Works from 2021
Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning, Ebrahim Babaeian, Paheding Sidike, Nahian Siddique, Vijay K. Devabhaktuni, and Markus Tuller
Incremental value of left ventricular shape parameters measured by gated SPECT MPI in predicting the super-response to CRT, Zhuo He, Fernando de Amorim Fernandes, Erivelton Alessandro do Nascimento, Ernest V. Garcia, Claudio T. Mesquita, and Weihua Zhou
Prognostic value of left ventricular mechanical dyssynchrony in hypertrophic cardiomyopathy patients with low risk of sudden cardiac death, Wanying Jiang, Yanyun Liu, Zhuo He, Yanli Zhou, Cheng Wang, Zhixin Jiang, and Weihua Zhou
Trends in Deep Learning for Medical Hyperspectral Image Analysis, Uzair Khan, Paheding Sidike, Colin Elkin, and Vijay Devabhaktuni
MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information, Xiaoming Liu, Zhengsheng Guo, Jun Cao, and Jinshan Tang
Trailer angle estimation using radar point clouds, Kunle T. Olutomilayo, Mojtaba Bahramgiri, Saeid Nooshabadi, Jin Hyoung Oh, Mohsen Lakehal-Ayat, Douglas Rogan, and Daniel R. Fuhrmann
Field-scale crop yield prediction using multi-temporal WorldView-3 and PlanetScope satellite data and deep learning, Vasit Sagan, Maitiniyazi Maimaitijiang, Sourav Bhadra, Matthew Maimaitiyiming, Davis R. Brown, Paheding Sidike, and Felix B. Fritschi
Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data, Vasit Sagan, Maitiniyazi Maimaitijiang, Sidike Paheding, Sourav Bhadra, Nichole Gosselin, Max Burnette, Jeffrey Demieville, Sean Hartling, David LeBauer, Maria Newcomb, Duke Pauli, Kyle T. Peterson, Nadia Shakoor, Abby Stylianou, Charles S. Zender, and Todd C. Mockler
Interfacing Computing Platforms for Dynamic Control and Identification of an Industrial KUKA Robot Arm, Laith Salameen, Abdelkarim Estatieh, Salman Darbisi, Tarek A. Tutunji, and Nathir A. Rawashdeh
Recurrent residual U-net with efficientnet encoder for medical image segmentation, Nahian Siddique, Sidike Paheding, Md Zahangir Alom, and Vijay Devabhaktuni
3D fusion between fluoroscopy angiograms and SPECT myocardial perfusion images to guide percutaneous coronary intervention, Haipeng Tang, Robert R. Bober, Chao Zhang, Chaoyang Zhang, Huiqing Zhu, Zhuo He, Zhihui Xu, and Weihua Zhou
Automatic extraction and stenosis evaluation of coronary arteries in invasive coronary angiograms, Chen Zhao, Aviral Vij, Saurabh Malhotra, Jinshan Tang, Haipeng Tang, Drew Pienta, Zhihui Xu, and Weihua Zhou
Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images, Chen Zhao, Yan Xu, Zhuo He, Jinshan Tang, Yijun Zhang, Jungang Han, Yuxin Shi, and Weihua Zhou
Semantic segmentation using deep learning to extract total extraocular muscles and optic nerve from orbital computed tomography images, Fubao Zhu, Zhengyuan Gao, Chen Zhao, Zelin Zhu, Jinshan Tang, Yanyun Liu, Shaojie Tang, Chengzhi Jiang, Xinhui Li, Min Zhao, and Weihua Zhou
Works from 2020
Visual feature extraction from dermoscopic colour images for classification of melanocytic skin lesions, Walid Al-Zyoud, Athar Abu Helou, Eslam AlQasem, and Nathir A. Rawashdeh
The Design of a Holistic mHealth Community Library Model and Its Impact on Empowering Rural America, Guy Hembroff, Daniel Boyle, and Timothy Van Wagner
Deep learning for the identification of bruised apples by fusing 3D deep features for apple grading systems, Zilong Hu, Jinshan Tang, Ping Zhang, and Jingfeng Jiang
Leveraging very-high spatial resolution hyperspectral and thermal UAV imageries for characterizing diurnal indicators of grapevine physiology, Matthew Maimaitiyiming, Vasit Sagan, Paheding Sidike, Maitiniyazi Maimaitijiang, Allison J. Miller, and Misha Kwasniewski
A pilot study to determine if left ventricular activation time is a useful parameter for left bundle branch capture: Validated by ventricular mechanical synchrony with SPECT imaging, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Yuanhao Qiu, Zeyu Jiang, Hongping Wu, Zhongqiang Zhao, Weihua Zhou, and Jiangang Zou
Binary chemical reaction optimization based feature selection techniques for machine learning classification problems, P. C. Srinivasa Rao, A. J. Sravan Kumar, Quamar Niyaz, Paheding Sidike, and Vijay K. Devabhaktuni
Left ventricular systolic and diastolic dyssynchrony to improve cardiac resynchronization therapy response in heart failure patients with dilated cardiomyopathy., Cheng Wang, Jianzhou Shi, Jiacheng Ge, Haipeng Tang, Zhuo He, Yanyun Liu, and Weihua Zhou
Incremental value of myocardial wall motion and thickening to perfusion alone by gated SPECT myocardial perfusion imaging for viability assessment in patients with ischemic heart failure., Feifei Zhang, Jianfeng Wang, Xiaoliang Shao, Minfu Yang, Yongxiang Qian, Xiaoyu Yang, Zhifang Wu, Sijin Li, Wenchong Xin, Yunmei Shi, Bao Liu, Wenji Yu, Zhuo He, Weihua Zhou, and Yuetao Wang
Analyze informant-based questionnaire for the early diagnosis of senile dementia using deep learning, Fubao Zhu, Xiaonan Li, Daniel Mcgonigle, Haipeng Tang, Zhuo He, Chaoyang Zhang, Guang-Uei Hung, Pai-Yi Chiu, and Weihua Zhou
Works from 2019
Board 3: Engineering technology scholars-IMProving retention and student success (ETS-IMPRESS): First year progress report, Nasser Alaraje, Lorelle A. Meadows, Laura Fiss, Susan L. Amato-Henderson, Guy Hembroff, Aleksandr Sergeyev, Kellie H. Raffaelli, and John L. Irwin
Scene classification via learning a multi-branch convolutional network, Xiaoyong Bian, Chunfang Chen, Yang Chen, Xiongjun Fei, and Jinshan Tang
An image contrast enhancement algorithm in the wavelet domain with visual feature for visually impair, Fahao Qiao and Jinshan Tang
Hendee’s physics of medical imaging, Ehsan Samei and Donald J. Peck
Inference of Tampered Smart Meters with Validations from Feeder-Level Power Injections, Yachen Tang, Chee Wooi Ten, and Kevin P. Schneider
Works from 2018
Identification of bruised apples using a 3-D multi-order local binary patterns based feature extraction algorithm, Zilong Hu, Jinshan Tang, Ping Zhang, and Babu P. Patlolla
Addressing Rural Industry and Student Needs through the Manufacturing of a Community College and University Partnership in Mechatronics and Robotics Systems, Mark Bradley Kinney, Mark Highum, Aleksandr Sergeyev, and Scott A. Kuhl
Michigan hand outcomes questionnaire for the evaluation of patients with mucopolysaccharidosis, Marcos A Matos, Ingrid C F Barboza, Marina V A R Ferraz, and Guy Hembroff
A novel kinect-based algorithm for inferring the position of the lower body joints using human gait pattern, Sagda Elmahi Kabashi Osman, Guy Hembroff, and Marcos A Matos
Book title recognition for smart library with deep learning, Jinshan Tang, Ziming Wang, and Liang Lei
Works from 2017
A virtual machine placement algorithm with energy-efficiency in cloud computing, Yu Cai
Works from 2016
Bridging the technology gap in health care: Developing a model to better help those who help others, Guy Hembroff and Marcos A Matos
A hybrid algorithm for the segmentation of books in libraries, Zilong Hu, Jinshan Tang, and Liang Lei
Fruit bruise detection based on 3D meshes and machine learning technologies, Zilong Hu, Jinshan Tang, and Ping Zhang
Works from 2015
Prediction of hot regions in protein-protein interaction by combining density-based incremental clustering with feature-based classification., Jing Hu, Xiaolong Zhang, Xiaoming Liu, and Jinshan Tang
Works from 2009
Secure healthcare information exchange for local domains, Guy Hembroff and Searl Muftic