Publications by authors named "Isaac Hands"

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A survey of NLP methods for oncology in the past decade with a focus on cancer registry applications.
Isaac Hands, Ramakanth Kavuluru

Artif Intell Rev· July 2025

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Pathomics Image Analysis of Tumor Infiltrating Lymphocytes (TILs) in Colon Cancer.
Yuwei Zhang, Shahira Abousamra, Mahmudul Hasan, Luke Torre-Healy, Spencer Krichevsky, Isaac Hands

Res Sq· April 2025

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Piloting a Patient Tool to Aid Palliative Care Referrals during Advanced Lung Cancer Treatment.
Laurie E McLouth, Jerod L Stapleton, Vilma Bursac, Carina M Zelaya, Brent J Shelton, Isaac Hands

J Pain Symptom Manage· April 2024

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DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction.
Harry Hochheiser, Sean Finan, Zhou Yuan, Eric B Durbin, Jong Cheol Jeong, Isaac Hands

medRxiv· October 2023

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Cancer Informatics for Cancer Centers: Sharing Ideas on How to Build an Artificial Intelligence-Ready Informatics Ecosystem for Radiation Oncology.
Danielle S Bitterman, Michael F Gensheimer, David Jaffray, Daniel A Pryma, Steve B Jiang, Isaac Hands

JCO Clin Cancer Inform· September 2023

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DeepPhe-CR: Natural Language Processing Software Services for Cancer Registrar Case Abstraction.
Harry Hochheiser, Sean Finan, Zhou Yuan, Eric B Durbin, Jong Cheol Jeong, Isaac Hands

JCO Clin Cancer Inform· September 2023

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Local data commons: the sleeping beauty in the community of data commons.
Jong Cheol Jeong, Isaac Hands, Jill M Kolesar, Mahadev Rao, Bront Davis

BMC Bioinformatics· September 2022

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An Expandable Informatics Framework for Enhancing Central Cancer Registries with Digital Pathology Specimens, Computational Imaging Tools, and Advanced Mining Capabilities.
David J Foran, Eric B Durbin, Wenjin Chen, Evita Sadimin, Ashish Sharma, Isaac Hands

J Pathol Inform· January 2022

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Assigning ICD-O-3 Codes to Pathology Reports using Neural Multi-Task Training with Hierarchical Regularization.
Anthony Rios, Eric B Durbin, Isaac Hands, Ramakanth Kavuluru

ACM BCB· August 2021

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Informatics Methods and Infrastructure Needed to Study Factors Associated with High Incidence of Pediatric Brain and Central Nervous System Tumors in Kentucky.
Eric B Durbin, W Jay Christian, Isaac Hands, Mateusz P Koptyra, Jong Cheol Jong

J Registry Manag· June 2021

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Web-based interactive mapping from data dictionaries to ontologies, with an application to cancer registry.
Shiqiang Tao, Ningzhou Zeng, Isaac Hands, Joseph Hurt-Mueller, Eric B Durbin

BMC Med Inform Decis Mak· December 2020

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Enhancing the Quality of Hierarchic Relations in the National Cancer Institute Thesaurus to Enable Faceted Query of Cancer Registry Data.
Licong Cui, Rashmie Abeysinghe, Fengbo Zheng, Shiqiang Tao, Ningzhou Zeng, Isaac Hands

JCO Clin Cancer Inform· May 2020

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Privacy-Preserving Deep Learning NLP Models for Cancer Registries.
Mohammed Alawad, Hong-Jun Yoon, Shang Gao, Brent Mumphrey, Xiao-Cheng Wu, Isaac Hands

IEEE Trans Emerg Top Comput· April 2020

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Cross-registry neural domain adaptation to extract mutational test results from pathology reports.
Anthony Rios, Eric B Durbin, Isaac Hands, Susanne M Arnold, Darshil Shah

J Biomed Inform· September 2019

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Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports.
Mohammed Alawad, Shang Gao, John Qiu, Noah Schaefferkoetter, Jacob D Hinkle, Isaac Hands

IEEE EMBS Int Conf Biomed Health Inform· May 2019

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Validity of Natural Language Processing for Ascertainment of and Test Results in SEER Cases of Stage IV Non-Small-Cell Lung Cancer.
Bernardo Haddock Lobo Goulart, Emily T Silgard, Christina S Baik, Aasthaa Bansal, Qin Sun, Isaac Hands

JCO Clin Cancer Inform· May 2019

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Predicting the likelihood of an isocitrate dehydrogenase 1 or 2 mutation in diagnoses of infiltrative glioma.
Li Chen, Zoya Voronovich, Kenneth Clark, Isaac Hands, Jonathan Mannas

Neuro Oncol· November 2014

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Automatic Extraction of ICD-O-3 Primary Sites from Cancer Pathology Reports.
Ramakanth Kavuluru, Isaac Hands, Eric B Durbin, Lisa Witt

AMIA Jt Summits Transl Sci Proc· December 2013

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