| Predicting the likelihood of an isocitrate dehydrogenase 1 or 2 mutation in diagnoses of infiltrative glioma L Chen, Z Voronovich, K Clark, I Hands, J Mannas, M Walsh, ... Neuro-oncology 16 (11), 1478-1483, 2014 | 101 | 2014 |
| Automatic extraction of ICD-O-3 primary sites from cancer pathology reports R Kavuluru, I Hands, EB Durbin, L Witt AMIA Summits on Translational Science Proceedings 2013, 112, 2013 | 47 | 2013 |
| Privacy-preserving deep learning NLP models for cancer registries M Alawad, HJ Yoon, S Gao, B Mumphrey, XC Wu, EB Durbin, JC Jeong, ... IEEE transactions on emerging topics in computing 9 (3), 1219-1230, 2020 | 39 | 2020 |
| Validity of Natural Language Processing for Ascertainment of EGFR and ALK Test Results in SEER Cases of Stage IV Non–Small-Cell Lung Cancer BHL Goulart, ET Silgard, CS Baik, A Bansal, Q Sun, EB Durbin, I Hands, ... JCO clinical cancer informatics 3, 1-15, 2019 | 17 | 2019 |
| Deep transfer learning across cancer registries for information extraction from pathology reports M Alawad, S Gao, J Qiu, N Schaefferkoetter, JD Hinkle, HJ Yoon, ... 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 16 | 2019 |
| Web-based interactive mapping from data dictionaries to ontologies, with an application to cancer registry S Tao, N Zeng, I Hands, J Hurt-Mueller, EB Durbin, L Cui, GQ Zhang BMC Medical Informatics and Decision Making 20, 1-9, 2020 | 8 | 2020 |
| Enhancing the quality of hierarchic relations in the National Cancer Institute thesaurus to enable faceted query of cancer registry data L Cui, R Abeysinghe, F Zheng, S Tao, N Zeng, I Hands, EB Durbin, ... JCO clinical cancer informatics 4, 392-398, 2020 | 8 | 2020 |
| Cross-registry neural domain adaptation to extract mutational test results from pathology reports A Rios, EB Durbin, I Hands, SM Arnold, D Shah, SM Schwartz, ... Journal of biomedical informatics 97, 103267, 2019 | 5 | 2019 |
| Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization A Rios, EB Durbin, I Hands, R Kavuluru Proceedings of the 12th ACM Conference on Bioinformatics, Computational …, 2021 | 4 | 2021 |
| An expandable informatics framework for enhancing central cancer registries with digital pathology specimens, computational imaging tools, and advanced mining capabilities DJ Foran, EB Durbin, W Chen, E Sadimin, A Sharma, I Banerjee, T Kurc, ... Journal of Pathology Informatics 13, 100167, 2022 | 2 | 2022 |
| Local data commons: the sleeping beauty in the community of data commons JC Jeong, I Hands, JM Kolesar, M Rao, B Davis, Y Dobyns, J Hurt-Mueller, ... BMC bioinformatics 23 (Suppl 12), 386, 2022 | 1 | 2022 |
| Abstract A001: Improving cancer germline testing in rural Appalachian populations with ORIEN J Kolesar, M Cavnar, R Miller, J Pickarski, S Zhang, K Nandakumar, ... Cancer Epidemiology, Biomarkers & Prevention 29 (6_Supplement_2), A001-A001, 2020 | 1 | 2020 |
| Informatics methods and infrastructure needed to study factors associated with high incidence of pediatric brain and central nervous system tumors in Kentucky EB Durbin, WJ Christian, I Hands, MP Koptyra, JC Jong, TC Badgett Journal of registry management 47 (3), 127, 2020 | 1 | 2020 |
| Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence–Ready Informatics Ecosystem for Radiation Oncology DS Bitterman, MF Gensheimer, D Jaffray, DA Pryma, SB Jiang, O Morin, ... JCO clinical cancer informatics 7, e2300136, 2023 | | 2023 |
| DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction H Hochheiser, S Finan, Z Yuan, EB Durbin, JC Jeong, I Hands, D Rust, ... JCO Clinical Cancer Informatics 7, e2300156, 2023 | | 2023 |
| Improving cancer germline testing in rural Appalachian populations with ORIEN J Kolesar, M Cavnar, R Miller, J Pickarski, S Zhang, K Nandakumar, ... CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION 29 (6), 2020 | | 2020 |
| Privacy-Preserving Deep Learning NLP Models for Cancer Registries XC WU, EB DURBIN, JC JEONG, I HANDS, D RUST, L COYLE, ... | | 2020 |
| Implementation of a novel application integrating cancer registry data into survivorship care plans. RC Vanderpool, J Jacob, JB Bispo, I Hands, B Davis, EVM Dressler, ... Journal of Clinical Oncology 34 (15_suppl), 10074-10074, 2016 | | 2016 |
| Predicting the Likelihood of an IDH1 or IDH2 Mutation in Patients Diagnosed with Infiltrative Gliomas C Horbinski, Z Voronovich, K Clark, I Hands, J Mannas, M Walsh, ... JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY 73 (6), 585-585, 2014 | | 2014 |
