Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account



Khashayar Namdar , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks



Ruqian Hao , Khashayar Namdar , Lin Liu , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

Evolution-based Fine-tuning of CNNs for Prostate Cancer Detection



Khashayar Namdar , Isha Gujrathi , Masoom A. Haider , Farzad Khalvati

* Accepted for the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Medical Imaging Meets NEURIPS Workshop 

   Access Paper or Ask Questions

A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI



Saman Motamed , Isha Gujrathi , Dominik Deniffel , Anton Oentoro , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

Improving Prognostic Performance in Resectable Pancreatic Ductal Adenocarcinoma using Radiomics and Deep Learning Features Fusion in CT Images



Yucheng Zhang , Edrise M. Lobo-Mueller , Paul Karanicolas , Steven Gallinger , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

CNN-based Survival Model for Pancreatic Ductal Adenocarcinoma in Medical Imaging



Yucheng Zhang , Edrise M. Lobo-Mueller , Paul Karanicolas , Steven Gallinger , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

Prostate Cancer Detection using Deep Convolutional Neural Networks



Sunghwan Yoo , Isha Gujrathi , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

Improving Prognostic Value of CT Deep Radiomic Features in Pancreatic Ductal Adenocarcinoma Using Transfer Learning



Yucheng Zhang , Edrise M. Lobo-Mueller , Paul Karanicolas , Steven Gallinger , Masoom A. Haider , Farzad Khalvati


   Access Paper or Ask Questions

ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks



Xiaodan Hu , Audrey G. Chung , Paul Fieguth , Farzad Khalvati , Masoom A. Haider , Alexander Wong

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

   Access Paper or Ask Questions

Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection



Mohammad Javad Shafiee , Audrey G. Chung , Farzad Khalvati , Masoom A. Haider , Alexander Wong

* 26 pages 

   Access Paper or Ask Questions

1
2
>>