Sandeep Gopalakrishnan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Electronic Medical Record

Image Classification

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Chuanbo Wang, Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, Sandeep Gopalakrishnan, Jeffrey A. Niezgoda, Zeyun Yu
FUSeg: The Foot Ulcer Segmentation Challenge. Inf. 15 (3) (2024)
Mrinal Kanti Dhar, Chuanbo Wang, Yash Patel, Taiyu Zhang, Jeffrey A. Niezgoda, Sandeep Gopalakrishnan, Keke Chen, Zeyun Yu
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study. CoRR (2024)
Mrinal Kanti Dhar, Taiyu Zhang, Yash Patel, Sandeep Gopalakrishnan, Zeyun Yu
FUSegNet: A deep convolutional neural network for foot ulcer segmentation. Biomed. Signal Process. Control. 92 (2024)
Yash Patel, Tirth Shah, Mrinal Kanti Dhar, Taiyu Zhang, Jeffrey A. Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Integrated Image and Location Analysis for Wound Classification: A Deep Learning Approach. CoRR (2023)
Chuanbo Wang, Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu
FUSeg: The Foot Ulcer Segmentation Challenge. CoRR (2022)
D. M. Anisuzzaman, Yash Patel, Jeffrey A. Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
A Mobile App for Wound Localization Using Deep Learning. IEEE Access 10 (2022)
Farnaz H. Foomani, D. M. Anisuzzaman, Jeffrey Niezgoda, Jonathan Niezgoda, William Guns, Sandeep Gopalakrishnan, Zeyun Yu
Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks. J. Biomed. Informatics 125 (2022)
Farnaz H. Foomani, Shahzad Mirza, Sahjid Mukhida, Kannuri Sriram, Zeyun Yu, Aayush Gupta, Sandeep Gopalakrishnan
Machine learning techniques to identify antibiotic resistance in patients diagnosed with various skin and soft tissue infections. CoRR (2022)
D. M. Anisuzzaman, Yash Patel, Jeffrey A. Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Wound Severity Classification using Deep Neural Network. CoRR (2022)
Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Multiclass Burn Wound Image Classification Using Deep Convolutional Neural Networks. CoRR (2021)
Behrouz Rostami, D. M. Anisuzzaman, Chuanbo Wang, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu
Multiclass wound image classification using an ensemble deep CNN-based classifier. Comput. Biol. Medicine 134 (2021)
D. M. Anisuzzaman, Yash Patel, Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Multi-modal Wound Classification using Wound Image and Location by Deep Neural Network. CoRR (2021)
Farnaz H. Foomani, D. M. Anisuzzaman, Jeffrey Niezgoda, Jonathan Niezgoda, William Guns, Sandeep Gopalakrishnan, Zeyun Yu
Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks. CoRR (2021)
Chuanbo Wang, D. M. Anisuzzaman, Victor Williamson, Mrinal Kanti Dhar, Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks. CoRR (2020)
Behrouz Rostami, D. M. Anisuzzaman, Chuanbo Wang, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu
Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier. CoRR (2020)
D. M. Anisuzzaman, Chuanbo Wang, Behrouz Rostami, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu
Image Based Artificial Intelligence in Wound Assessment: A Systematic Review. CoRR (2020)
D. M. Anisuzzaman, Yash Patel, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
A Mobile App for Wound Localization using Deep Learning. CoRR (2020)