223 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Harvard UniversityUS8 papers
- Massachusetts General HospitalUS4 papers
- Brigham and Women's HospitalUS3 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Boston UniversityUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Bordeaux Population HealthFR1 paper
- Boston Children's HospitalUS1 paper
- Brown UniversityUS1 paper
- Centre Hospitalier Universitaire de BordeauxFR1 paper
- Centre Inria d'Université Côte d'AzurFR1 paper
- Chicago Department of Public HealthUS1 paper
9 papers
Improved Multiscale Structural Mapping with Supervertex Vision Transformer for the Detection of Alzheimer's Disease Neurodegeneration
Geonwoo Baek, David H. Salat, Ikbeom Jang
Alzheimer's disease (AD) confirmation often relies on positron emission tomography (PET) or cerebrospinal fluid (CSF) analysis, which are costly and invasive. Consequently, structu…
Representation learning to advance multi-institutional studies with electronic health record data from US and France
Doudou Zhou, Han Tong, Linshanshan Wang +21
The widespread adoption of electronic health records has created new opportunities for translational clinical research, yet this promise remains constrained by fragmented data acro…
Tethered capsule en face optical coherence tomography for imaging Barrett's esophagus in unsedated patients
Kaicheng Liang, Osman O. Ahsen, Annalee Murphy +7
Detection of Barrett's esophagus (BE) at points of care outside the endoscopy suite may improve screening access and reduce esophageal adenocarcinoma mortality. Tethered capsule op…
All-electrical monitoring of bacterial antibiotic susceptibility in a microfluidic device
Yichao Yang, Kalpana Gupta, Kamil L. Ekinci
The lack of rapid antibiotic susceptibility tests adversely affects the treatment of bacterial infections and contributes to increased prevalence of multidrug resistant bacteria. H…
High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks
Aman Rana, Alarice Lowe, Marie Lithgow +7
Histopathological diagnoses of tumors in tissue biopsy after Hematoxylin and Eosin (H&E) staining is the gold standard for oncology care. H&E staining is slow and uses dyes, reagen…
Machine-learned epidemiology: real-time detection of foodborne illness at scale
Adam Sadilek, Stephanie Caty, Lauren DiPrete +6
Machine learning has become an increasingly powerful tool for solving complex problems, and its application in public health has been underutilized. The objective of this study is…
Robust and Efficient Semi-Supervised Estimation of Average Treatment Effects with Application to Electronic Health Records Data
David Cheng, Ashwin Ananthakrishnan, Tianxi Cai
We consider the problem of estimating the average treatment effect (ATE) in a semi-supervised learning setting, where a very small proportion of the entire set of observations are…
Estimating Average Treatment Effects with a Double-Index Propensity Score
David Cheng, Abhishek Chakrabortty, Ashwin N. Ananthakrishnan +1
We consider estimating average treatment effects (ATE) of a binary treatment in observational data when data-driven variable selection is needed to select relevant covariates from…
The White Matter Query Language: A Novel Approach for Describing Human White Matter Anatomy
Demian Wassermann, Makris Nikos, Yogesh Rathi +4
We have developed a novel method to describe human white matter anatomy using an approach that is both intuitive and simple to use, and which automatically extracts white matter tr…