Manu Goyal

According to our database, Manu Goyal authored at least 33 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Prediction of Breast Cancer Recurrence Risk Using a Multi-Model Approach Integrating Whole Slide Imaging and Clinicopathologic Features.

Manu Goyal, Jonathan D. Marotti, Adrienne A. Workman, Elaine P. Kuhn, Graham M. Tooker, Seth K. Ramin, Mary D. Chamberlin, Roberta M. diFlorio-Alexander, Saeed Hassanpour

CoRR, 2024

DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model.

Yuyang Hu, Satya V. V. N. Kothapalli, Weijie Gan, Alexander L. Sukstanskii, Gregory F. Wu, Manu Goyal, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer.

Manu Goyal, Laura J. Tafe, James X. Feng, Kristen E. Muller, Liesbeth Hondelink, Jessica L. Bentz, Saeed Hassanpour

CoRR, 2023

2022

Computerised Methods for Monitoring Diabetic Foot Ulcers on Plantar Foot: A Feasibility Study.

Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Automated kidney segmentation by mask R-CNN in T2-weighted magnetic resonance imaging.

Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Deep learning in diabetic foot ulcers detection: A comprehensive evaluation.

Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Bill Cassidy, Manu Goyal, Hongtao Zhu, Johannes Rückert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David B. Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph M. Pappachan, Claire O'Shea, Eibe Frank

Comput. Biol. Medicine, 2021

Development of Diabetic Foot Ulcer Datasets: An Overview.

Moi Hoon Yap, Connah Kendrick, Neil D. Reeves, Manu Goyal, Joseph M. Pappachan, Bill Cassidy

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021

Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs.

Manu Goyal, Judith Austin-Strohbehn, Sean J. Sun, Karen Rodriguez, Jessica M. Sin, Yvonne Y. Cheung, Saeed Hassanpour

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification.

Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

IEEE Trans. Emerg. Top. Comput. Intell., 2020

A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection.

Manu Goyal, Saeed Hassanpour

CoRR, 2020

Recognition of ischaemia and infection in diabetic foot ulcers: Dataset and techniques.

Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Naseer Ahmad, Chuan Wang, Moi Hoon Yap

Comput. Biol. Medicine, 2020

Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities.

Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Saeed Hassanpour

Comput. Biol. Medicine, 2020

Breast ultrasound region of interest detection and lesion localisation.

Moi Hoon Yap, Manu Goyal, Fatima Osman, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar

Artif. Intell. Medicine, 2020

Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods.

Manu Goyal, Amanda Oakley, Priyanka Bansal, Darren Dancey, Moi Hoon Yap

IEEE Access, 2020

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks.

Manu Goyal, Moi Hoon Yap, Saeed Hassanpour

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Robust Methods for Real-Time Diabetic Foot Ulcer Detection and Localization on Mobile Devices.

Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap

IEEE J. Biomed. Health Informatics, 2019

Ethics, Bounded Rationality, and IP Sharing in IT Outsourcing.

Krishnan S. Anand, Manu Goyal

Manag. Sci., 2019

Artificial Intelligence for Diagnosis of Skin Cancer: Challenges and Opportunities.

Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Amanda Oakley, Saeed Hassanpour

CoRR, 2019

Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods.

Manu Goyal, Moi Hoon Yap

CoRR, 2019

The effect of color constancy algorithms on semantic segmentation of skin lesions.

Jiahua Ng, Manu Goyal, Brett Hewitt, Moi Hoon Yap

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Skin lesion boundary segmentation with fully automated deep extreme cut methods.

Manu Goyal, Jiahua Ng, Amanda Oakley, Moi Hoon Yap

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation.

Manu Goyal, Moi Hoon Yap

CoRR, 2018

Multi-Class Lesion Diagnosis with Pixel-wise Classification Network.

Manu Goyal, Jiahua Ng, Moi Hoon Yap

CoRR, 2018

Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images.

Ezak Ahmad, Manu Goyal, Jamie S. McPhee, Hans Degens, Moi Hoon Yap

CoRR, 2018

End-to-end breast ultrasound lesions recognition with a deep learning approach.

Moi Hoon Yap, Manu Goyal, Fatima Osman, Ezak Ahmad, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks.

Manu Goyal, Moi Hoon Yap

CoRR, 2017

Automated assessment of facial wrinkling: A case study on the effect of smoking.

Omaima FathElrahman Osman, Remah Mutasim Ibrahim Elbashir, Imad Eldain Abbass, Connah Kendrick, Manu Goyal, Moi Hoon Yap

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Fully convolutional networks for diabetic foot ulcer segmentation.

Manu Goyal, Moi Hoon Yap, Neil D. Reeves, Satyan Rajbhandari, Jennifer Spragg

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Facial Skin Classification Using Convolutional Neural Networks.

Jhan S. Alarifi, Manu Goyal, Adrian K. Davison, Darren Dancey, Rabia Khan, Moi Hoon Yap

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2013

The Impact of New Product Introduction on Plant Productivity in the North American Automotive Industry.

Anandasivam Gopal, Manu Goyal, Serguei Netessine, Matthew J. Reindorp

Manag. Sci., 2013

2011

Volume Flexibility, Product Flexibility, or Both: The Role of Demand Correlation and Product Substitution.

Manu Goyal, Serguei Netessine

Manuf. Serv. Oper. Manag., 2011

2009

Strategic Information Management Under Leakage in a Supply Chain.

Krishnan S. Anand, Manu Goyal

Manag. Sci., 2009

2007

Strategic Technology Choice and Capacity Investment Under Demand Uncertainty.

Manu Goyal, Serguei Netessine

Manag. Sci., 2007