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 | 31 | 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 | 26 | 2022 |
Quantitative nuclear histomorphometric features are predictive of Oncotype DX risk categories in ductal carcinoma in situ: preliminary findings H Li, J Whitney, K Bera, H Gilmore, MA Thorat, S Badve, A Madabhushi Breast cancer research 21, 1-16, 2019 | 24 | 2019 |
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 | 8 | 2023 |
Computationally derived cytological image markers for predicting risk of relapse in acute myeloid leukemia patients following bone marrow transplantation S ArabYarmohammadi, Z Zhang, P Leo, M Firouznia, A Janowczyk, H Li, ... Medical Imaging 2020: Digital Pathology 11320, 10-18, 2020 | 3 | 2020 |
Abstract P5-06-16: Histomorphometric measure of disorder of collagen fiber orientation is associated with risk of recurrence in ER+ breast cancers in ECOG-ACRIN E2197 and TCGA-BRCA H Li, K Bera, H Gilmore, NE Davidson, LJ Goldstein, A Madabhushi Cancer Research 80 (4_Supplement), P5-06-16-P5-06-16, 2020 | 3 | 2020 |
Computational pathology identifies immune-mediated collagen disruption to predict clinical outcomes in gynecologic malignancies A Aggarwal, S Khalighi, D Babu, H Li, S Azarianpour-Esfahani, ... Communications Medicine 4 (1), 2, 2024 | 1 | 2024 |
Novel Morphologic Biomarkers of Cardiac Allograft Remodeling are Associated with Multiple Peri-and Post-transplant Inflammatory Processes C Yuan, S Arabyarmohammadi, H Li, E Peyster, P Lal, M Feldman, ... AMERICAN JOURNAL OF TRANSPLANTATION 21, 535-535, 2021 | 1 | 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 | 1 | 2021 |
Predicting outcome in invasive breast cancer from collagen fiber orientation disorder features in tumor associated stroma A Madabhushi, H Li US Patent 10,937,159, 2021 | | 2021 |
Computerized Measurements of Nuclear Morphology Features, Mitosis Rate, and Tubule Formation from H&E Images Predicts Recurrence-Free Survival in ER plus & LN-Invasive Breast … Y Chen, H Li, A Janowczyk, C Koyuncu, P Toro, G Corredor, J Whitney, ... LABORATORY INVESTIGATION 101 (SUPPL 1), 90-91, 2021 | | 2021 |
Multiple Instance Learning Predicts Recurrence from the Nuclear Morphology in Both Lymph Node Positive and Negative ER plus Breast Cancer H&E Slides D Shao, C Lu, H Li, P Fu, A Madabhushi LABORATORY INVESTIGATION 101 (SUPPL 1), 147-149, 2021 | | 2021 |
Collagen Fiber Orientation by Image Analysis and Its Clinical Utility A Glasgow, H Li, H Sechrist, P Fu, P Bomeisl, H Gilmore, A Harbhajanka, ... LABORATORY INVESTIGATION 101 (SUPPL 1), 99-102, 2021 | | 2021 |
Computerized Quantification of Tumor Infiltrating Lymphocyte (TIL) Density on H&E Images is Associated with Recurrence Risk in Ductal Carcinoma in Situ (DCIS) H Li, P Fu, P Toro, A Madabhushi, M Thorat | | 2021 |
MP08-16 COMBINATION OF NUCLEAR ORIENTATION AND SHAPE FEATURES IN H&E STAINED IMAGES DISTINGUISH CONSENSUS LOW AND HIGH GRADE BLADDER CANCER H Li, P Leo, B Nezami, M Akgul, R Elliott, H Harper, A Janowczyk, ... The Journal of Urology 199 (4S), e102-e102, 2018 | | 2018 |
Quantitative image features of nuclear and tubule architecture distinguish high and low oncotype DX risk categories of ductal carcinoma in situ from H&E tissue images H Li, J Whitney, R Thawani, H Gilmore, S Badve, A Madabhushi CANCER RESEARCH 78 (4), 2018 | | 2018 |