Multi-advantage and Security Based Home Automation System. - Uzair Saeed; Sana Syed; Sheryar Zahoor Qazi; Nida Khan; Aneeba Khan; Muhammad Babar (EMS, 2010)

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 (BHI, 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 (BIBM, 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)

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)

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 (BIBE, 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 (ICHI, 2020)

Self-attentive Adversarial Stain Normalization. - Aman Shrivastava; William Adorno; Yash Sharma 002; Lubaina Ehsan; S. Asad Ali; Sean R. Moore; Beatrice C. Amadi; Paul Kelly; Sana Syed; Donald E. Brown (ICPR Workshops (1), 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 (ISBI, 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)

HistoTransfer: Understanding Transfer Learning for Histopathology. - Yash Sharma 002; Lubaina Ehsan; Sana Syed; Donald E. Brown (BHI, 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 (IEEE BigData, 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 (BIOIMAGING, 2021)

CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images. - J. Vince Pulido; Sana Syed; Donald E. Brown (BIOIMAGING, 2021)

Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. - Yash Sharma 002; Aman Shrivastava; Lubaina Ehsan; Christopher A. Moskaluk; Sana Syed; Donald E. Brown (MIDL, 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)

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)

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)

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)

Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation. - Payden McBee; Fatima Zulqarnain; Sana Syed; Donald E. Brown (EMBC, 2022)

MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. - Yash Sharma 002; Sana Syed; Donald E. Brown (MICCAI (2), 2022)

Ten simple rules for launching an academic research career. - Jason A. Papin; Jessica Keim-Malpass; Sana Syed (PLoS Comput. Biol., 2022)

Uncertainty Quantification for Eosinophil Segmentation. - Kevin Lin; Donald E. Brown; Sana Syed; Adam Greene (ICBRA, 2023)

The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning. - Shan Guleria; Benjamin Schwartz; Yash Sharma 002; Philip Fernandez; James A. Jablonski; Sodiq Adewole; Sanjana Srivastava; Fisher Rhoads; Michael D. Porter; Michelle Yeghyayan; Dylan Hyatt; Andrew Copland; et al. (CoRR, 2023)

ERDS: Optimizing Domains Using Observation-Based Extremity. - Kevin Lin; Donald E. Brown; Sana Syed; Adam Greene (ICBRA, 2024)

Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation. - Kevin Lin; Donald E. Brown; Sana Syed; Adam Greene (ICMVA, 2024)

Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment. - Nazanin Moradinasab; Saurav Sengupta; Jiebei Liu; Sana Syed; Donald E. Brown (CoRR, 2025)