| Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects H Horng, A Singh, B Yousefi, EA Cohen, B Haghighi, S Katz, PB Noël, ... Scientific reports 12 (1), 4493, 2022 | 77 | 2022 |
| Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization F Hu, AA Chen, H Horng, V Bashyam, C Davatzikos, A Alexander-Bloch, ... NeuroImage 274, 120125, 2023 | 73 | 2023 |
| Assessing metastatic potential of breast cancer cells based on EGFR dynamics YL Liu, CK Chou, M Kim, R Vasisht, YA Kuo, P Ang, C Liu, EP Perillo, ... Scientific reports 9 (1), 3395, 2019 | 67 | 2019 |
| Quantitative evaluation of redox ratio and collagen characteristics during breast cancer chemotherapy using two-photon intrinsic imaging S Wu, Y Huang, Q Tang, Z Li, H Horng, J Li, Z Wu, Y Chen, H Li Biomedical Optics Express 9 (3), 1375-1388, 2018 | 43 | 2018 |
| 3D mesoscopic fluorescence tomography for imaging micro-distribution of antibody-photon absorber conjugates during near infrared photoimmunotherapy in vivo Q Tang, T Nagaya, Y Liu, H Horng, J Lin, K Sato, H Kobayashi, Y Chen Journal of controlled release 279, 171-180, 2018 | 29 | 2018 |
| Improved generalized ComBat methods for harmonization of radiomic features H Horng, A Singh, B Yousefi, EA Cohen, B Haghighi, S Katz, PB Noël, ... Scientific Reports 12 (1), 19009, 2022 | 24 | 2022 |
| Automated machine learning for differentiation of hepatocellular carcinoma from intrahepatic cholangiocarcinoma on multiphasic MRI R Hu, H Li, H Horng, NM Thomasian, Z Jiao, C Zhu, B Zou, HX Bai Scientific reports 12 (1), 7924, 2022 | 19 | 2022 |
| Spatial EGFR dynamics and metastatic phenotypes modulated by upregulated EphB2 and Src pathways in advanced prostate cancer YL Liu, AM Horning, B Lieberman, M Kim, CK Lin, CN Hung, CW Chou, ... Cancers 11 (12), 1910, 2019 | 18 | 2019 |
| Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy A Singh, H Horng, L Roshkovan, JK Weeks, M Hershman, P Noël, ... Scientific reports 12 (1), 9993, 2022 | 13 | 2022 |
| Radiomic phenotypes for improving early prediction of survival in stage III non-small cell lung cancer adenocarcinoma after chemoradiation JM Luna, AR Barsky, RT Shinohara, L Roshkovan, M Hershman, ... Cancers 14 (3), 700, 2022 | 11 | 2022 |
| Morphological and functional characteristics of aging kidneys based on two‐photon microscopy in vivo S Wu, H Guo, H Horng, Y Liu, H Li, P Daneshpajouhnejad, A Rosenberg, ... Journal of biophotonics 13 (2), e201900246, 2020 | 9 | 2020 |
| 3D printed vascular phantoms for high-resolution biophotonic image quality assessment via direct laser writing H Horng, K O’Brien, A Lamont, RD Sochol, TJ Pfefer, Y Chen Optics Letters 46 (8), 1987-1990, 2021 | 8 | 2021 |
| Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans A Singh, H Horng, R Chitalia, L Roshkovan, SI Katz, P Noël, ... Scientific Reports 12 (1), 21505, 2022 | 7 | 2022 |
| Deepcombat: A statistically motivated, hyperparameter‐robust, deep learning approach to harmonization of neuroimaging data F Hu, A Lucas, AA Chen, K Coleman, H Horng, RWS Ng, NJ Tustison, ... Human brain mapping 45 (11), e26708, 2024 | 5 | 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 |
| Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort B Haghighi, H Horng, PB Noël, EA Cohen, L Pantalone, A Vachani, ... Scientific Reports 13 (1), 2040, 2023 | 2 | 2023 |
| Ensemble Approaches to Recognize Protected Health Information in Radiology Reports H Horng, J Steinkamp, CE Kahn Jr, TS Cook Journal of Digital Imaging 35 (6), 1694-1698, 2022 | 2 | 2022 |
| Batch Effect Detection and Harmonization Methods for Quantitative Features Extracted from Medical Images H Horng University of Pennsylvania, 2023 | 1 | 2023 |
| Biomimetic Microvascular Tissue Phantoms Fabricated with Two-Photon 3D Printing H Horng, Y Liu, N Suresh, P Ghassemi, J Pfefer, Y Chen Laser Science, JW3A. 118, 2018 | 1 | 2018 |
| Radiomics Analysis for the Identification of Invasive Pulmonary Subsolid Nodules From Longitudinal Presurgical CT Scans A Singh, L Roshkovan, H Horng, A Chen, SI Katz, JC Thompson, ... Journal of Thoracic Imaging 40 (1), e0800, 2025 | | 2025 |
