Kayvan Najarian

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 159

Top Venues

Publications

Ali Zare, Emily Wittrup, Kayvan Najarian
Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors. Sensors 24 (7) (2024)
Yufeng Zhang, Jessica R. Golbus, Emily Wittrup, Keith D. Aaronson, Kayvan Najarian
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Cristian Minoccheri, Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. Algorithms 16 (2) (2023)
Lingrui Cai, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Marcela Gurgel, Kayvan Najarian, Reza Soroushmehr
Integrative risk predictors of temporomandibular joint osteoarthritis progression. Medical Imaging: Image Processing (2023)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Jonathan Gryak, Kayvan Najarian, Harm Derksen
Tensor Denoising via Amplification and Stable Rank Methods. CoRR (2023)
Zijun Gao, Lu Wang, Reza Soroushmehr, Alexander Wood, Jonathan Gryak, Brahmajee. K. Nallamothu, Kayvan Najarian
Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. BMC Medical Imaging 22 (1) (2022)
Cristian Minoccheri, Craig A. Williamson, Mark Hemmila, Kevin Ward, Erica B. Stein, Jonathan Gryak, Kayvan Najarian
An interpretable neural network for outcome prediction in traumatic brain injury. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Justin Zhang, Deborah Lee, Kylie Jungles, Diane Shaltis, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders, Jonathan Gryak
Prediction of Oral Food Challenges via Machine Learning. CoRR (2022)
Negar Farzaneh, Erica B. Stein, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
A deep learning framework for automated detection and quantitative assessment of liver trauma. BMC Medical Imaging 22 (1) (2022)
Larry Hernandez, Renaid B. Kim, Neriman Tokcan, Harm Derksen, Ben E. Biesterveld, Alfred Croteau, Aaron M. Williams, Michael Mathis, Kayvan Najarian, Jonathan Gryak
Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care. Artif. Intell. Medicine 113 (2021)
Romain Deleat-Besson, Celia Le, Winston Zhang, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Lima 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
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. ML-CDS@MICCAI (2021)
Narathip Reamaroon, Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen
Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features. Comput. Biol. Medicine 134 (2021)
Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Elisa Warner, Michael W. Sjoding, Jonathan Gryak, Kayvan Najarian
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. IEEE J. Biomed. Health Informatics 25 (3) (2021)
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
Feature Selection for Privileged Modalities in Disease Classification. ML-CDS@MICCAI (2021)
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 Lima 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
Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. EMBC (2021)
Negar Farzaneh, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication. npj Digit. Medicine 4 (2021)
Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. 22 (1) (2021)
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
Web infrastructure for data management, storage and computation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian
Motion-based camera localization system in colonoscopy videos. Medical Image Anal. 73 (2021)
Julie Wang, Alexander Wood, Chao Gao, Kayvan Najarian, Jonathan Gryak
Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. Entropy 23 (4) (2021)
Zhi Li, Kevin M. Wheelock, Sangeeta Lathkar-Pradhan, Hakan Oral, Daniel J. Clauw, Pujitha Gunaratne, Jonathan Gryak, Kayvan Najarian, Brahmajee. K. Nallamothu, Hamid Ghanbari
Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. 22 (1) (2021)
Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. Biomed. Signal Process. Control. 63 (2021)
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Algebraic Methods for Tensor Data. SIAM J. Appl. Algebra Geom. 5 (1) (2021)
Maryam Bagherian, Renaid B. Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, Kayvan Najarian
Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions. Briefings Bioinform. 22 (2) (2021)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR (2021)
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
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. EMBC (2021)
Celia Le, Romain Deleat-Besson, Juan Prieto, Serge Brosset, Maxime Dumont, Winston Zhang, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Liliane R. Gomes, Marcela Lima 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
Automatic Segmentation of Mandibular Ramus and Condyles. EMBC (2021)
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Algebraic Methods for Tensor Data. CoRR (2020)
Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi
Preprocessing Sequence Coverage Data for More Precise Detection of Copy Number Variations. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Renaid B. Kim, Jonathan Gryak, Abinash Mishra, Can Cui, S. M. Reza Soroushmehr, Kayvan Najarian, James S. Wrobel
Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. Comput. Biol. Medicine 126 (2020)
Olivia Alge, Lu Lu, Zhi Li, Yingqi Hua, Jonathan Gryak, Kayvan Najarian
Automated Classification of Osteosarcoma and Benign Tumors using RNA-seq and Plain X-ray. EMBC (2020)
Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian
Motion-based Camera Localization System in Colonoscopy Videos. CoRR (2020)
Alexander Wood, Kayvan Najarian, Delaram Kahrobaei
Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics. ACM Comput. Surv. 53 (4) (2020)
Olivia Alge, S. M. Reza Soroushmehr, Jonathan Gryak, Anna Kratz, Kayvan Najarian
Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. EMBC (2020)
Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. BMC Medical Imaging 20 (1) (2020)
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
3D Auto-Segmentation of Mandibular Condyles. EMBC (2020)
Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. Artif. Intell. Medicine 107 (2020)
Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Miguel A. Molina-Cabello, Kayvan Najarian
Radial basis function kernel optimization for Support Vector Machine classifiers. CoRR (2020)
Maxime Dumont, Juan-Carlos Prieto, Serge Brosset, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Lima 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
Patient Specific Classification of Dental Root Canal and Crown Shape. ShapeMI@MICCAI (2020)
Mahnoosh Bagheri, Majid Mohrekesh, Milad Tehrani, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. EMBC (2019)
Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. CoRR (2019)
Zahra Sobhaninia, Shima Rafiei, Ali Emami, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, S. M. Reza Soroushmehr
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. EMBC (2019)
Alexander Wood, Vladimir Shpilrain, Kayvan Najarian, Delaram Kahrobaei
Private naive bayes classification of personal biomedical data: Application in cancer data analysis. Comput. Biol. Medicine 105 (2019)
Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian
Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. Entropy 21 (5) (2019)
Maryam Karimi, Najmeh Soltanian, Shadrokh Samavi, Kayvan Najarian, Nader Karimi, S. M. Reza Soroushmehr
Blind stereo image quality assessment inspired by brain sensory-motor fusion. Digit. Signal Process. 91 (2019)
Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. IWBBIO (2) (2019)
S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba
Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. EMBC (2019)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. EMBC (2019)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. Biomed. Signal Process. Control. 53 (2019)
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. CoRR (2019)
Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. EMBC (2019)
Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak, Kayvan Najarian, Jessica R. Golbus
Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. BIBM (2019)
Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Jonathan Gryak, Michael W. Sjoding, Kayvan Najarian
Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. EMBC (2019)
Hamidreza Zarrabi, Ali Emami, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. CoRR (2019)
Narathip Reamaroon, Michael W. Sjoding, Kaiwen Lin, Theodore J. Iwashyna, Kayvan Najarian
Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Alexey Gribov, Kelsey Horan, Jonathan Gryak, Kayvan Najarian, Vladimir Shpilrain, S. M. Reza Soroushmehr, Delaram Kahrobaei
Medical Diagnostics Based on Encrypted Medical Data. BICT (2019)
Behzad Ghazanfari, Fatemeh Afghah, Kayvan Najarian, Sajad Mousavi, Jonathan Gryak, James Todd
An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. EMBC (2019)
Cheng Jiang, Jie Cao, Craig A. Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak, Kayvan Najarian, S. M. Reza Soroushmehr
Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. BIBM (2019)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. EMBC (2019)
Behzad Ghazanfari, Fatemeh Afghah, Kayvan Najarian, Sajad Mousavi, Jonathan Gryak, James Todd
An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. CoRR (2019)
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi, Shima Rafiei, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. EMBC (2019)
Hoda Mohaghegh, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. IEEE Trans. Circuits Syst. Video Technol. 29 (3) (2019)
Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, Kayvan Najarian, Ali Emami, Shahram Shirani, Shadrokh Samavi, Sayed Mohammad Reza Soroushmehr
Real-time removal of impulse noise from MR images for radiosurgery applications. Int. J. Circuit Theory Appl. 47 (3) (2019)
Can Cui, Karl Thurnhofer-Hemsi, Reza Soroushmehr, Abinash Mishra, Jonathan Gryak, Enrique Domínguez, Kayvan Najarian, Ezequiel López-Rubio
Diabetic Wound Segmentation using Convolutional Neural Networks. EMBC (2019)
Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
Markov Models for Detection of Ventricular Arrhythmia. EMBC (2019)
Alireza Norouzi, Ali Emami, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. ICASSP (2019)
Shima Rafiei, Nader Karimi, Behzad Mirmahboub, Kayvan Najarian, Banafsheh Felfeliyan, Shadrokh Samavi, S. M. Reza Soroushmehr
Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. EMBC (2019)
Lu Wang, Sardar Ansari, Kayvan Najarian, Kevin R. Ward, Kenn R. Oldham
Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors. AIM (2019)
Alexander Wood, Vladimir Shpilrain, Kayvan Najarian, Ali Mostashari, Delaram Kahrobaei
Private-Key Fully Homomorphic Encryption for Private Classification. ICMS (2018)
Rebecca Shen, Zhi Li, Linglin Zhang, Yingqi Hua, Min Mao, Zhicong Li, Zhengdong Cai, Yunping Qiu, Jonathan Gryak, Kayvan Najarian
Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. EMBC (2018)
Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. CoRR (2018)
Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak, Kayvan Najarian
Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. EMBC (2018)
Hamidreza Zarrabi, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. EMBC (2018)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. CoRR (2018)
Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. CoRR (2018)
Alexander Wood, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward, Jonathan Gryak, Delaram Kahrobaei, Kayvan Najarian
Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. EMBC (2018)
Sardar Ansari, Jonathan Gryak, Kayvan Najarian
Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. EMBC (2018)
Mojtaba Akbari, Majid Mohrekesh, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Adaptive specular reflection detection and inpainting in colonoscopy video frames. CoRR (2018)
Elham Etemad, Shadrokh Samavi, S. M. Reza Soroushmehr, Nader Karimi, Mohammad Etemad, Shahram Shirani, Kayvan Najarian
Robust image watermarking scheme using bit-plane of hadamard coefficients. Multim. Tools Appl. 77 (2) (2018)
Mina Nasr-Esfahani, Majid Mohrekesh, Mojtaba Akbari, S. M. Reza Soroushmehr, Ebrahim Nasr-Esfahani, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. EMBC (2018)
Mohsen Hooshmand, S. M. Reza Soroushmehr, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Automatic Midline Shift Detection in Traumatic Brain Injury. EMBC (2018)
Zhi Li, Harm Derksen, Jonathan Gryak, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. EMBC (2018)
Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. Mohamad R. Soroushmehr, Shahram Shirani, Kayvan Najarian, Shadrokh Samavi
Adaptive Real-Time Removal of Impulse Noise in Medical Images. J. Medical Syst. 42 (11) (2018)
Mojtaba Akbari, Majid Mohrekesh, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. EMBC (2018)
Mojtaba Akbari, Majid Mohrekesh, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. ICIP (2018)
Shima Rafiei, Ebrahim Nasr-Esfahani, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Liver segmentation in CT images using three dimensional to two dimensional fully connected network. CoRR (2018)
Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. EMBC (2018)
Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee. K. Nallamothu, Kayvan Najarian
Segmentation of vessels in angiograms using convolutional neural networks. Biomed. Signal Process. Control. 40 (2018)
Alexandr A. Kalinin, Gerald A. Higgins, Narathip Reamaroon, S. M. Reza Soroushmehr, Ari Allyn-Feuer, Ivo D. Dinov, Kayvan Najarian, Brian D. Athey
Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. CoRR (2018)
Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami
ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. CoRR (2018)
Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian
Supraventricular Tachycardia Detection via Machine Learning Algorithms. BIBM (2018)
Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. CoRR (2018)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Kayvan Najarian, Nader Karimi, Shadrokh Samavi, S. M. Reza Soroushmehr
Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. ICIP (2018)
Mahdi Ahmadi, Ali Emami, Mohsen Hajabdollahi, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. CoRR (2018)
Olivia Alge, Jonathan Gryak, Yingqi Hua, Kayvan Najarian
Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. BIBM (2018)
Mohsen Hajabdollahi, Reza Esfandiarpoor, Pejman Khadivi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames. CoRR (2018)
Mohsen Hajabdollahi, Reza Esfandiarpoor, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian
Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. CoRR (2018)
Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. Int. J. Circuit Theory Appl. 46 (6) (2018)

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Kayvan Najarian