Kayvan Najarian

252 papers A 1B 17C 3Misc 12Journal 118Unranked 100

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Causal Machine Learning Framework for Treatment Personalization in Clinical Trials: Application to Ulcerative Colitis. CoRR Cristian Minoccheri, Sophia Tesic, Kayvan Najarian, Ryan W. Stidham
2026	J	`jnl`	LoRA-based methods on Unet for transfer learning in aneurysmal subarachnoid hematoma segmentation. BMC Medical Imaging Cristian Minoccheri, Matthew Hodgman, Haoyuan Ma, Rameez Merchant, Emily Wittrup, Craig A. Williamson, Kayvan Najarian
2025	J	`jnl`	AI post-intervention operational and functional outcomes prediction in ischemic stroke patients using MRIs. BMC Medical Imaging Emily Wittrup, John Reavey-Cantwell, Aditya S. Pandey, Dennis J. Rivet II, Kayvan Najarian
2025	J	`jnl`	AI-Based Computational Methods in Early Drug Discovery and Post Market Drug Assessment: A Survey. IEEE Trans. Comput. Biol. Bioinform. Flora Rajaei, Cristian Minoccheri, Emily Wittrup, Richard C. Wilson, Brian D. Athey, Gilbert S. Omenn, Kayvan Najarian
2025	J	`jnl`	EvolveFNN: An Interpretable Framework for Early Detection Using Longitudinal Electronic Health Record Data. IEEE J. Biomed. Health Informatics Yufeng Zhang, Emily Wittrup, Matthew Hodgman, Michael Mathis, Kayvan Najarian
2025	J	`jnl`	Identification of digital twins to guide interpretable AI for diagnosis and prognosis in heart failure. npj Digit. Medicine Feng Gu, Andrew J. Meyer, Filip Jezek, Shuangdi Zhang, Tonimarie Catalan, Alexandria Miller, Noah A. Schenk, Victoria E. Sturgess, Domingo Uceda, Rui Li, Emily Wittrup, Xinwei Hua, Brian E. Carlson, Yi-Da Tang, Farhan Raza, Kayvan Najarian, Scott L. Hummel, Daniel A. Beard
2025	J	`jnl`	Rethinking the long-range dependency in Mamba/SSM and transformer models. CoRR Cong Ma, Kayvan Najarian
2025	J	`jnl`	Supervised Coupled Matrix-Tensor Factorization (SCMTF) for Computational Phenotyping of Patient Reported Outcomes in Ulcerative Colitis. CoRR Cristian Minoccheri, Sophia Tesic, Kayvan Najarian, Ryan W. Stidham
2024	—	`conf`	Adapting Segment Anything Model for Ulcer Segmentation in Inflammatory Bowel Disease. EMBC Lingrui Cai, Ryan W. Stidham, Emily Wittrup, Kayvan Najarian
2024	—	`conf`	CoxFNN: Interpretable machine learning method for survival analysis. EMBC Yufeng Zhang, Emily Wittrup, Kayvan Najarian
2024	J	`jnl`	Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. BMC Medical Informatics Decis. Mak. Yufeng Zhang, Jessica R. Golbus, Emily Wittrup, Keith D. Aaronson, Kayvan Najarian
2024	J	`jnl`	Identifying selective PDHK inhibitors using coupled tensor matrix completion and experimental validation. Discov. Artif. Intell. Flora Rajaei, Peter Toogood, Renju Jacob, Mason Baber, Mya Gough, Harm Derksen, Emily Wittrup, Kayvan Najarian
2024	—	`conf`	Learning Physiological Mechanisms that Predict Adverse Cardiovascular Events in Intensive Care Patients with Chronic Heart Disease. EMBC Matthew Hodgman, Emily Wittrup, Kayvan Najarian
2024	J	`jnl`	Learning using privileged information with logistic regression on acute respiratory distress syndrome detection. Artif. Intell. Medicine Zijun Gao, Shuyang Cheng, Emily Wittrup, Jonathan Gryak, Kayvan Najarian
2024	J	`jnl`	Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors. Sensors Ali Zare, Emily Wittrup, Kayvan Najarian
2023	J	`jnl`	A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
2023	B	`conf`	Integrative risk predictors of temporomandibular joint osteoarthritis progression. Image Processing Lingrui Cai, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Marcela Gurgel, Kayvan Najarian, Reza Soroushmehr
2023	J	`jnl`	Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. Algorithms Cristian Minoccheri, Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen
2023	J	`jnl`	Tensor Denoising via Amplification and Stable Rank Methods. CoRR Jonathan Gryak, Kayvan Najarian, Harm Derksen
2022	J	`jnl`	A deep learning framework for automated detection and quantitative assessment of liver trauma. BMC Medical Imaging Negar Farzaneh, Erica B. Stein, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
2022	J	`jnl`	An interpretable neural network for outcome prediction in traumatic brain injury. BMC Medical Informatics Decis. Mak. Cristian Minoccheri, Craig A. Williamson, Mark Hemmila, Kevin Ward, Erica B. Stein, Jonathan Gryak, Kayvan Najarian
2022	J	`jnl`	Prediction of Oral Food Challenges via Machine Learning. CoRR Justin Zhang, Deborah Lee, Kylie Jungles, Diane Shaltis, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders, Jonathan Gryak
2022	J	`jnl`	Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. BMC Medical Imaging Zijun Gao, Lu Wang, Reza Soroushmehr, Alexander Wood, Jonathan Gryak, Brahmajee K. Nallamothu, Kayvan Najarian
2021	J	`jnl`	A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
2021	J	`jnl`	A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication. npj Digit. Medicine Negar Farzaneh, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
2021	J	`jnl`	Algebraic Methods for Tensor Data. SIAM J. Appl. Algebra Geom. Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
2021	J	`jnl`	Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. Entropy Julie Wang, Alexander Wood, Chao Gao, Kayvan Najarian, Jonathan Gryak
2021	J	`jnl`	Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features. Comput. Biol. Medicine Narathip Reamaroon, Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen
2021	—	`conf`	Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. EMBC Romain Deleat-Besson, Celia Le, Najla Al Turkestani, Winston Zhang, Maxime Dumont, Serge Brosset, Juan Carlos Prieto, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr
2021	—	`conf`	Automatic Segmentation of Mandibular Ramus and Condyles. EMBC Celia Le, Romain Deleat-Besson, Juan Carlos Prieto, Serge Brosset, Maxime Dumont, Winston Zhang, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Liliane R. Gomes, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marilia Yatabe, Erika Benavides, Fabiana Soki, Najla Al Turkestani, Karine Evangelista, João Roberto Gonçalves, Jose Valladares-Neto, Maria Alves Garcia Silva, Cauby Maia Chaves Junior, Fábio Costa, Daniela Gamba Garib, Heesoo Oh, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Kayvan Najarian, Reza Soroushmehr
2021	J	`jnl`	Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions. Briefings Bioinform. Maryam Bagherian, Renaid B. Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, Kayvan Najarian
2021	J	`jnl`	Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
2021	—	`conf`	Feature Selection for Privileged Modalities in Disease Classification. ML-CDS@MICCAI Winston Zhang, Najla Al Turkestani, Jonas Bianchi, Celia Le, Romain Deleat-Besson, Antonio C. Ruellas, Lucia H. S. Cevidanes, Marilia Yatabe, João Roberto Gonçalves, Erika Benavides, Fabiana Soki, Juan Prieto, Beatriz Paniagua, Jonathan Gryak, Kayvan Najarian, Reza Soroushmehr
2021	J	`jnl`	Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics. ACM Comput. Surv. Alexander Wood, Kayvan Najarian, Delaram Kahrobaei
2021	J	`jnl`	Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. IEEE J. Biomed. Health Informatics Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Elisa Warner, Michael W. Sjoding, Jonathan Gryak, Kayvan Najarian
2021	J	`jnl`	Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
2021	—	`conf`	Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. ML-CDS@MICCAI Romain Deleat-Besson, Celia Le, Winston Zhang, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Kayvan Najarian, Jonathan Gryak, Martin Styner, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Loris Bert, Reza Soroushmehr, Juan Prieto
2021	J	`jnl`	Motion-based camera localization system in colonoscopy videos. Medical Image Anal. Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian
2021	J	`jnl`	Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care. Artif. Intell. Medicine Larry Hernandez, Renaid B. Kim, Neriman Tokcan, Harm Derksen, Ben E. Biesterveld, Alfred Croteau, Aaron M. Williams, Michael Mathis, Kayvan Najarian, Jonathan Gryak
2021	J	`jnl`	Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity. BMC Medical Informatics Decis. Mak. Zhi Li, Kevin M. Wheelock, Sangeeta Lathkar-Pradhan, Hakan Oral, Daniel J. Clauw, Pujitha Gunaratne, Jonathan Gryak, Kayvan Najarian, Brahmajee K. Nallamothu, Hamid Ghanbari
2021	J	`jnl`	Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. Biomed. Signal Process. Control. Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
2021	—	`conf`	Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. EMBC Winston Zhang, Jonas Bianchi, Najla Al Turkestani, Celia Le, Romain Deleat-Besson, Antonio C. Ruellas, Lucia H. S. Cevidanes, Marilia Yatabe, João Roberto Gonçalves, Erika Benavides, Fabiana Soki, Juan Prieto, Beatriz Paniagua, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr
2021	—	`conf`	Web infrastructure for data management, storage and computation. Biomedical Applications in Molecular, Structural, and Functional Imaging Serge Brosset, Maxime Dumont, Lucia H. S. Cevidanes, Reza Soroushmehr, Jonas Bianchi, Marcela Lima Gurgel, Romain Deleat-Besson, Celia Le, Antonio C. Ruellas, Marilia Yatabe, Liliane R. Gomes, João Roberto Gonçalves, Kayvan Najarian, Jonathan Gryak, Beatriz Paniagua, Martin Styner, Juan Carlos Prieto
2020	—	`conf`	3D Auto-Segmentation of Mandibular Condyles. EMBC Serge Brosset, Maxime Dumont, Jonas Bianchi, Antonio C. Ruellas, Lucia H. S. Cevidanes, Marilia Yatabe, João Roberto Gonçalves, Erika Benavides, Fabiana Soki, Beatriz Paniagua, Juan Prieto, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr
2020	J	`jnl`	Algebraic Methods for Tensor Data. CoRR Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
2020	—	`conf`	Automated Classification of Osteosarcoma and Benign Tumors using RNA-seq and Plain X-ray. EMBC Olivia Alge, Lu Lu, Zhi Li, Yingqi Hua, Jonathan Gryak, Kayvan Najarian
2020	J	`jnl`	Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. Artif. Intell. Medicine Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
2020	J	`jnl`	Motion-based Camera Localization System in Colonoscopy Videos. CoRR Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian
2020	—	`conf`	Patient Specific Classification of Dental Root Canal and Crown Shape. ShapeMI@MICCAI Maxime Dumont, Juan-Carlos Prieto, Serge Brosset, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr
2020	—	`conf`	Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. EMBC Olivia Alge, S. M. Reza Soroushmehr, Jonathan Gryak, Anna Kratz, Kayvan Najarian
2020	J	`jnl`	Preprocessing Sequence Coverage Data for More Precise Detection of Copy Number Variations. IEEE ACM Trans. Comput. Biol. Bioinform. Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi
2020	J	`jnl`	Radial basis function kernel optimization for Support Vector Machine classifiers. CoRR Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Miguel A. Molina-Cabello, Kayvan Najarian
2020	J	`jnl`	Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. BMC Medical Imaging Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian
2020	J	`jnl`	Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. Comput. Biol. Medicine Renaid B. Kim, Jonathan Gryak, Abinash Mishra, Can Cui, S. M. Reza Soroushmehr, Kayvan Najarian, James S. Wrobel
2019	J	`jnl`	Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome. IEEE J. Biomed. Health Informatics Narathip Reamaroon, Michael W. Sjoding, Kaiwen Lin, Theodore J. Iwashyna, Kayvan Najarian
2019	J	`jnl`	Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2019	—	`conf`	An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. EMBC Behzad Ghazanfari, Fatemeh Afghah, Kayvan Najarian, Sajad Mousavi, Jonathan Gryak, James Todd
2019	J	`jnl`	An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. CoRR Behzad Ghazanfari, Fatemeh Afghah, Kayvan Najarian, Sajad Mousavi, Jonathan Gryak, James Todd
2019	—	`conf`	Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. EMBC Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
2019	—	`conf`	Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. EMBC S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba
2019	J	`jnl`	BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. CoRR Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
2019	J	`jnl`	Blind stereo image quality assessment inspired by brain sensory-motor fusion. Digit. Signal Process. Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Kayvan Najarian, Nader Karimi, S. M. Reza Soroushmehr
2019	—	`conf`	Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. IWBBIO (2) Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
2019	—	`conf`	Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors. AIM Lu Wang, Sardar Ansari, Kayvan Najarian, Kevin R. Ward, Kenn R. Oldham
2019	—	`conf`	Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. EMBC Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. EMBC Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Jonathan Gryak, Michael W. Sjoding, Kayvan Najarian
2019	—	`conf`	Diabetic Wound Segmentation using Convolutional Neural Networks. EMBC Can Cui, Karl Thurnhofer-Hemsi, Reza Soroushmehr, Abinash Mishra, Jonathan Gryak, Enrique Domínguez, Kayvan Najarian, Ezequiel López-Rubio
2019	Misc	`conf`	Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. ICASSP Alireza Norouzi, Ali Emami, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. EMBC Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	J	`jnl`	Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. CoRR Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. EMBC Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	J	`jnl`	Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. CoRR Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. EMBC Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	J	`jnl`	Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. Entropy Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian
2019	—	`conf`	Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. EMBC Shima Rafiei, Nader Karimi, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. EMBC Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2019	—	`conf`	Markov Models for Detection of Ventricular Arrhythmia. EMBC Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
2019	—	`conf`	Medical Diagnostics Based on Encrypted Medical Data. BICT Alexey Gribov, Kelsey Horan, Jonathan Gryak, Kayvan Najarian, Vladimir Shpilrain, S. M. Reza Soroushmehr, Delaram Kahrobaei
2019	—	`conf`	Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. BIBM Cheng Jiang, Jie Cao, Craig A. Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak, Kayvan Najarian, S. M. Reza Soroushmehr
2019	J	`jnl`	Private naive bayes classification of personal biomedical data: Application in cancer data analysis. Comput. Biol. Medicine Alexander Wood, Vladimir Shpilrain, Kayvan Najarian, Delaram Kahrobaei
2019	J	`jnl`	Real-time removal of impulse noise from MR images for radiosurgery applications. Int. J. Circuit Theory Appl. Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, Kayvan Najarian, Ali Emami, Shahram Shirani, Shadrokh Samavi, Sayed Mohammad Reza Soroushmehr
2019	J	`jnl`	Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. Biomed. Signal Process. Control. Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
2019	—	`conf`	Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. BIBM Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak, Kayvan Najarian, Jessica R. Golbus
2018	—	`conf`	A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. EMBC Zhi Li, Harm Derksen, Jonathan Gryak, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
2018	J	`jnl`	Adaptive Real-Time Removal of Impulse Noise in Medical Images. J. Medical Syst. Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
2018	B	`conf`	Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. ICIP Mojtaba Akbari, Majid Mohrekesh, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2018	J	`jnl`	Adaptive image watermarking using human perception based fuzzy inference system. J. Intell. Fuzzy Syst. Maedeh Jamali, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
2018	J	`jnl`	Adaptive specular reflection detection and inpainting in colonoscopy video frames. CoRR Mojtaba Akbari, Majid Mohrekesh, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	—	`conf`	Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. EMBC Negar Farzaneh, S. M. Reza Soroushmehr, Hirenkumar Patel, Alexander Wood, Jonathan Gryak, David Paul Fessell, Kayvan Najarian
2018	—	`conf`	Automatic Midline Shift Detection in Traumatic Brain Injury. EMBC Mohsen Hooshmand, S. M. Reza Soroushmehr, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. EMBC Mojtaba Akbari, Majid Mohrekesh, Shima Rafiei, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	—	`conf`	Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. BIBM Olivia Alge, Jonathan Gryak, Yingqi Hua, Kayvan Najarian
2018	—	`conf`	Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. EMBC An Nguyen, Sardar Ansari, Mohsen Hooshmand, Kaiwen Lin, Hamid Ghanbari, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Copy number variation detection using partial alignment information. BIBM Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi
2018	J	`jnl`	Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. CoRR Alexandr A. Kalinin, Gerald A. Higgins, Narathip Reamaroon, S. M. Reza Soroushmehr, Ari Allyn-Feuer, Ivo D. Dinov, Kayvan Najarian, Brian D. Athey
2018	—	`conf`	Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. EMBC Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. EMBC Alexander Wood, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward, Jonathan Gryak, Delaram Kahrobaei, Kayvan Najarian
2018	J	`jnl`	Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units. Entropy Fatemeh Afghah, Abolfazl Razi, S. Mohamad R. Soroushmehr, Hamid Ghanbari, Kayvan Najarian
2018	—	`conf`	Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. EMBC Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. CoRR Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. CoRR Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	B	`conf`	Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. ICIP Shima Rafiei, Ebrahim Nasr-Esfahani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2018	J	`jnl`	Liver segmentation in CT images using three dimensional to two dimensional fully connected network. CoRR Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	—	`conf`	Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. EMBC Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. CoRR Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks. CoRR Atefe Rajaeefar, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	B	`conf`	Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. ICIP Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
2018	J	`jnl`	Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices. CoRR Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. CoRR Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi
2018	—	`conf`	Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. EMBC Sardar Ansari, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. EMBC Rebecca Shen, Zhi Li, Linglin Zhang, Yingqi Hua, Min Mao, Zhicong Li, Zhengdong Cai, Yunping Qiu, Jonathan Gryak, Kayvan Najarian
2018	—	`conf`	Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. EMBC Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	—	`conf`	Private-Key Fully Homomorphic Encryption for Private Classification. ICMS Alexander Wood, Vladimir Shpilrain, Kayvan Najarian, Ali Mostashari, Delaram Kahrobaei
2018	J	`jnl`	Pyramidal modeling of geometric distortions for retargeted image quality evaluation. Multim. Tools Appl. Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian
2018	J	`jnl`	ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. CoRR Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami
2018	J	`jnl`	Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. Int. J. Circuit Theory Appl. Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2018	—	`conf`	Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. EMBC Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. CoRR Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Robust image watermarking scheme using bit-plane of hadamard coefficients. Multim. Tools Appl. Elham Etemad, Shadrokh Samavi, S. M. Reza Soroushmehr, Nader Karimi, Mohammad Etemad, Shahram Shirani, Kayvan Najarian
2018	J	`jnl`	Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. CoRR Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2018	J	`jnl`	Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames. CoRR Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
2018	J	`jnl`	Segmentation of vessels in angiograms using convolutional neural networks. Biomed. Signal Process. Control. Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian
2018	—	`conf`	Supraventricular Tachycardia Detection via Machine Learning Algorithms. BIBM Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
2018	J	`jnl`	Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical Biol. Eng. Comput. Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian
2017	J	`jnl`	A proximity-based graph clustering method for the identification and application of transcription factor clusters. BMC Bioinform. Maxwell T. Spadafore, Kayvan Najarian, Alan P. Boyle
2017	—	`conf`	Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. EMBC Nasrin Tavakoli, Maryam Karimi, Mansour Nejati, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2017	J	`jnl`	Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception. CoRR Maedeh Jamali, Shima Rafiee, S. M. Reza Soroushmehr, Nader Karimi, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
2017	J	`jnl`	Adaptive Real-Time Removal of Impulse Noise in Medical Images. CoRR Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
2017	—	`conf`	An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension. EMBC Sardar Ansari, Somayeh Molaei, Kenn Richard Oldham, Michael Heung, Kevin R. Ward, Kayvan Najarian
2017	Misc	`conf`	Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. ICASSP Negar Farzaneh, Samuel Habbo-Gavin, S. M. Reza Soroushmehr, Hirenkumar Patel, David Paul Fessell, Kevin R. Ward, Kayvan Najarian
2017	—	`conf`	Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. EMBC Negar Farzaneh, S. M. Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Kevin R. Ward, Frederick K. Korley, Kayvan Najarian
2017	—	`conf`	Bias and Noise Cancellation for Robust Copy Number Variation Detection. BCB Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi
2017	J	`jnl`	Blind Stereo Image Quality Assessment Inspired by Brain Sensory-Motor Fusion. CoRR Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian
2017	J	`jnl`	Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. IEEE Trans. Multim. Maryam Karimi, Mansour Nejati, S. M. Reza Soroushmehr, Shadrokh Samavi, Nader Karimi, Kayvan Najarian
2017	—	`conf`	Classifying osteosarcoma patients using machine learning approaches. EMBC Zhi Li, S. M. Reza Soroushmehr, Yingqi Hua, Min Mao, Yunping Qiu, Kayvan Najarian
2017	—	`conf`	Deep Convolutional Neural Networks for left ventricle segmentation. EMBC Somayeh Molaei, Mohammad Ebrahim Shiri, Kelsey Horan, Delaram Kahrobaei, Brahmajee K. Nallamothu, Kayvan Najarian
2017	J	`jnl`	Dense Fully Convolutional Network for Skin Lesion Segmentation. CoRR Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2017	C	`conf`	Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics. ACC Lu Wang, Sardar Ansari, Kayvan Najarian, Kevin R. Ward, Kenn R. Oldham
2017	J	`jnl`	Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. Int. J. Comput. Assist. Radiol. Surg. M. Hossein Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2017	B	`conf`	Fast exposure fusion using exposedness function. ICIP Mansour Nejati, Maryam Karimi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
2017	J	`jnl`	Framework for robust blind image watermarking based on classification of attacks. Multim. Tools Appl. M. Heidari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Shahram Shirani, Nader Karimi, Kayvan Najarian
2017	J	`jnl`	Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. IEEE J. Biomed. Health Informatics Sardar Ansari, Kevin R. Ward, Kayvan Najarian
2017	—	`conf`	Noise cancellation for robust copy number variation detection using next generation sequencing data. BIBM Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi
2017	J	`jnl`	Quality assessment of retargeted images by salient region deformity analysis. J. Vis. Commun. Image Represent. Maryam Karimi, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Weisi Lin, Kayvan Najarian
2017	J	`jnl`	Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications. CoRR Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Shadrokh Samavi, Kayvan Najarian
2017	J	`jnl`	Surface area-based focus criterion for multi-focus image fusion. Inf. Fusion Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Iman Roosta, Kayvan Najarian
2017	J	`jnl`	Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. CoRR Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian
2016	—	`conf`	A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. EMBC Somayeh Molaei, Frederick K. Korley, S. M. Reza Soroushmehr, Hayley Falk, Haris I. Sair, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Automatic detection of melanoma using broad extraction of features from digital images. EMBC Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. EMBC Mahsa Kadkhodaei, Shadrokh Samavi, Nader Karimi, Hoda Mohaghegh, S. Mohamad R. Soroushmehr, Kevin Ward, Angelo All, Kayvan Najarian
2016	J	`jnl`	Boosted Dictionary Learning for Image Compression. IEEE Trans. Image Process. Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian
2016	Misc	`conf`	Boosted multi-scale dictionaries for image compression. ICASSP Mansour Nejati, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kayvan Najarian
2016	Misc	`conf`	Coherence regularized dictionary learning. ICASSP Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian
2016	J	`jnl`	Denoising by low-rank and sparse representations. J. Vis. Commun. Image Represent. Mansour Nejati, Shadrokh Samavi, Harm Derksen, Kayvan Najarian
2016	Misc	`conf`	Depth estimation from single images using modified stacked generalization. ICASSP Hoda Mohaghegh, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kayvan Najarian
2016	J	`jnl`	Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. CoRR Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2016	J	`jnl`	Hand Gesture Recognition for Contactless Device Control in Operating Rooms. CoRR Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian
2016	—	`conf`	Hardware image assessment for wireless endoscopy capsules. EMBC M. Amin Khorsandi, Nader Karimi, Shadrokh Samavi, Mohsen Hajabdollahi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Liver segmentation using location and intensity probabilistic atlases. EMBC Negar Farzaneh, Shadrokh Samavi, S. M. Reza Soroushmehr, Hirenkumar Patel, Samuel Habbo-Gavin, David Paul Fessell, Kevin R. Ward, Kayvan Najarian
2016	—	`conf`	Melanoma detection by analysis of clinical images using convolutional neural network. EMBC Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Quantitative measurement of vasculature in coronary angiogram videos. BHI S. Mohamad R. Soroushmehr, Abhishek Bafna, S. Sinha, Brahmajee K. Nallamothu, Kevin Ward, Kayvan Najarian
2016	B	`conf`	Radon transform inspired method for hand gesture recognition. ICPR M. Amin Khorsandi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor. BHI Sardar Ansari, Negar Farzaneh, Michael Heung, Kenn R. Oldham, Harm Derksen, Kevin R. Ward, Kayvan Najarian
2016	B	`conf`	Real-time removal of random value impulse noise in medical images. ICPR Zohreh HosseinKhani, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian
2016	—	`conf`	Robust watermarking in non-ROI of medical images based on DCT-DWT. EMBC Maedeh Jamali, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian
2016	B	`conf`	Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. ICIP Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh, Nader Karimi, Kayvan Najarian
2016	B	`conf`	Single image depth estimation using joint local-global features. ICPR Hoda Mohaghegh, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2016	B	`conf`	Skin lesion segmentation in clinical images using deep learning. ICPR Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian
2016	J	`jnl`	Toward practical guideline for design of image compression algorithms for biomedical applications. Expert Syst. Appl. Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr, Shahram Shirani, Kayvan Najarian
2016	—	`conf`	Vessel extraction in X-ray angiograms using deep learning. EMBC Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee K. Nallamothu, Kayvan Najarian
2016	B	`conf`	Vessel segmentation in low contrast X-ray angiogram images. ICIP Banafsheh Felfelian, Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian
2015	—	`conf`	A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm. ICSH Fatemeh Afghah, Abolfazl Razi, S. M. Reza Soroushmehr, Somayeh Molaei, Hamid Ghanbari, Kayvan Najarian
2015	J	`jnl`	A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection. CoRR Fatemeh Afghah, Abolfazl Razi, Kayvan Najarian
2015	—	`conf`	Adaptive stereo medical image watermarking using non-corresponding blocks. EMBC Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2015	J	`jnl`	Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. Comput. Math. Methods Medicine Kayvan Najarian, Kevin R. Ward, Shahram Shirani
2015	B	`conf`	Bone extraction in X-ray images by analysis of line fluctuations. ICIP Salome Kazeminia, Nader Karimi, Behzad Mirmahboub, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Kayvan Najarian
2015	—	`conf`	CT image segmentation in traumatic brain injury. EMBC S. Mohamad Reza Soroushmehr, Abhishek Bafna, Steven Schlosser, Kevin Ward, Harm Derksen, Kayvan Najarian
2015	J	`jnl`	Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. IEEE J. Biomed. Health Informatics Sardar Ansari, Kevin Ward, Kayvan Najarian
2015	B	`conf`	Low-rank regularized collaborative filtering for image denoising. ICIP Mansour Nejati, Shadrokh Samavi, S. M. Reza Soroushmehr, Kayvan Najarian
2015	—	`conf`	Multi-modal Integrated Approach towards Reducing False Arrhythmia Alarms During Continuous Patient Monitoring: the PhysioNet Challenge 2015. CinC Sardar Ansari, Ashwin Belle, Kayvan Najarian
2015	—	`conf`	Region of interest extraction for lossless compression of bone X-ray images. EMBC Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian
2015	—	`conf`	Robust catheter identification and tracking in X-ray angiographic sequences. EMBC Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian
2015	J	`jnl`	Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. J. Medical Syst. S. M. Reza Soroushmehr, Pavani Davuluri, Somayeh Molaei, Rosalyn Hobson Hargraves, Yang Tang, Charles H. Cockrell, Kevin Ward, Kayvan Najarian
2015	B	`conf`	Vessel region detection in coronary X-ray angiograms. ICIP Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, S. Sinha, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian
2014	—	`conf`	An automated dental caries detection and scoring system for optical images of tooth occlusal surface. EMBC Leila Ghaedi, Riki Gottlieb, David C. Sarrett, Amid Ismail, Ashwin Belle, Kayvan Najarian, Rosalyn Hobson Hargraves
2014	—	`conf`	Blood loss severity prediction using game theoretic based feature selection. BHI Abolfazl Razi, Fatemeh Afghah, Ashwin Belle, Kevin Ward, Kayvan Najarian
2014	J	`jnl`	Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries. Int. J. Imaging Syst. Technol. Jie Wu, Ashwin Belle, Rosalyn Hobson Hargraves, Charles Cockrell, Yang Tang, Kayvan Najarian
2014	—	`ch.`	Rule-based Computer Aided Decision Making for Traumatic Brain Injuries. Machine Learning in Healthcare Informatics Ashwin Belle, Soo-Yeon Ji, Wenan Chen, Toan Huynh, Kayvan Najarian
2013	J	`jnl`	An Entropy-Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process. Comput. Math. Methods Medicine Varun Oswal, Ashwin Belle, Robert F. Diegelmann, Kayvan Najarian
2013	—	`conf`	Automated Intracranial Pressure Prediction Using Multiple Features Sources. ICISA Xuguang Qi, Ashwin Belle, Sharad Shandilya, Kayvan Najarian, Wenan Chen, Rosalyn Hobson Hargraves, Charles Cockrell
2013	J	`jnl`	Biomedical Signal and Image Processing for Clinical Decision Support Systems. Comput. Math. Methods Medicine Kayvan Najarian, Kevin R. Ward, Shahram Shirani
2013	J	`jnl`	Intracranial pressure (ICP) level estimation using textural features of brain CT images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Babak Seyed Aghazadeh, Morteza Khaleghi, Ramana Pidaparti, Kayvan Najarian
2013	J	`jnl`	Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation. Int. J. Data Min. Bioinform. Wenan Chen, Charles H. Cockrell, Kevin Ward, Kayvan Najarian
2012	J	`jnl`	An Automated Optimal Engagement and Attention Detection System Using Electrocardiogram. Comput. Math. Methods Medicine Ashwin Belle, Rosalyn Hobson Hargraves, Kayvan Najarian
2012	J	`jnl`	An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion. BMC Medical Imaging Sumeyra U. Demir, Roya Hakimzadeh, Rosalyn Hobson Hargraves, Kevin R. Ward, Eric V. Myer, Kayvan Najarian
2012	J	`jnl`	Fracture Detection in Traumatic Pelvic CT Images. Int. J. Biomed. Imaging Jie Wu, Pavani Davuluri, Kevin Ward, Charles Cockrell, Rosalyn S. Hobson, Kayvan Najarian
2012	J	`jnl`	Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries. Comput. Math. Methods Medicine Pavani Davuluri, Jie Wu, Yang Tang, Charles H. Cockrell, Kevin R. Ward, Kayvan Najarian, Rosalyn Hobson Hargraves
2012	J	`jnl`	Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. BMC Medical Informatics Decis. Mak. Sharad Shandilya, Kevin Ward, Michael Kurz, Kayvan Najarian
2011	—	`conf`	A hybrid approach for hemorrhage segmentation in pelvic CT scans. BIBM Workshops Pavani Davuluri, Jie Wu, Ashwin Belle, Charles H. Cockrell, Yang Tang, Kevin Ward, Kayvan Najarian, Rosalyn Hobson Hargraves
2011	—	`conf`	A new hierarchical method for multi-level segmentation of bone in pelvic CT scans. EMBC Jie Wu, Pavani Davuluri, Kevin Ward, Charles Cockrell, Rosalyn S. Hobson, Kayvan Najarian
2011	—	`conf`	A physiological signal processing system for optimal engagement and attention detection. BIBM Workshops Ashwin Belle, Rosalyn S. Hobson, Kayvan Najarian
2011	—	`conf`	Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework. EMBC Wenan Chen, Kevin Ward, Qi Li, Vojislav Kecman, Kayvan Najarian, Nathan B. Menke
2011	—	`conf`	An automated method for hemorrhage detection in traumatic pelvic injuries. EMBC Pavani Davuluri, Jie Wu, Kevin R. Ward, Charles H. Cockrell, Kayvan Najarian, Rosalyn S. Hobson
2011	—	`conf`	Confidence-based classification with dynamic conformal prediction and its applications in biomedicine. EMBC Yurong Luo, Abed Al-Raoof Bsoul, Kayvan Najarian
2011	—	`conf`	Fracture detection and quantitative measure of displacement in pelvic CT images. BIBM Workshops Jie Wu, Pavani Davuluri, Ashwin Belle, Charles H. Cockrell, Yang Tang, Kevin Ward, Rosalyn S. Hobson, Kayvan Najarian
2011	—	`conf`	Reduction of periodic motion artifacts from impedance plethysmography. BIBM Workshops Sardar Ansari, Ashwin Belle, Kevin Ward, Rosalyn S. Hobson, Kayvan Najarian
2011	—	`conf`	ε-tube regression: A new method for motion artifact reduction. EMBC Sardar Ansari, Kevin Ward, Kayvan Najarian
2010	J	`jnl`	A Signal Processing Method to Explore Similarity in Protein Flexibility. Adv. Bioinformatics Simina Vasilache, Nazanin Mirshahi, Soo-Yeon Ji, James Mottonen, Donald J. Jacobs, Kayvan Najarian
2010	—	`conf`	A time-series approach for shock outcome prediction using machine learning. BIBM Workshops Sharad Shandilya, Kevin R. Ward, Kayvan Najarian
2010	—	`conf`	A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram. BIBM Workshops Abed Al-Raoof Bsoul, Kevin Ward, Kayvan Najarian, Soo-Yeon Ji
2010	B	`conf`	Actual Midline Estimation from Brain CT Scan Using Multiple Regions Shape Matching. ICPR Wenan Chen, Kayvan Najarian, Kevin Ward
2010	—	`conf`	Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise. BIBM Workshops Sardar Ansari, Kayvan Najarian, Kevin Ward
2010	Misc	`conf`	Detection of fracture and quantitative assessment of displacement measures in pelvic X-RAY images. ICASSP Rebecca Smith, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian
2010	B	`conf`	Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems. ICPR Yurong Luo, Kayvan Najarian
2010	—	`conf`	Impedance plethysmography on the arms: Respiration monitoring. BIBM Workshops Sardar Ansari, Ashwin Belle, Kayvan Najarian, Kevin Ward
2010	—	`conf`	Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods. BIBM Wenan Chen, Charles Cockrell, Kevin Ward, Kayvan Najarian
2010	—	`conf`	Predicting pelvic trauma severity using features extracted from records and X-ray and CT images. BIBM Workshops Simina Vasilache, Rebecca Smith, Jie Wu, Pavani Davuluri, Kevin Ward, Kayvan Najarian, Charles Cockrell
2010	C	`conf`	Texture Analysis of Brain CT Scans for ICP Prediction. ICISP Wenan Chen, Rebecca Smith, Nooshin Nabizadeh, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian
2009	J	`jnl`	A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries. BMC Medical Informatics Decis. Mak. Soo-Yeon Ji, Rebecca Smith, Toan Huynh, Kayvan Najarian
2009	J	`jnl`	A hierarchical method based on active shape models and directed Hough transform for segmentation of noisy biomedical images; application in segmentation of pelvic X-ray images. BMC Medical Informatics Decis. Mak. Rebecca Smith, Kayvan Najarian, Kevin Ward
2009	J	`jnl`	Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching. BMC Medical Informatics Decis. Mak. Wenan Chen, Rebecca Smith, Soo-Yeon Ji, Kevin R. Ward, Kayvan Najarian
2009	J	`jnl`	Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia. BMC Medical Informatics Decis. Mak. Soo-Yeon Ji, Kevin Ward, Kayvan Najarian
2009	—	`conf`	Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. BIBM Sardar Ansari, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba
2009	Misc	`conf`	Processing of Transcranial Doppler for Assessment of Blood Volume Loss. IRI Roya Hakimzadeh, Soo-Yeon Ji, Rebecca Smith, Kevin Ward, Kasra Daneshvar, Kayvan Najarian
2009	—	`conf`	Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-Ray Images. BIBM Wenan Chen, Rebecca Smith, Simina Vasilache, Kayvan Najarian, Kevin Ward, Charles Cockrell, Jonathan Ha
2009	J	`jnl`	Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images. BMC Medical Informatics Decis. Mak. Simina Vasilache, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian
2008	J	`jnl`	Interactive visual analysis of time-series microarray data. Vis. Comput. Dong Hyun Jeong, Alireza Darvish, Kayvan Najarian, Jing Yang, William Ribarsky
2008	Misc	`conf`	Outcome prediction in traumatic pelvic injuries using maximum similarity and quality measures. IRI Simina Vasilache, Rebecca Smith, Soo-Yeon Ji, Kayvan Najarian, Toan Huynh
2007	—	`conf`	A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries. BIBM Soo-Yeon Ji, Toan Huynh, Kayvan Najarian
2007	—	`conf`	An intelligent method for computer-aided trauma decision making system. ACM Southeast Regional Conference Soo-Yeon Ji, Toan Huynh, Kayvan Najarian
2007	—	`conf`	Biomedical Image Segmentation Based on Shape Stability. ICIP (6) Zhong Li, Kayvan Najarian
2006	Misc	`conf`	Simulating protein computing: character recognition via probabilistic transition trees. GrC Christopher N. Eichelberger, Kayvan Najarian
2005	J	`jnl`	A Fixed-Distribution PAC Learning Theory for Neural FIR Models. J. Intell. Inf. Syst. Kayvan Najarian
2005	J	`jnl`	Signal processing for functional analysis of protein mutants. Int. J. Bioinform. Res. Appl. Kayvan Najarian, Krishna Gopalakrishnan, R. H. Zadeh
2005	C	`conf`	System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways. CIBCB Alireza Darvish, Kayvan Najarian, Dong Hyun Jeong, William Ribarsky
2004	—	`conf`	A New Hierarchical Method for Identification of Dynamic Regulatory Pathways from Time-Series DNA Microarray Data. CSB Alireza Darvish, EunSang Bak, Krishna Gopalakrishnan, R. H. Zadeh, Kayvan Najarian
2004	J	`jnl`	A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data. BMC Bioinform. Kayvan Najarian, Maryam Zaheri, Ali Ajdari Rad, Siamak Najarian, Javad Dargahi
2004	—	`conf`	Computational Analysis and Classification of p53 Mutants According to Primary Structure. CSB Krishna Gopalakrishnan, R. H. Zadeh, Kayvan Najarian, Alireza Darvish
2004	—	`conf`	Domain conversion with local posteriors for image segmentation. ICASSP (5) EunSang Bak, Kayvan Najarian
2004	—	`conf`	Robust Segmentation Using Parametric and Nonparametric Local Spatial Posteriors. ITCC (1) EunSang Bak, Kayvan Najarian
2003	J	`jnl`	Accessing Video Contents through Key Objects over IP. Multim. Tools Appl. Jianping Fan, Xingquan Zhu, Kayvan Najarian, Lide Wu
2003	—	`conf`	Prediction of Protein Function Using Signal Processing of Biochemical Properties. CSB Krishna Gopalakrishnan, Kayvan Najarian
2002	A	`conf`	Adaptive load control algorithms for 3 MSWiM Simin Nadjm-Tehrani, Kayvan Najarian, Calin Curescu, Tomas Lingvall, Teresa A. Dahlberg
2002	J	`jnl`	FIR Volterra kernel neural models and PAC learning. Complex. Kayvan Najarian
2002	J	`jnl`	Learning Based Complexity Evaluation of Radial Basis Function Networks. Neural Process. Lett. Kayvan Najarian
2002	—	`conf`	Process Mapping and Functional Correlation in Surface Metrology: A Novel Clustering Application. ICPR (1) B. Muralikrishnan, Kayvan Najarian, J. Raja
2001	Misc	`conf`	On learning and computational complexity of FIR radial basis function networks. Part I. Learning of FIR RBFN's. ICASSP Kayvan Najarian
2001	Misc	`conf`	On learning and computational complexity of FIR radial basis function networks. Part II. Complexity measures. ICASSP Kayvan Najarian
2001	J	`jnl`	On learning of Sigmoid Neural Networks. Complex. Kayvan Najarian
2000	Misc	`conf`	Neural ARX Models and PAC Learning. AI Kayvan Najarian, Guy Albert Dumont, Michael S. Davies, Nancy E. Heckman
1999	B	`conf`	A learning-theory-based training algorithm for variable-structure dynamic neural modeling. IJCNN Kayvan Najarian, Guy Albert Dumont, Michael S. Davies