Sana Syed

According to our database, Sana Syed authored at least 24 papers between 2010 and 2023.

Collaborative distances:

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

2023

The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning.

Shan Guleria, Benjamin Schwartz, Yash Sharma, Philip Fernandez, James A. Jablonski, Sodiq Adewole, Sanjana Srivastava, Fisher Rhoads, Michael D. Porter, Michelle Yeghyayan, Dylan Hyatt, Andrew Copland, Lubaina Ehsan, Donald E. Brown, Sana Syed

CoRR, 2023

Uncertainty Quantification for Eosinophil Segmentation.

Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene

Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications, 2023

2022

Ten simple rules for launching an academic research career.

Jason A. Papin, Jessica Keim-Malpass, Sana Syed

PLoS Comput. Biol., December, 2022

MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation.

Yash Sharma, Sana Syed, Donald E. Brown

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation.

Payden McBee, Fatima Zulqarnain, Sana Syed, Donald E. Brown

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Ten simple rules for engaging with artificial intelligence in biomedicine.

Avni Malik, Paranjay Patel, Lubaina Ehsan, Shan Guleria, Thomas Hartka, Sodiq Adewole, Sana Syed

PLoS Comput. Biol., 2021

Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos.

Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown

CoRR, 2021

Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos.

Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown

CoRR, 2021

Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video.

Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown

CoRR, 2021

Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification.

Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images.

J. Vince Pulido, Sana Syed, Donald E. Brown

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision.

William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Graph Convolutional Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos.

Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

HistoTransfer: Understanding Transfer Learning for Histopathology.

Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach.

Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown

Inf., 2020

Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy Videos.

J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Tilak Shah, Sana Syed, Donald E. Brown

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Self-attentive Adversarial Stain Normalization.

Aman Shrivastava, William Adorno, Yash Sharma, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images.

Rasoul Sali, Sodiq Adewole, Lubaina Ehsan, Lee A. Denson, Paul Kelly, Beatrice C. Amadi, Lori Holtz, Syed Asad Ali, Sean R. Moore, Sana Syed, Donald E. Brown

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Semi-Supervised Classification of Noisy, Gigapixel Histology Images.

J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Matthew Fasullo, Robert Lippman, Pritesh Mutha, Tilak Shah, Sana Syed, Donald E. Brown

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Self-Attentive Adversarial Stain Normalization.

Aman Shrivastava, William Adorno, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed

CoRR, 2019

Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks.

Kamran Kowsari, Rasoul Sali, Marium N. Khan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown

CoRR, 2019

CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks.

Rasoul Sali, Lubaina Ehsan, Kamran Kowsari, Marium N. Khan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease.

Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium N. Khan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2010

Multi-advantage and Security Based Home Automation System.

Uzair Saeed, Sana Syed, Sheryar Zahoor Qazi, Nida Khan, Aneeba Khan, Muhammad Babar

Proceedings of the Fourth UKSim European Symposium on Computer Modeling and Simulation, 2010