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 | 10 | 2022 |
Clinical relevance of computationally derived attributes of peritubular capillaries from kidney biopsies Y Chen, J Zee, AR Janowczyk, J Rubin, P Toro, KJ Lafata, LH Mariani, ... Kidney360 4 (5), 648-658, 2023 | 6 | 2023 |
Tissue selection for PD-L1 testing in triple negative breast cancer (TNBC) F Dobritoiu, A Baltan, A Chefani, K Billingham, MP Chenard, R Vaziri, ... Applied Immunohistochemistry & Molecular Morphology 30 (8), 549-556, 2022 | 6 | 2022 |
A review of AI-based radiomics and computational pathology approaches in triple-negative breast cancer: current applications and perspectives G Corredor, S Bharadwaj, T Pathak, VS Viswanathan, P Toro, ... Clinical Breast Cancer 23 (8), 800-812, 2023 | 5 | 2023 |
Fracturas de clavícula en el neonato: incidencia y factores de riesgo B Archilla, V Engels, L San Frutos, P Toro, B Bueno, T del Olmo Progresos de Obstetricia y Ginecología 47 (3), 113-118, 2004 | 5 | 2004 |
Computational pathology reveals unique spatial patterns of immune response in H&E images from COVID-19 autopsies: preliminary findings G Corredor, P Toro, K Bera, D Rasmussen, VS Viswanathan, C Buzzy, ... Journal of Medical Imaging 8 (S1), 017501-017501, 2021 | 4 | 2021 |
Artificial Intelligence in Surveillance of Barrett's Esophagus A Madabhushi, P Toro, JE Willis Cancer research 81 (13), 3446-3448, 2021 | 2 | 2021 |
Computational features of tumor-infiltrating lymphocyte architecture of residual disease after chemotherapy on H&E images as prognostic of overall and disease-free survival for … G Corredor, P Toro, C Lu, P Fu, S Vinayak, M Castillo Garcia, LA Bernabe, ... Journal of Clinical Oncology 39 (15_suppl), 584-584, 2021 | 2 | 2021 |
Abstract PS4-45: Computerized image analysis of nuclear morphological features reveals differences in phenotype and prognosis of disease free survival of early stage ER+ breast … H Li, K Bera, P Toro, P Fu, V Rao, S Siddique, A Harbhajanka, H Sechrist, ... Cancer Research 81 (4_Supplement), PS4-45-PS4-45, 2021 | 2 | 2021 |