Aria Pezeshk

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 14

Top Topics

Machine Learning Algorithms

Automatic Detection

Pulmonary Nodules

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Publications

Molly O'Brien, Brett Wolfinger, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. WACV (2023)
Molly O'Brien, Julia V. Bukowski, Mathias Unberath, Aria Pezeshk, Greg Hager
Mapping DNN Embedding Manifolds for Network Generalization Prediction. CoRR (2022)
Molly O'Brien, Julia V. Bukowski, Greg Hager, Aria Pezeshk, Mathias Unberath
Evaluating neural network robustness for melanoma classification using mutual information. Medical Imaging: Image Processing (2022)
Alexej Gossmann, Aria Pezeshk, Yu-Ping Wang, Berkman Sahiner
Test Data Reuse for the Evaluation of Continuously Evolving Classification Algorithms Using the Area under the Receiver Operating Characteristic Curve. SIAM J. Math. Data Sci. 3 (2) (2021)
Benjamin Veasey, Mohammad Mehdi Farhangi, Hichem Frigui, Justin Broadhead, Michael Dahle, Aria Pezeshk, Albert Seow, Amir A. Amini
Lung Nodule Malignancy Classification Based ON NLSTx Data. ISBI (2020)
Kenny H. Cha, Nicholas Petrick, Aria Pezeshk, Christian G. Graff, Diksha Sharma, Andreu Badal, Aldo Badano, Berkman Sahiner
Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images. Medical Imaging: Computer-Aided Diagnosis (2019)
Aria Pezeshk, Sardar Hamidian, Nicholas Petrick, Berkman Sahiner
3-D Convolutional Neural Networks for Automatic Detection of Pulmonary Nodules in Chest CT. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Jiheng Wang, Berkman Sahiner, Nicholas Petrick, Aria Pezeshk
A database for assessment of effect of lossy compression on digital mammograms. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Zahra Ghanian, Aria Pezeshk, Nicholas Petrick, Berkman Sahiner
Towards the use of computationally inserted lesions for mammographic CAD assessment. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Alexej Gossmann, Aria Pezeshk, Berkman Sahiner
Test data reuse for evaluation of adaptive machine learning algorithms: over-fitting to a fixed 'test' dataset and a potential solution. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Aria Pezeshk, Nicholas Petrick, Weijie Chen, Berkman Sahiner
Seamless Lesion Insertion for Data Augmentation in CAD Training. IEEE Trans. Medical Imaging 36 (4) (2017)
Sardar Hamidian, Berkman Sahiner, Nicholas Petrick, Aria Pezeshk
3D convolutional neural network for automatic detection of lung nodules in chest CT. Medical Imaging: Computer-Aided Diagnosis (2017)
Berkman Sahiner, Weijie Chen, Aria Pezeshk, Nicholas Petrick
Semi-parametric estimation of the area under the precision-recall curve. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Aria Pezeshk, Nicholas Petrick, Berkman Sahiner
Seamless lesion insertion in digital mammography: methodology and reader study. Medical Imaging: Computer-Aided Diagnosis (2016)
Aria Pezeshk, Berkman Sahiner, Weijie Chen, Nicholas Petrick
Improving CAD performance by seamless insertion of pulmonary nodules in chest CT exams. Medical Imaging: Computer-Aided Diagnosis (2015)
Aria Pezeshk, Berkman Sahiner, Rongping Zeng, Adam Wunderlich, Weijie Chen, Nicholas Petrick
Seamless Insertion of Pulmonary Nodules in Chest CT Images. IEEE Trans. Biomed. Eng. 62 (12) (2015)
Aria Pezeshk, Berkman Sahiner, Rongping Zeng, Adam Wunderlich, Weijie Chen, Nicholas Petrick
Seamless insertion of real pulmonary nodules in chest CT exams. Medical Imaging: Computer-Aided Diagnosis (2014)
Aria Pezeshk, Richard L. Tutwiler
Automatic Feature Extraction and Text Recognition From Scanned Topographic Maps. IEEE Trans. Geosci. Remote. Sens. 49 (12) (2011)
Aria Pezeshk, Richard L. Tutwiler
Improved Multi Angled Parallelism for separation of text from intersecting linear features in scanned topographic maps. ICASSP (2010)