Nicholas Czarnek

According to our database, Nicholas Czarnek authored at least 8 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Incorporation of Eye-Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-rays: A Randomized Controlled Clinical Trial.

Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Stanford Martinez, Angel Brisco, Nicholas Czarnek, Adel Alaeddini, Jeffrey R. Mock, Edward J. Golob, Kal L. Clark

CoRR, 2023

Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study.

Stanford Martinez, Carolina Ramirez-Tamayo, Syed Hasib Akhter Faruqui, Kal Clark, Adel Alaeddini, Nicholas Czarnek, Aarushi Aggarwal, Sahra Emamzadeh, Jeffrey R. Mock, Edward J. Golob

CoRR, 2023

2017

Physically Motivated Feature Development for Machine Learning Applications.

Nicholas Czarnek

PhD thesis, 2017

Radiogenomic analysis of lower grade glioma: a pilot multi-institutional study shows an association between quantitative image features and tumor genomics.

Maciej A. Mazurowski, Kal Clark, Nicholas M. Czarnek, Parisa Shamsesfandabadi, Katherine B. Peters, Ashirbani Saha

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Microaneurysm detection in fundus images using small image patches and machine learning methods.

Wen Cao, Juan Shan, Nicholas Czarnek, Lin Li

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Predicting outcomes in glioblastoma patients using computerized analysis of tumor shape: preliminary data.

Maciej A. Mazurowski, Nicholas M. Czarnek, Leslie M. Collins, Katherine B. Peters, Kal Clark

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Radiogenomics of glioblastoma: a pilot multi-institutional study to investigate a relationship between tumor shape features and tumor molecular subtype.

Nicholas M. Czarnek, Kal Clark, Katherine B. Peters, Leslie M. Collins, Maciej A. Mazurowski

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015

Performance comparison framework for energy disaggregation systems.

Nicholas Czarnek, Kenneth Morton, Leslie M. Collins, Richard G. Newell, Kyle Bradbury

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015