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

Oct 17, 2020
Manu Goyal, Judith Austin-Strohbehn, Sean J. Sun, Karen Rodriguez, Jessica M. Sin, Yvonne Y. Cheung, Saeed Hassanpour

* 21 Pages, 4 Tables and 6 Figures 

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Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation

Oct 15, 2020
Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brungel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Ruckert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea, Eibe Frank

* 18 pages, 17 figures, 10 tables 

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A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection

Jul 15, 2020
Manu Goyal, Saeed Hassanpour

* 8 Pages and DFUC Challenge 

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Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities

Dec 05, 2019
Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Amanda Oakley, Saeed Hassanpour


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Artificial Intelligence for Diagnosis of Skin Cancer: Challenges and Opportunities

Nov 26, 2019
Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Amanda Oakley, Saeed Hassanpour


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Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques

Sep 11, 2019
Manu Goyal, Neil Reeves, Satyan Rajbhandari, Naseer Ahmad, Chuan Wang, Moi Hoon Yap

* 10 pages, 11 figures and 5 tables 

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

Feb 02, 2019
Manu Goyal, Moi Hoon Yap

* arXiv admin note: text overlap with arXiv:1711.10449 

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Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images

Aug 09, 2018
Ezak Ahmad, Manu Goyal, Jamie S. McPhee, Hans Degens, Moi Hoon Yap

* 27 pages, 7 figures and 5 tables 

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

Jul 27, 2018
Manu Goyal, Moi Hoon Yap

* Natural Augmentation 

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Multi-Class Lesion Diagnosis with Pixel-wise Classification Network

Jul 24, 2018
Manu Goyal, Jiahua Ng, Moi Hoon Yap

* 6 pages, 4 figures and 2 tables 

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Automated Assessment of Facial Wrinkling: a case study on the effect of smoking

Dec 31, 2017
Omaima FathElrahman Osman, Remah Mutasim Ibrahim Elbashir, Imad Eldain Abbass, Connah Kendrick, Manu Goyal, Moi Hoon Yap

* 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Banff, AB, 2017, pp. 1081-1086 
* 6 pages, 8 figures, Accepted in 2017 IEEE SMC International Conference 

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DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification

Dec 10, 2017
Manu Goyal, Neil D. Reeves, Adrian K. Davison, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

* Submitted to IEEE Access Journal 

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

Nov 28, 2017
Manu Goyal, Moi Hoon Yap

* Submitted to IEEE JBHI Special Issue on Skin Lesion Image Analysis for Melanoma Detection 

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Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation

Aug 06, 2017
Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Jennifer Spragg, Moi Hoon Yap

* 7 pages, 5 figures, 2017 IEEE SMC International Conference (To appear) 

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