Search Results for author: Daby Sow

Found 12 papers, 0 papers with code

Automated Compliance Blueprint Optimization with Artificial Intelligence

no code implementations22 Jun 2022 Abdulhamid Adebayo, Daby Sow, Muhammed Fatih Bulut

The critical problem is to establish the mapping between techspecs and regulation controls so that from day one, companies can comply with regulations with minimal effort.

Cloud Computing

Vulnerability Prioritization: An Offensive Security Approach

no code implementations22 Jun 2022 Muhammed Fatih Bulut, Abdulhamid Adebayo, Daby Sow, Steve Ocepek

Organizations struggle to handle sheer number of vulnerabilities in their cloud environments.

Attack Techniques and Threat Identification for Vulnerabilities

no code implementations22 Jun 2022 Constantin Adam, Muhammed Fatih Bulut, Daby Sow, Steven Ocepek, Chris Bedell, Lilian Ngweta

Modern organizations struggle with insurmountable number of vulnerabilities that are discovered and reported by their network and application vulnerability scanners.


Question-Driven Design Process for Explainable AI User Experiences

no code implementations8 Apr 2021 Q. Vera Liao, Milena Pribić, Jaesik Han, Sarah Miller, Daby Sow

A pervasive design issue of AI systems is their explainability--how to provide appropriate information to help users understand the AI.

Explainable Artificial Intelligence (XAI)

Phenotypical Ontology Driven Framework for Multi-Task Learning

no code implementations4 Sep 2020 Mohamed Ghalwash, Zijun Yao, Prithwish Chakraborty, James Codella, Daby Sow

Despite the large number of patients in Electronic Health Records (EHRs), the subset of usable data for modeling outcomes of specific phenotypes are often imbalanced and of modest size.

Multi-Task Learning

A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records

no code implementations24 Jul 2020 Parthasarathy Suryanarayanan, Bhavani Iyer, Prithwish Chakraborty, Bibo Hao, Italo Buleje, Piyush Madan, James Codella, Antonio Foncubierta, Divya Pathak, Sarah Miller, Amol Rajmane, Shannon Harrer, Gigi Yuan-Reed, Daby Sow

Many institutions within the healthcare ecosystem are making significant investments in AI technologies to optimize their business operations at lower cost with improved patient outcomes.

Fairness Management

ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction

no code implementations13 May 2020 Mohamed Ghalwash, Zijun Yao, Prithwish Chakrabotry, James Codella, Daby Sow

Increased availability of electronic health records (EHR) has enabled researchers to study various medical questions.

Data Augmentation

Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records

no code implementations15 Nov 2019 Prithwish Chakraborty, Fei Wang, Jianying Hu, Daby Sow

While networks with explicit memory have been proposed recently, the discontinuities imposed by the discrete operations make such networks harder to train and require more supervision.


no code implementations27 Sep 2018 Daby Sow, Mohamed Ghalwash, Zach Shahn, Sanjoy Dey, Moulay Draidia, Li-wei Lehmann

Learning explainable patient temporal embeddings from observational data has mostly ignored the use of RNN architecture that excel in capturing temporal data dependencies but at the expense of explainability.

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