Sana Syed

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 33

Top Topics

Capsule Endoscopy

Unsupervised Segmentation

Convolutional Neural Networks

Top Venues

PLoS Comput. Biol.

Publications

Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation. ICMVA (2024)
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
The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning. CoRR (2023)
Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
Uncertainty Quantification for Eosinophil Segmentation. CoRR (2023)
Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
Uncertainty Quantification for Eosinophil Segmentation. ICBRA (2023)
Yash Sharma, Sana Syed, Donald E. Brown
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. MICCAI (2) (2022)
Yash Sharma, Sana Syed, Donald E. Brown
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. CoRR (2022)
Jason A. Papin, Jessica Keim-Malpass, Sana Syed
Ten simple rules for launching an academic research career. PLoS Comput. Biol. 18 (12) (2022)
Payden McBee, Fatima Zulqarnain, Sana Syed, Donald E. Brown
Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation. EMBC (2022)
Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video. CoRR (2021)
Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. MIDL (2021)
Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown
HistoTransfer: Understanding Transfer Learning for Histopathology. CoRR (2021)
Sodiq Adewole, Philip Fernandez, James Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos. CoRR (2021)
Sodiq Adewole, Philip Fernandez, James Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos. CoRR (2021)
William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision. BIOIMAGING (2021)
Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. CoRR (2021)
Sodiq Adewole, Philip Fernandez, James Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
Graph Convolutional Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos. IEEE BigData (2021)
Avni Malik, Paranjay Patel, Lubaina Ehsan, Shan Guleria, Thomas Hartka, Sodiq Adewole, Sana Syed
Ten simple rules for engaging with artificial intelligence in biomedicine. PLoS Comput. Biol. 17 (2) (2021)
J. Vince Pulido, Sana Syed, Donald E. Brown
CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images. BIOIMAGING (2021)
William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision. CoRR (2021)
Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown
HistoTransfer: Understanding Transfer Learning for Histopathology. BHI (2021)
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
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images. ICHI (2020)
Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach. Inf. 11 (6) (2020)
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
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images. CoRR (2020)
Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach. CoRR (2020)
Aman Shrivastava, William Adorno, Yash Sharma, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
Self-attentive Adversarial Stain Normalization. ICPR Workshops (1) (2020)
J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Tilak Shah, Sana Syed, Donald E. Brown
Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy Videos. ISBI (2020)
J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Matthew Fasullo, Robert Lippman, Pritesh Mutha, Tilak Shah, Sana Syed, Donald E. Brown
Semi-Supervised Classification of Noisy, Gigapixel Histology Images. BIBE (2020)
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
Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks. CoRR (2019)
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
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. BHI (2019)
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
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. CoRR (2019)
Rasoul Sali, Lubaina Ehsan, Kamran Kowsari, Marium N. Khan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks. CoRR (2019)
Aman Shrivastava, William Adorno, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed
Self-Attentive Adversarial Stain Normalization. CoRR (2019)
Rasoul Sali, Lubaina Ehsan, Kamran Kowsari, Marium N. Khan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks. BIBM (2019)
Uzair Saeed, Sana Syed, Sheryar Zahoor Qazi, Nida Khan, Aneeba Khan, Muhammad Babar
Multi-advantage and Security Based Home Automation System. EMS (2010)