An Optimizing Compiler for Parallel Chemistry Simulations. - Jun Cao; Ayush Goyal; Samuel P. Midkiff; James M. Caruthers (IPDPS, 2007)

A parallel levenberg-marquardt algorithm. - Jun Cao; Krista A. Novstrup; Ayush Goyal; Samuel P. Midkiff; James M. Caruthers (ICS, 2009)

An Optimizing Compiler for Parallel Chemistry Simulations. - Jun Cao; Ayush Goyal; Krista A. Novstrup; Samuel P. Midkiff; James M. Caruthers (Int. J. Parallel Program., 2009)

Parallel Simulation for Parameter Estimation of Optical Tissue Properties. - Mihai C. Duta; Jeyarajan Thiyagalingam; Anne E. Trefethen; Ayush Goyal; Vicente Grau; Nic Smith (Euro-Par (2), 2010)

Model-Based Vasculature Extraction From Optical Fluorescence Cryomicrotome Images. - Ayush Goyal; Jack Lee; Pablo Lamata; Jeroen P. H. M. van den Wijngaard; Pepijn van Horssen; Jos A. E. Spaan; Maria Siebes; Vicente Grau; Nic Smith (IEEE Trans. Medical Imaging, 2013)

Vasculature reconstruction from 3D cryomicrotome images. - Ayush Goyal (2013)

Image based sub-second fast fully automatic complete cardiac cycle left ventricle segmentation in multi frame cardiac MRI images using pixel clustering and labelling. - Vinayak Ray; Ayush Goyal (IC3, 2015)

Image-based pixel clustering and connected component labeling in left ventricle segmentation of cardiac MR images. - Anupama Bhan; Ayush Goyal; Malay Kishore Dutta; Kamil Ríha; Yara Omran (ICUMT, 2015)

Left Ventricle wall extraction in cardiac MRI using region based level sets and vector field convolution. - Anupama Bhan; Ayush Goyal; Malay Kishore Dutta; Dushyant Sankhla; Pankhuri Khanna; Carlos M. Travieso; Jesús Bernardino Alonso Hernández (IWOBI, 2015)

Automatic Left Ventricle Segmentation in Cardiac MRI Images Using a Membership Clustering and Heuristic Region-Based Pixel Classification Approach. - Vinayak Ray; Ayush Goyal (SIRS, 2015)

Automatic Pattern Recognition for Detection of Disease from Blood Drop Stain Obtained with Microfluidic Device. - Basant S. Sikarwar; Mukesh Roy; Priya Ranjan; Ayush Goyal (SIRS, 2015)

An MSE (mean square error) based analysis of deconvolution techniques used for deblurring/restoration of MRI and CT Images. - Poonam Sharma; Saloni Sharma; Ayush Goyal (ICTCS, 2016)

Developement of a Neurological Disease Prediction Framework for Assisting Neurologits to Automatically Segment Gray and White Matter Regions in Brain MRI Images of Patients. - Sunayana Tirumalasetty; Manish K. Arya; Rajeev Agrawal; Gahangir Hossain; Adityan Jothi; Ashwani Kumar Dubey; Rajab Challoo; Ayush Goyal (EIT, 2018)

Hybrid Segmentation of Malaria-Infected Cells in Thin Blood Slide Images. - Sayantan Bhattacharya; Anupama Bhan; Ayush Goyal (ISDA (2), 2018)

Representation Learning on Graphs by Integrating Content and Structure Information. - Ayush Maheshwari; Ayush Goyal; Amit Kumar; Manjesh Kumar Hanawal; Ganesh Ramakrishnan (COMSNETS, 2019)

Image-based clustering and connected component labeling for rapid automated left and right ventricular endocardial volume extraction and segmentation in full cardiac cycle multi-frame MRI images of cardiac patients. - Ayush Goyal (Medical Biol. Eng. Comput., 2019)

Enhancing Assistive Technology with Biomimicry and Social Robots. - Saurav Gandhi; Ayush Goyal (HIS, 2020)

A Machine Learning Method for Recognizing Invasive Content in Memes. - Devottam Gaurav; Shishir K. Shandilya; Sanju Mishra Tiwari; Ayush Goyal (KGSWC, 2020)

The Jet-I-U: A biomimetic assistive robot for the visually impaired and elderly. - Saurav Gandhi; Ayush Goyal (Int. J. Hybrid Intell. Syst., 2020)

Machine intelligence-based algorithms for spam filtering on document labeling. - Devottam Gaurav; Sanju Mishra Tiwari; Ayush Goyal; Niketa Gandhi; Ajith Abraham (Soft Comput., 2020)

Deep learning using computer vision in self driving cars for lane and traffic sign detection. - Nitin Kanagaraj; David Hicks; Ayush Goyal; Sanju Mishra Tiwari; Ghanapriya Singh (Int. J. Syst. Assur. Eng. Manag., 2021)

Smart home health monitoring system for predicting type 2 diabetes and hypertension. - Saiteja Prasad Chatrati; Gahangir Hossain; Ayush Goyal; Anupama Bhan; Sayantan Bhattacharya; Devottam Gaurav; Sanju Mishra Tiwari (J. King Saud Univ. Comput. Inf. Sci., 2022)

Object detection and activity recognition in video surveillance using neural networks. - Vishva Payghode; Ayush Goyal; Anupama Bhan; Sailesh Suryanarayan Iyer; Ashwani Kumar Dubey (Int. J. Web Inf. Syst., 2023)

COVID-19 radiograph prognosis using a deep CResNeXt network. - Dhirendra Prasad Yadav; Anand Singh Jalal; Ayush Goyal; Avdesh Mishra; Khem Uprety; Nirmal Guragai (Multim. Tools Appl., 2023)

Context-Aware and User Intent-Aware Follow-Up Question Generation (CA-UIA-QG): Mimicking User Behavior in Multi-Turn Setting. - Shujing Dong; Yuan Ling; Shunyan Luo; Shuyi Wang; Yarong Feng; Zongyi Joe Liu; Hongfei Li; Ayush Goyal; Bruce Ferry (IEEE Big Data, 2024)

Association of meteorological variables with leaf spot and fruit rot disease incidence in eggplant and YOLOv8-based disease classification. - Arya Kaniyassery; Ayush Goyal; Sachin Ashok Thorat; Mattu Radhakrishna Rao; Harsha K. Chandrashekar; Thokur Sreepathy Murali; Annamalai Muthusamy (Ecol. Informatics, 2024)

Cardiac MRI Segmentation Using Efficient ResNeXT-50-Based IEI Level Set and Anisotropic Sigmoid Diffusion Algorithms. - Anupama Bhan; Parthasarathi Mangipudi; Ayush Goyal (Int. J. Image Graph., 2024)

AI2DS: Advanced Deep Autoencoder-Driven Method for Intelligent Network Intrusion Detection Systems. - Md. Habibur Rahman; Leo Martinez; Avdesh Mishra; Mais Nijim; Ayush Goyal; David Hicks (ICAIC, 2025)