Masoom A. Haider

64 papers C 1Journal 38Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mitigating Multi-Sequence 3D Prostate MRI Data Scarcity through Domain Adaptation using Locally-Trained Latent Diffusion Models for Prostate Cancer Detection. CoRR Emerson Paul Grabke, Babak Taati, Masoom A. Haider
2025	J	`jnl`	Prompt-Guided Latent Diffusion with Predictive Class Conditioning for 3D Prostate MRI Generation. CoRR Emerson Paul Grabke, Masoom A. Haider, Babak Taati
2021	J	`jnl`	A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks. J. Digit. Imaging Ruqian Hao, Khashayar Namdar, Lin Liu, Masoom A. Haider, Farzad Khalvati
2021	J	`jnl`	A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account. Frontiers Artif. Intell. Khashayar Namdar, Masoom A. Haider, Farzad Khalvati
2020	J	`jnl`	A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks. CoRR Ruqian Hao, Khashayar Namdar, Lin Liu, Masoom A. Haider, Farzad Khalvati
2020	J	`jnl`	A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account. CoRR Khashayar Namdar, Masoom A. Haider, Farzad Khalvati
2020	J	`jnl`	CNN-based survival model for pancreatic ductal adenocarcinoma in medical imaging. BMC Medical Imaging Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati
2020	J	`jnl`	Prognostic Value of Transfer Learning Based Features in Resectable Pancreatic Ductal Adenocarcinoma. Frontiers Artif. Intell. Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati
2020	J	`jnl`	Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing. Sensors Chris Dulhanty, Linda Wang, Maria Cheng, Hayden Gunraj, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2019	J	`jnl`	A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI. CoRR Saman Motamed, Isha Gujrathi, Dominik Deniffel, Anton Oentoro, Masoom A. Haider, Farzad Khalvati
2019	J	`jnl`	CNN-based Survival Model for Pancreatic Ductal Adenocarcinoma in Medical Imaging. CoRR Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati
2019	J	`jnl`	Evolution-based Fine-tuning of CNNs for Prostate Cancer Detection. CoRR Khashayar Namdar, Isha Gujrathi, Masoom A. Haider, Farzad Khalvati
2019	J	`jnl`	Improving Prognostic Performance in Resectable Pancreatic Ductal Adenocarcinoma using Radiomics and Deep Learning Features Fusion in CT Images. CoRR Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati
2019	J	`jnl`	Improving Prognostic Value of CT Deep Radiomic Features in Pancreatic Ductal Adenocarcinoma Using Transfer Learning. CoRR Yucheng Zhang, Edrise M. Lobo-Mueller, Paul Karanicolas, Steven Gallinger, Masoom A. Haider, Farzad Khalvati
2019	—	`conf`	PI-RADS guided discovery radiomics for characterization of prostate lesions with diffusion-weighted MRI. Computer-Aided Diagnosis Farzad Khalvati, Yucheng Zhang, Phuong H. U. Le, Isha Gujrathi, Masoom A. Haider
2019	J	`jnl`	Prostate Cancer Detection using Deep Convolutional Neural Networks. CoRR Sunghwan Yoo, Isha Gujrathi, Masoom A. Haider, Farzad Khalvati
2018	J	`jnl`	MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection. BMC Medical Imaging Farzad Khalvati, Junjie Zhang, Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider
2018	J	`jnl`	ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks. CoRR Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	J	`jnl`	CT texture features are associated with overall survival in pancreatic ductal adenocarcinoma - a quantitative analysis. BMC Medical Imaging Armin Eilaghi, Sameer Baig, Yucheng Zhang, Junjie Zhang, Paul Karanicolas, Steven Gallinger, Farzad Khalvati, Masoom A. Haider
2017	—	`conf`	Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction. ICIAR Devinder Kumar, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	J	`jnl`	Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	—	`conf`	Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. ICIAR Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong
2017	—	`conf`	Fully Deep Convolutional Neural Networks for Segmentation of the Prostate Gland in Diffusion-Weighted MR Images. ICIAR Tyler Clark, Alexander Wong, Masoom A. Haider, Farzad Khalvati
2017	—	`conf`	Segmentation of Prostate in Diffusion MR Images via Clustering. ICIAR Junjie Zhang, Sameer Baig, Alexander Wong, Masoom A. Haider, Farzad Khalvati
2016	—	`conf`	A unified Bayesian-based compensated magnetic resonance imaging. EMBC Ameneh Boroomand, Edward Li, Mohammad Javad Shafiee, Masoom A. Haider, Farzad Khalvati, Alexander Wong
2016	C	`conf`	Bag of Bags: Nested Multi Instance Classification for Prostate Cancer Detection. ICMLA Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider
2016	—	`conf`	Enhanced dual-stage correlated diffusion imaging. EMBC Farzad Khalvati, Junjie Zhang, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection. IEEE Trans. Biomed. Eng. Andrew Cameron, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. IEEE Trans. Medical Imaging Ameneh Boroomand, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2016	J	`jnl`	Sequential Registration-Based Segmentation of the Prostate Gland in MR Image Volumes. J. Digit. Imaging Farzad Khalvati, Aryan Salmanpour, Shahryar Rahnamayan, Masoom A. Haider, Hamid R. Tizhoosh
2016	J	`jnl`	Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields. BMC Medical Imaging Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields. IEEE Trans. Medical Imaging Mohammad Javad Shafiee, Shahid A. Haider, Alexander Wong, Dorothy Lui, Andrew Cameron, Ameen Modhafar, Paul W. Fieguth, Masoom A. Haider
2015	J	`jnl`	Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models. BMC Medical Imaging Farzad Khalvati, Alexander Wong, Masoom A. Haider
2015	J	`jnl`	Discovery Radiomics for Computed Tomography Cancer Detection. CoRR Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics via StochasticNet Sequencers for Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	—	`conf`	Dual-stage correlated diffusion imaging. ISBI Alexander Wong, Farzad Khalvati, Masoom A. Haider
2015	J	`jnl`	Monte Carlo-based noise compensation in coil intensity corrected endorectal MRI. BMC Medical Imaging Dorothy Lui, Amen Modhafar, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. CoRR Ameneh Boroomand, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Prostate Cancer Detection via a Quantitative Radiomics-Driven Conditional Random Field Framework. IEEE Access Audrey G. Chung, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	—	`conf`	Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields. ISBI Shahid A. Haider, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Anastasia Oikonomou, Alexander Wong, Masoom A. Haider
2015	J	`jnl`	Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields. CoRR Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	—	`conf`	Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider
2014	J	`jnl`	Monte Carlo Bias Field Correction in Endorectal Diffusion Imaging. IEEE Trans. Biomed. Eng. Dorothy Lui, Amen Modhafar, Jeffrey Glaister, Alexander Wong, Masoom A. Haider
2014	—	`conf`	Multiparametric MRI prostate cancer analysis via a hybrid morphological-textural model. EMBC Andrew Cameron, Amen Modhafar, Farzad Khalvati, Dorothy Lui, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider
2013	J	`jnl`	Correlated diffusion imaging. BMC Medical Imaging Alexander Wong, Jeffrey Glaister, Andrew Cameron, Masoom A. Haider
2013	—	`conf`	Using independent components analysis to calculate intravascular contrast agent concentration in prostate cancer. ISBI Hatef Mehrabian, Masoom A. Haider, Anne L. Martel
2012	—	`conf`	Non-parametric Bayesian estimation of apparent diffusion coefficient from diffusion-weighted magnetic resonance imaging data. EMBC Andrew Cameron, Jeffrey Glaister, Alexander Wong, Masoom A. Haider
2012	—	`conf`	Quantitative investigative analysis of tumour separability in the prostate gland using ultra-high b-value computed diffusion imaging. EMBC Jeffrey Glaister, Andrew Cameron, Alexander Wong, Masoom A. Haider
2012	—	`conf`	Shape-Based Registration of Kidneys Across Differently Contrasted CT Scans. CRV Fernando Flores-Mangas, Allan D. Jepson, Masoom A. Haider
2011	—	`conf`	A task-based approach to parametric imaging with dynamic contrast enhanced MRI. ISBI Muhammad Salman Haleem, Masoom A. Haider, Imam Samil Yetik
2011	—	`conf`	Automated prostate cancer localization with MRI without the need of manually extracted peripheral zone. ISBI Xin Liu, Masoom A. Haider, Imam Samil Yetik
2011	—	`conf`	Graph-based active contours using shape priors for prostate segmentation with MRI. ISBI Yusuf Artan, Masoom A. Haider, Imam Samil Yetik
2011	—	`conf`	Supervised prostate cancer segmentation with multispectral MRI incorporating location information. ISBI Lluis Canet Carbo, Masoom A. Haider, Imam Samil Yetik
2011	J	`jnl`	Unsupervised 3D Prostate Segmentation Based on Diffusion-Weighted Imaging MRI Using Active Contour Models with a Shape Prior. J. Electr. Comput. Eng. Xin Liu, Masoom A. Haider, Imam Samil Yetik
2010	—	`conf`	Improved prostate cancer localization with spatially regularized dynamic contrast -enhanced magnetic resonance imaging. ISBI Liu Lukai, Masoom A. Haider, Deanna L. Langer, Imam Samil Yetik
2010	J	`jnl`	Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. IEEE Trans. Image Process. Yusuf Artan, Masoom A. Haider, Deanna L. Langer, Theodorus H. van der Kwast, Andrew J. Evans, Yongyi Yang, Miles N. Wernick, John Trachtenberg, Imam Samil Yetik
2010	—	`conf`	Prostate Cancer Segmentation Using Multispectral Random Walks. Prostate Cancer Imaging Yusuf Artan, Masoom A. Haider, Imam Samil Yetik
2010	J	`jnl`	Robot-assisted MRI-guided prostatic interventions. Robotica Andrew A. Goldenberg, John Trachtenberg, Yang Yi, Robert Weersink, Marshall S. Sussman, Masoom A. Haider, Liang Ma, Walter Kucharczyk
2010	—	`conf`	Semi-supervised prostate cancer segmentation with multispectral MRI. ISBI Yusuf Artan, Masoom A. Haider, Deanne L. Langei, Imam Samil Yetik
2010	—	`conf`	Using relative contrast and iterative normalization for improved prostate cancer localization with multispectral MRI. ISBI Xin Liu, Masoom A. Haider, Deanna L. Langer, Imam Samil Yetik
2009	—	`conf`	Prostate Cancer Localization with Multispectral MRI Based on Relevance Vector Machines. ISBI Sedat Ozer, Masoom A. Haider, Deanna L. Langer, Theodorus H. van der Kwast, Andrew J. Evans, Miles N. Wernick, John Trachtenberg, Imam Samil Yetik
2009	J	`jnl`	Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class. IEEE Trans. Medical Imaging Xin Liu, Deanna L. Langer, Masoom A. Haider, Yongyi Yang, Miles N. Wernick, Imam Samil Yetik
2009	—	`conf`	Prostate Cancer Segmentation with Multispectral MRI Using Cost-Sensitive Conditional Random Fields. ISBI Yusuf Artan, Deanna L. Langer, Masoom A. Haider, Theodorus H. van der Kwast, Andrew J. Evans, Miles N. Wernick, Imam Samil Yetik