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ORCIDSana Syed
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2020 – today
- 2025
[i16]Nazanin Moradinasab, Saurav Sengupta, Jiebei Liu, Sana Syed, Donald E. Brown:
Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment. CoRR abs/2503.09498 (2025)- 2024
- [c17]Kevin Lin
, Donald E. Brown, Sana Syed, Adam Greene:
ERDS: Optimizing Domains Using Observation-Based Extremity. ICBRA 2024: 1-8 - [c16]Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene:
Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation. ICMVA 2024: 150-153 - 2023
- [c15]Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene:
Uncertainty Quantification for Eosinophil Segmentation. ICBRA 2023: 15-19 - [i15]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 abs/2308.13035 (2023) - [i14]Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene:
Uncertainty Quantification for Eosinophil Segmentation. CoRR abs/2309.16536 (2023) - 2022
- [j3]Jason A. Papin, Jessica Keim-Malpass, Sana Syed:
Ten simple rules for launching an academic research career. PLoS Comput. Biol. 18(12): 1010689 (2022) - [c14]Payden McBee, Fatima Zulqarnain, Sana Syed, Donald E. Brown:
Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation. EMBC 2022: 4740-4744 - [c13]Yash Sharma, Sana Syed, Donald E. Brown:
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. MICCAI (2) 2022: 345-355 - [i13]Yash Sharma, Sana Syed, Donald E. Brown:
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. CoRR abs/2206.14437 (2022) - 2021
- [j2]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) - [c12]Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown:
HistoTransfer: Understanding Transfer Learning for Histopathology. BHI 2021: 1-4 - [c11]Sodiq Adewole, Philip Fernandez, James A. 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: 388-399 - [c10]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: 44-55 - [c9]J. Vince Pulido, Sana Syed, Donald E. Brown:
CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images. BIOIMAGING 2021: 56-64 - [c8]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: 682-698 - [i12]Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James A. 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 abs/2101.04240 (2021) - [i11]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 abs/2101.05326 (2021) - [i10]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 abs/2103.10626 (2021) - [i9]Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown:
HistoTransfer: Understanding Transfer Learning for Histopathology. CoRR abs/2106.07068 (2021) - [i8]Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown:
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos. CoRR abs/2110.09067 (2021) - [i7]Sodiq Adewole, Philip Fernandez, James A. 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 abs/2110.09110 (2021) - 2020
- [j1]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): 318 (2020) - [c7]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: 563-568 - [c6]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: 1-6 - [c5]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: 120-140 - [c4]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: 1659-1663 - [i6]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 abs/2005.03868 (2020) - [i5]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 abs/2006.07187 (2020)
2010 – 2019
- 2019
- [c3]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: 1-4 - [c2]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: 962-967 - [i4]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 abs/1904.05773 (2019) - [i3]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 abs/1908.03272 (2019) - [i2]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 abs/1909.01963 (2019) - [i1]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 abs/1910.03084 (2019) - 2010
- [c1]Uzair Saeed, Sana Syed, Sheryar Zahoor Qazi, Nida Khan, Aneeba Khan, Muhammad Babar:
Multi-advantage and Security Based Home Automation System. EMS 2010: 7-11
Coauthor Index
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