Neal Dunlap

17 papers B 5Journal 2Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
LoRA-fine-tuned Large Vision Models for Automated Assessment of Post-SBRT Lung Injury.
CoRR
M. Bolhassani, Benjamin Veasey, Emily C. Daugherty, Samuel Keltner, Nitin Kumar, Neal Dunlap, Amir A. Amini
2024 — conf
Harnessing Convolutional Neural Networks for Diagnosing Post-SBRT Radiation-Induced Lung Injury From X-Ray CT.
ISBI
Ben P. Veasey, Aryan Ghazipour, Tyler Settle, Emily C. Daugherty, Samuel Keltner, Nitin Kumar, James Ververs, Michael Farris, Neal Dunlap, Amir A. Amini
2023 — conf
Survival Outcome Prediction for Stereotactic Body Radiation Therapy of Lung Cancer from Post-RT Ct Images with RNN/CNN Deep Learning.
ISBI
Aryan Ghazipour, Tyler Settle, Benjamin Veasey, Emily C. Daugherty, Samuel Keltner, Nitin Kumar, James Ververs, Michael Farris, Neal Dunlap, Amir A. Amini
2019 — conf
A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features.
IST
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019 B conf
A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules.
ICIP
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018 B conf
A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer.
ICIP
Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz
2018 — conf
Statistical correlation of CT ventilation imaging and V/Q spect in patients with lung cancer.
ISBI
Jung won Cha, Neal Dunlap, Amir A. Amini
2017 B conf
A comprehensive framework for early assessment of lung injury.
ICIP
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz
2017 B conf
A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer.
ICIP
Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2017 J jnl
Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling.
IEEE Trans. Medical Imaging
Ahmed Soliman, Fahmi Khalifa, Ahmed Elnakib, Mohamed Abou El-Ghar, Neal Dunlap, Brian Wang, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2017 — conf
Volumetric analysis of respiratory gated whole lung and liver CT data with motion-constrained graph cuts segmentation.
EMBC
Jung won Cha, Mohammad Mehdi Farhangi, Neal Dunlap, Amir A. Amini
2016 — conf
3D segmentation of lung CT data with graph-cuts: analysis of parameter sensitivities.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Jung won Cha, Neal Dunlap, Brian Wang, Amir A. Amini
2016 — conf
4D lung tumor segmentation via shape prior and motion cues.
EMBC
Jung won Cha, Mohammad Mehdi Farhangi, Neal Dunlap, Amir A. Amini
2016 — conf
An ISO-surfaces based local deformation handling framework of lung tissues.
ISBI
Ahmed Soliman, Fahmi Khalifa, Neal Dunlap, Brian Wang, Mohamed Abou El-Ghar, Ayman El-Baz
2016 — conf
Detection of lung injury using 4D-CT chest images.
ISBI
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Ayman El-Baz
2016 B conf
Image-based CAD system for accurate identification of lung injury.
ICIP
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Ni Liu, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2013 — conf
Comparison of indices of regional lung function from 4-D X-ray CT: Jacobian vs. strain of deformation.
ISBI
Mohammadreza Negahdar, Neal Dunlap, Albert Zacarias, Ali Cahid Civelek, Shiao Y. Woo, Amir A. Amini