publications

2023

1. AJTMH

   Quantitative Morphometry and Machine Learning Model to Explore Duodenal and Rectal Mucosal Tissue of Children with Environmental Enteric Dysfunction

   Marium Khan, Zehra Jamil, Lubaina Ehsan, Fatima Zulqarnain, Sanjana Srivastava, Saman Siddiqui, Philip Fernandes, Muhammad Raghib, Saurav Sengupta, Zia Mujahid, and 1 more author

   The American journal of tropical medicine and hygiene, 2023
2. SIEDS

   Investigating the Impact of Temporal Labeling of Emergency Department Visits for COVID-19: Comparing Healthcare Disparities Analyses Using Comprehensive, Single-Site Data with National COVID Cohort Collaborative (N3C) Data

   Madeleine Jones, Aubrey Winger, Christian Wernz, Jonathan Michel, Sihang Jiang, Andrea Zhou, Ebony Jade Hilton, Mikhail Zemmel, Saurav Sengupta, Kierah Barnes, and 1 more author

   In 2023 Systems and Information Engineering Design Symposium (SIEDS), 2023

2022

1. SIEDS

   Deep Learning for Predicting Pediatric Crohn’s Disease Using Histopathological Imaging

   Anahita H Sharma, Burke W Lawlor, Jason Y Wang, Yash Sharma, Saurav Sengupta, Philip Fernandes, Fatima Zulqarnain, Eve May, Sana Syed, and Donald E Brown

   In 2022 Systems and Information Engineering Design Symposium (SIEDS), 2022
2. SIEDS

   Handwritten text and digit classification on rwandan perioperative flowsheets via YOLOv5

   Navya Annapareddy, Kara Fallin, Ryan Folks, William Jarrard, Marcel Durieux, Nazanin Moradinasab, Bhiken Naik, Saurav Sengupta, Christian Ndaribitse, and Donald Brown

   In 2022 Systems and Information Engineering Design Symposium (SIEDS), 2022
3. IEEE-BIBM

   Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid

   Saurav Sengupta, Johanna Loomba, Suchetha Sharma, Donald E Brown, Lorna Thorpe, Melissa A Haendel, Christopher G Chute, and Stephanie Hong

   In 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022

2021

1. JPGN

   Artificial intelligence-based analytics for diagnosis of small bowel enteropathies and black box feature detection

   Sana Syed, Lubaina Ehsan, Aman Shrivastava, Saurav Sengupta, Marium Khan, Kamran Kowsari, Shan Guleria, Rasoul Sali, Karan Kant, Sung-Jun Kang, and 1 more author

   Journal of pediatric gastroenterology and nutrition, 2021
2. IBD

   MACHINE LEARNING FOR CROHN’S DISEASE PHENOTYPE MODELING USING BIOPSY IMAGES

   Sana Syed, Saurav Sengupta, Lubaina Ehsan, Erin Bonkowski, Christopher Moskaluk, Anne Griffiths, Anthony Otley, Ashish Patel, Barbara Kirschner, David Mack, and 1 more author

   Inflammatory Bowel Diseases, 2021
3. SIEDS

   Identifying Pediatric Crohn’s Disease Using Deep Learning to Classify Magnetic Resonance Enterography (MRE) Images

   Marissa Shand, Joseph Manderfield, Surbhi Singh, Clair McLafferty, Yash Sharma, Saurav Sengupta, Philip Fernandes, Dionysios Koroulakis, Sana Syed, and Donald E Brown

   In 2021 Systems and Information Engineering Design Symposium (SIEDS), 2021

2019

1. SIEDS

   Deep learning for detecting diseases in gastrointestinal biopsy images

   Aman Srivastava, Saurav Sengupta, Sung-Jun Kang, Karan Kant, Marium Khan, S Asad Ali, Sean R Moore, Beatrice C Amadi, Paul Kelly, Sana Syed, and 1 more author

   In 2019 Systems and information engineering design symposium (SIEDS), 2019
2. GASTRO

   Mo1992–solving the stain dilemma: Computational image analysis to address differential tissue staining color bias in duodenal biopsies

   Sana Syed, Aman Shrivastava, Karan Kant, Saurav Sengupta, Luke Kang, Marium N Khan, Najeeha T Iqbal, Kamran Sadiq, Christopher A Moskaluk, Beatrice Amadi, and 1 more author

   Gastroenterology, 2019
3. IEEE-BHI

   Deep learning for visual recognition of environmental enteropathy and celiac disease

   Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium Khan, S Asad Ali, Sean R Moore, Beatrice C Amadi, Paul Kelly, Donald E Brown, and 1 more author

   In 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019