Mucosal Genomics Implicate Lymphocyte Activation and Lipid Metabolism in Refractory Environmental Enteric Dysfunction

Yael Haberman, Najeeha Talat Iqbal, Sudhir Ghandikota, +21

Gastroenterology

Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification

Yash Sharma, Aman Shrivastava, Lubaina Ehsan, +3

arXiv (Cornell University)

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningMultiple Instance Learning +17

Deep Learning for Whole-Slide Tissue Histopathology Classification: A Comparative Study in the Identification of Dysplastic and Non-Dysplastic Barrett’s Esophagus

Rasoul Sali, Nazanin Moradinasab, Shan Guleria, +5

Journal of Personalized Medicine

Stain NormalizationMedical Image SegmentationWhole-slide ImagingMachine LearningEngineering +28

Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy

Shan Guleria, Tilak Shah, J. Vincent Pulido, +8

Scientific Reports

Machine learning model demonstrates stunting at birth and systemic inflammatory biomarkers as predictors of subsequent infant growth – a four-year prospective study

Elizabeth Harrison, Sana Syed, Lubaina Ehsan, +9

BMC Pediatrics

Artificial Intelligence‐based Analytics for Diagnosis of Small Bowel Enteropathies and Black Box Feature Detection

Sana Syed, Lubaina Ehsan, Aman Shrivastava, +16

Journal of Pediatric Gastroenterology and Nutrition

Bile Acid Profiling Reveals Distinct Signatures in Undernourished Children with Environmental Enteric Dysfunction

Xueheng Zhao, Kenneth D.R. Setchell, Rong Huang, +14

Journal of Nutrition

Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images

Sodiq Adewole, Michelle Yeghyayan, Dylan M. Hyatt, +5

Advances in intelligent systems and computing

Convolutional Neural NetworkImage ClassificationMachine VisionImage AnalysisDeep Learning +12

Identifying metabolic shifts in Crohn's disease using 'omics-driven contextualized computational metabolic network models

Philip Fernandes, Yash Sharma, Fatima Zulqarnain, +13

Scientific Reports

EngineeringPathologyMetabolic ModelMetabolic ShiftsMetabolic Network +17

Frequency and outcome of acute neurologic complications after congenital heart disease surgery

Qalab Abbas, S M Jafri, Lubaina Ehsan, +3

Journal of Pediatric Neurosciences