Publications by authors named "Soheil Hashtarkhani"

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Comparative Evaluation of Explainable Machine Learning Versus Linear Regression for Predicting County-Level Lung Cancer Mortality Rate in the United States.
Soheil Hashtarkhani, Brianna M White, Benyamin Hoseini, David L Schwartz, Arash Shaban-Nejad

JCO Clin Cancer Inform· November 2025

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Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study.
Soheil Hashtarkhani, Rezaur Rashid, Christopher L Brett, Lokesh Chinthala, Fekede Asefa Kumsa

JMIR Cancer· October 2025

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Simulating Empathic Interactions with Synthetic LLM-Generated Cancer Patient Personas.
Rezaur Rashid, Saba Kheirinejad, Brianna M White, Soheil Hashtarkhani, Parnian Kheirkhah Rahimabad

Stud Health Technol Inform· October 2025

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Leveraging Centralized Health System Data Management and Large Language Model-Based Data Preprocessing to Identify Predictors for Radiation Therapy Interruption.
Fekede Asefa Kumsa, Christopher L Brett, Soheil Hashtarkhani, Rezaur Rashid, Lokesh Chinthala

JCO Clin Cancer Inform· October 2025

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Empowering access: unveiling an overall composite spatial accessibility index to healthcare services in Southeastern Iran.
Ahmad Raeesi, Soheil Hashtarkhani, Mahmood Tara, Narjes Sargolzaei, Behzad Kiani

Int J Equity Health· February 2025

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Analyzing Geospatial and Socioeconomic Disparities in Breast Cancer Screening Among Populations in the United States: Machine Learning Approach.
Soheil Hashtarkhani, Yiwang Zhou, Fekede Asefa Kumsa, Shelley White-Means, David L Schwartz

JMIR Cancer· January 2025

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Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review.
Amirehsan Ghasemi, Soheil Hashtarkhani, David L Schwartz, Arash Shaban-Nejad

Cancer Innov· October 2024

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The association between neighborhood obesogenic factors and prostate cancer risk and mortality: the Southern Community Cohort Study.
Fekede Asefa Kumsa, Jay H Fowke, Soheil Hashtarkhani, Brianna M White, Martha J Shrubsole

ArXiv· May 2024

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The association between neighborhood obesogenic factors and prostate cancer risk and mortality: the Southern Community Cohort Study.
Fekede Asefa Kumsa, Jay H Fowke, Soheil Hashtarkhani, Brianna M White, Martha J Shrubsole

Front Oncol· April 2024

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Enhancing Health Care Accessibility and Equity Through a Geoprocessing Toolbox for Spatial Accessibility Analysis: Development and Case Study.
Soheil Hashtarkhani, David L Schwartz, Arash Shaban-Nejad

JMIR Form Res· February 2024

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Towards an Explainable AI Platform to Study Interruptions in Cancer Radiation Therapy.
Arash Shaban-Nejad, Nariman Ammar, Fekede Kumsa, Soheil Hashtarkhani, Brianna White

Stud Health Technol Inform· January 2024

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Where to place emergency ambulance vehicles: use of a capacitated maximum covering location model with real call data.
Soheil Hashtarkhani, Stephen A Matthews, Ping Yin, Alireza Mohammadi, Shahab MohammadEbrahimi

Geospat Health· July 2023

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A Spatial Variation Analysis of In-Hospital Stroke Mortality Based on Integrated Pre-Hospital and Hospital Data in Mashhad, Iran.
Eisa Nazar, Habibollah Esmaily, Razieh Yousefi, Jamshid Jamali, Kavian Ghandehari, Soheil Hashtarkhani

Arch Iran Med· June 2023

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Predictors of in-hospital mortality among patients with symptoms of stroke, Mashhad, Iran: an application of auto-logistic regression model.
Ali Hadianfar, Payam Sasannezhad, Eisa Nazar, Razieh Yousefi, Mohammadtaghi Shakeri, Soheil Hashtarkhani

Arch Public Health· April 2023

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Geospatial epidemiology of hospitalized patients with a positive influenza assay: A nationwide study in Iran, 2016-2018.
Shahab MohammadEbrahimi, Behzad Kiani, Zahra Rahmatinejad, Stefan Baral, Soheil Hashtarkhani

PLoS One· December 2022

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Mortality due to noninfectious lower respiratory diseases: A spatiotemporal, cross-sectional study.
Parastoo Amiri, Soheil Hashtarkhani, Ashraf Yazdizadeh, Leila Ahmadian

Health Sci Rep· November 2022

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Access to the COVID-19 services during the pandemic - a scoping review.
Ahmad Raeesi, Behzad Kiani, Azam Hesami, Ladan Goshayeshi, Neda Firouraghi, Soheil Hashtarkhani

Geospat Health· March 2022

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One-year spatiotemporal database of Emergency Medical Service (EMS) calls in Mashhad, Iran: data on 224,355 EMS calls.
Soheil Hashtarkhani, Behzad Kiani, Alireza Mohammadi, Shahab MohammadEbrahimi, Saeid Eslami

BMC Res Notes· January 2022

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Spatio-temporal epidemiology of emergency medical requests in a large urban area. A scan-statistic approach.
Soheil Hashtarkhani, Behzad Kiani, Alireza Mohammadi, Shahab MohammadEbrahimi, Mohammad Dehghan-Tezerjani

Geospat Health· October 2021

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Use of geographical information systems in multiple sclerosis research: A systematic scoping review.
Soheil Hashtarkhani, Hossein Tabatabaei-Jafari, Behzad Kiani, MaryAnne Furst, Luis Salvador-Carulla

Mult Scler Relat Disord· June 2021

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Spatio-temporal epidemiology of the tuberculosis incidence rate in Iran 2008 to 2018.
Behzad Kiani, Amene Raouf Rahmati, Robert Bergquist, Soheil Hashtarkhani, Neda Firouraghi

BMC Public Health· June 2021

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Evaluation of zoonotic platyhelminthe infections identified in slaughtered livestock in Iran, 2015-2019.
Behzad Kiani, Christine M Budke, Ebrahim Shams Abadi, Soheil Hashtarkhani, Amene Raouf Rahmati

BMC Vet Res· May 2021

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Spatial-time analysis of cardiovascular emergency medical requests: enlightening policy and practice.
Ali Azimi, Nasser Bagheri, Sayyed Mostafa Mostafavi, Mary Anne Furst, Soheil Hashtarkhani

BMC Public Health· January 2021

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Paediatric, pedestrian road traffic injuries in the city of Mashhad in north-eastern Iran 2015-2019: a data note.
Parinaz Tabari, Hamidreza Shabanikiya, Nasser Bagheri, Robert Bergquist, Soheil Hashtarkhani

BMC Res Notes· July 2020

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Multiple-scale spatial analysis of paediatric, pedestrian road traffic injuries in a major city in North-Eastern Iran 2015-2019.
Hamidreza Shabanikiya, Soheil Hashtarkhani, Robert Bergquist, Nasser Bagheri, Reza VafaeiNejad

BMC Public Health· May 2020

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