Monah Bou Hatoum - R&D Manager | PhD Candidate | Healthcare Software Engineer

About Me

R&D Manager at Specialized Medical Center and PhD Candidate specializing in healthcare informatics and AI-driven medical coding. Published researcher with expertise in Natural Language Processing, ICD-10 classification, and clinical text mining. Expert in building end-to-end healthcare solutions from EMR to revenue cycle management, with deep knowledge of healthcare standards (HL7, FHIR, NPHIES) and regulatory compliance (ZATCA e-invoicing). Proven track record delivering mission-critical applications serving thousands of users.

Featured Projects

PharmacyBroker

Comprehensive pharmacy claims processing and brokerage platform with full NPHIES and ZATCA e-invoicing integration.

Blazor Server SQL Server NPHIES ZATCA

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Theronix Healthcare Platform

Complete healthcare suite including EMR, Revenue Cycle Management, HR, and clinical workflows. Enterprise-grade solution for multi-facility healthcare organizations.

ASP.NET Core HL7 FHIR EMR

HR Management System

End-to-end human resources platform covering the complete employee lifecycle from applicant tracking to retirement, with payroll and benefits management.

C# SQL Server Reporting

NPHIES Integration Engine

Saudi Arabia's national health insurance exchange integration. Handles eligibility verification, claims submission, preauthorization, and payment reconciliation.

FHIR R4 REST API NPHIES

LEAN Integration

Integration with LEAN platform for healthcare data exchange and interoperability across multiple systems and facilities.

HL7 Integration APIs

KinMart Mobile App

Mobile e-commerce application for supermarket chain with inventory management, online ordering, and delivery tracking.

Mobile E-commerce Real-time

Technical Expertise

Programming Languages

C# / .NET Python SQL JavaScript

Frameworks & Technologies

ASP.NET Core Blazor .NET MAUI Entity Framework REST APIs

AI & Machine Learning

TensorFlow Keras Python spaCy NLP Neural Networks Medical Coding AI

Databases

SQL Server PostgreSQL MySQL Database Design

Healthcare Standards

HL7 FHIR NPHIES DICOM

Cloud & DevOps

DigitalOcean Docker Linux Nginx Git

Compliance & Integration

ZATCA E-Invoicing HIPAA System Integration RESTful APIs Microservices

Leadership & Management

R&D Management Team Leadership Project Management Research & Innovation

Publications & Research

NNBSVR: Neural Network-Based Semantic Vector Representations of ICD-10 codes

Applied Intelligence, May 2025. DOI: 10.1007/s10489-025-06349-w

Beyond Equality Matching: Custom Loss Functions for Semantics-Aware ICD-10 Coding

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025. DOI: 10.5220/0013101000003890

UTP: A Unified Term Presentation Tool for Clinical Textual Data Using Pattern-Matching Rules and Dictionary-Based Ontologies

Book Chapter, 2024. DOI: 10.1007/978-3-031-55326-4_17

EMTE: An Enhanced Medical Terms Extractor Using Pattern Matching Rules

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023. DOI: 10.5220/0011717300003393

MCCM: An Approach for Connectivity and Coverage Maximization

Future Internet Journal, January 2020. DOI: 10.3390/fi12020019

CMHWN: Coverage Maximization of Heterogeneous Wireless Network

IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA), November 2019. DOI: 10.1109/aiccsa47632.2019.9035307

Get In Touch

Interested in collaboration or have a project in mind? Let's connect!

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