Courosh Mehanian

According to our database, Courosh Mehanian authored at least 17 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Driving down Poisson error can offset classification error in clinical tasks.

Charles B. Delahunt, Courosh Mehanian, Matthew P. Horning

CoRR, 2024

2023

How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound.

Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning

Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos.

Li Chen, Jonathan Rubin, Jiahong Ouyang, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Kenton W. Gregory, Cynthia Gregory, Meihua Zhu, David O. Kessler, Laurie Malia, Almaz Dessie, Joni Rabiner, Di Coneybeare, Bo Shopsin, Andrew Hersh, Cristian Madar, Jeffrey Shupp, Laura S. Johnson, Jacob Avila, Kristin Dwyer, Peter Weimersheimer, Balasundar Raju, Jochen Kruecker, Alvin Chen

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Weakly Semi-supervised Detection in Lung Ultrasound Videos.

Jiahong Ouyang, Li Chen, Gary Y. Li, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Kenton W. Gregory, Cynthia Gregory, Meihua Zhu, David O. Kessler, Laurie Malia, Almaz Dessie, Joni Rabiner, Di Coneybeare, Bo Shopsin, Andrew Hersh, Cristian Madar, Jeffrey Shupp, Laura S. Johnson, Jacob Avila, Kristin Dwyer, Peter Weimersheimer, Balasundar Raju, Jochen Kruecker, Alvin Chen

Proceedings of the Information Processing in Medical Imaging, 2023

Weakly Semi-supervised Detector-based Video Classification with Temporal Context for Lung Ultrasound.

Gary Y. Li, Li Chen, Mohsen Zahiri, Naveen Balaraju, Shubham Patil, Courosh Mehanian, Cynthia Gregory, Kenton W. Gregory, Balasundar Raju, Jochen Kruecker, Alvin Chen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Learning Video Classification of Lung Ultrasound Features Associated with Pneumonia.

Daniel E. Shea, Sourabh Kulhare, Rachel Millin, Zohreh Laverriere, Courosh Mehanian, Charles B. Delahunt, Dipayan Banik, Xinliang Zheng, Meihua Zhu, Ye Ji, Travis Ostbye, Martha-Marie S. Mehanian, Atinuke Uwajeh, Adeseye M. Akinsete, Fen Wang, Matthew P. Horning

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020

Algorithms to predict moisture content of grain using relative humidity time-series.

Charles B. Delahunt, Wenbo Wang, Simon Ghionea, Andrew Miller, Austin Chan, Anjali Sehrawat, Courosh Mehanian, Michael Friend

Proceedings of the IEEE Global Humanitarian Technology Conference, 2020

Deep learning-based image evaluation for cervical precancer screening with a smartphone targeting low resource settings - Engineering approach.

Liming Hu, Matthew P. Horning, Dipayan Banik, Olusegun Kayode Ajenifuja, Clement Akinfolarin Adepiti, Karen Yeates, Zac Mtema, Ben Wilson, Courosh Mehanian

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information.

Charles B. Delahunt, Mayoore S. Jaiswal, Matthew P. Horning, Samantha Janko, Clay M. Thompson, Sourabh Kulhare, Liming Hu, Travis Ostbye, Grace Yun, Roman Gebrehiwot, Benjamin K. Wilson, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Wellington Oyibo, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell, Courosh Mehanian

CoRR, 2019

Money on the Table: Statistical information ignored by Softmax can improve classifier accuracy.

Charles B. Delahunt, Courosh Mehanian, J. Nathan Kutz

CoRR, 2019

Deep Learning-Based Pneumothorax Detection in Ultrasound Videos.

Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Xinliang Zheng, Cynthia Gregory, Meihua Zhu, Hua Xie, James McAndrew Jones, Jack Lazar, Amber Halse, Todd Graham, Mike Stone, Kenton W. Gregory, Benjamin K. Wilson

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images.

Charles B. Delahunt, Roman Gebrehiwot, Benjamin K. Wilson, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Mayoore S. Jaiswal, Wellington Oyibo, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell, Courosh Mehanian, Matthew P. Horning, Samantha Janko, Clay M. Thompson, Sourabh Kulhare, Liming Hu, Travis Ostbye, Grace Yun

Proceedings of the IEEE Global Humanitarian Technology Conference, 2019

2018

Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks.

Sourabh Kulhare, Xinliang Zheng, Courosh Mehanian, Cynthia Gregory, Meihua Zhu, Kenton W. Gregory, Hua Xie, James McAndrew Jones, Benjamin K. Wilson

Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

2017

Computer-Automated Malaria Diagnosis and Quantitation Using Convolutional Neural Networks.

Courosh Mehanian, Mayoore S. Jaiswal, Charles B. Delahunt, Clay Thompson, Matthew P. Horning, Liming Hu, Shawn K. McGuire, Travis Ostbye, Martha Mehanian, Benjamin K. Wilson, Cary R. Champlin, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Wellington Oyibo, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2015

Automated microscopy and machine learning for expert-level malaria field diagnosis.

Charles B. Delahunt, Courosh Mehanian, Liming Hu, Shawn K. McGuire, Cary R. Champlin, Matthew P. Horning, Benjamin K. Wilson, Clay M. Thompson

Proceedings of the 2015 IEEE Global Humanitarian Technology Conference, 2015

2013

Unsupervised ranking and characterization of differentiated clusters.

Luca Cazzanti, Courosh Mehanian, Julie Penzotti, Doug Scott, Oliver Downs

Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

1989

Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation.

Gail A. Carpenter, Stephen Grossberg, Courosh Mehanian

Neural Networks, 1989