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2020 – today
- 2024
[c12]Yuyang Hu, Satya V. V. N. Kothapalli, Weijie Gan, Alexander L. Sukstanskii, Gregory F. Wu, Manu Goyal, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov:
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model. ISBI 2024: 1-4- [i17]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:
Prediction of Breast Cancer Recurrence Risk Using a Multi-Model Approach Integrating Whole Slide Imaging and Clinicopathologic Features. CoRR abs/2401.15805 (2024) - 2023
- [i16]Manu Goyal, Laura J. Tafe
, James X. Feng, Kristen E. Muller, Liesbeth Hondelink, Jessica L. Bentz, Saeed Hassanpour:
Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer. CoRR abs/2312.08479 (2023) - 2022
- [c11]Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa:
Automated kidney segmentation by mask R-CNN in T2-weighted magnetic resonance imaging. Medical Imaging: Computer-Aided Diagnosis 2022 - [c10]Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap:
Computerised Methods for Monitoring Diabetic Foot Ulcers on Plantar Foot: A Feasibility Study. MIUA 2022: 199-211 - [i15]Moi Hoon Yap, Connah Kendrick, Neil D. Reeves, Manu Goyal, Joseph M. Pappachan, Bill Cassidy:
Development of Diabetic Foot Ulcer Datasets: An Overview. CoRR abs/2201.00163 (2022) - 2021
- [j12]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:
Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. Comput. Biol. Medicine 135: 104596 (2021) - [c9]Manu Goyal, Judith Austin-Strohbehn, Sean J. Sun, Karen Rodriguez, Jessica M. Sin, Yvonne Y. Cheung, Saeed Hassanpour:
Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs. AIME 2021: 307-317 - [c8]Moi Hoon Yap, Connah Kendrick, Neil D. Reeves, Manu Goyal, Joseph M. Pappachan, Bill Cassidy:
Development of Diabetic Foot Ulcer Datasets: An Overview. DFUC@MICCAI 2021: 1-18 - [i14]Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa:
Automated Kidney Segmentation by Mask R-CNN in T2-weighted Magnetic Resonance Imaging. CoRR abs/2108.12506 (2021) - 2020
- [j11]Manu Goyal, Amanda Oakley, Priyanka Bansal, Darren Dancey, Moi Hoon Yap:
Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods. IEEE Access 8: 4171-4181 (2020) - [j10]Moi Hoon Yap, Manu Goyal, Fatima Osman, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar:
Breast ultrasound region of interest detection and lesion localisation. Artif. Intell. Medicine 107: 101880 (2020) - [j9]Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Naseer Ahmad, Chuan Wang, Moi Hoon Yap:
Recognition of ischaemia and infection in diabetic foot ulcers: Dataset and techniques. Comput. Biol. Medicine 117: 103616 (2020) - [j8]Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Saeed Hassanpour:
Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities. Comput. Biol. Medicine 127: 104065 (2020) - [j7]Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap:
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. IEEE Trans. Emerg. Top. Comput. Intell. 4(5): 728-739 (2020) - [c7]Manu Goyal, Moi Hoon Yap, Saeed Hassanpour:
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks. BIOINFORMATICS 2020: 290-295 - [i13]Manu Goyal, Saeed Hassanpour:
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection. CoRR abs/2007.07922 (2020) - [i12]Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Manu Goyal, Hongtao Zhu, Bill Cassidy, 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 Pappachan, Claire O'Shea, Eibe Frank:
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation. CoRR abs/2010.03341 (2020) - [i11]Manu Goyal, Judith Austin-Strohbehn, Sean J. Sun, Karen Rodriguez, Jessica M. Sin, Yvonne Y. Cheung, Saeed Hassanpour:
Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs. CoRR abs/2010.08872 (2020)
2010 – 2019
- 2019
- [j6]Krishnan S. Anand, Manu Goyal:
Ethics, Bounded Rationality, and IP Sharing in IT Outsourcing. Manag. Sci. 65(11): 5252-5267 (2019) - [j5]Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap:
Robust Methods for Real-Time Diabetic Foot Ulcer Detection and Localization on Mobile Devices. IEEE J. Biomed. Health Informatics 23(4): 1730-1741 (2019) - [c6]Manu Goyal, Jiahua Ng, Amanda Oakley, Moi Hoon Yap:
Skin lesion boundary segmentation with fully automated deep extreme cut methods. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530Q - [c5]Jiahua Ng, Manu Goyal, Brett Hewitt, Moi Hoon Yap:
The effect of color constancy algorithms on semantic segmentation of skin lesions. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530R - [i10]Manu Goyal, Moi Hoon Yap:
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods. CoRR abs/1902.00809 (2019) - [i9]Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Naseer Ahmad, Chuan Wang, Moi Hoon Yap:
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques. CoRR abs/1908.05317 (2019) - [i8]Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Amanda Oakley, Saeed Hassanpour:
Artificial Intelligence for Diagnosis of Skin Cancer: Challenges and Opportunities. CoRR abs/1911.11872 (2019) - 2018
- [c4]Moi Hoon Yap, Manu Goyal, Fatima Osman, Ezak Ahmad, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar:
End-to-end breast ultrasound lesions recognition with a deep learning approach. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057819 - [i7]Ezak Ahmad, Manu Goyal, Jamie S. McPhee, Hans Degens, Moi Hoon Yap:
Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images. CoRR abs/1801.00415 (2018) - [i6]Manu Goyal, Jiahua Ng, Moi Hoon Yap:
Multi-Class Lesion Diagnosis with Pixel-wise Classification Network. CoRR abs/1807.09227 (2018) - [i5]Manu Goyal, Moi Hoon Yap:
Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation. CoRR abs/1807.10711 (2018) - 2017
- [c3]Jhan S. Alarifi, Manu Goyal, Adrian K. Davison, Darren Dancey, Rabia Khan, Moi Hoon Yap:
Facial Skin Classification Using Convolutional Neural Networks. ICIAR 2017: 479-485 - [c2]Manu Goyal, Moi Hoon Yap, Neil D. Reeves, Satyan Rajbhandari, Jennifer Spragg:
Fully convolutional networks for diabetic foot ulcer segmentation. SMC 2017: 618-623 - [c1]Omaima FathElrahman Osman, Remah Mutasim Ibrahim Elbashir, Imad Eldain Abbass, Connah Kendrick, Manu Goyal, Moi Hoon Yap:
Automated assessment of facial wrinkling: A case study on the effect of smoking. SMC 2017: 1081-1086 - [i4]Omaima FathElrahman Osman, Remah Mutasim Ibrahim Elbashir, Imad Eldain Abbass, Connah Kendrick, Manu Goyal, Moi Hoon Yap:
Automated Assessment of Facial Wrinkling: a case study on the effect of smoking. CoRR abs/1708.01844 (2017) - [i3]Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap:
Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation. CoRR abs/1708.01928 (2017) - [i2]Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap:
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. CoRR abs/1711.10448 (2017) - [i1]Manu Goyal, Moi Hoon Yap:
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks. CoRR abs/1711.10449 (2017) - 2013
- [j4]Anandasivam Gopal, Manu Goyal, Serguei Netessine, Matthew J. Reindorp:
The Impact of New Product Introduction on Plant Productivity in the North American Automotive Industry. Manag. Sci. 59(10): 2217-2236 (2013) - 2011
- [j3]Manu Goyal, Serguei Netessine:
Volume Flexibility, Product Flexibility, or Both: The Role of Demand Correlation and Product Substitution. Manuf. Serv. Oper. Manag. 13(2): 180-193 (2011)
2000 – 2009
- 2009
- [j2]Krishnan S. Anand, Manu Goyal:
Strategic Information Management Under Leakage in a Supply Chain. Manag. Sci. 55(3): 438-452 (2009) - 2007
- [j1]Manu Goyal, Serguei Netessine:
Strategic Technology Choice and Capacity Investment Under Demand Uncertainty. Manag. Sci. 53(2): 192-207 (2007)
Coauthor Index
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