Lubaina Ehsan

According to our database, Lubaina Ehsan authored at least 12 papers between 2019 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

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

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

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

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

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