プロフィール詳細

プロジェクトを作成

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Fatima H.に依頼

Brazil

Freelance Biostatistician & Pharmacologist | Expert in AI & ML in Biomedical Research | Experienced in R & Python

プロフィール概要

M.S. student in Pharmacology at the Federal University of Santa Catarina (UFSC) specializing in Neuropharmacology. Research is focused on the central nervous system (CNS) and the mechanisms of antidepressant drugs. This background is supported by a B.S. in Biological Sciences (UFSC, 2023) and hands-on experience with animal models, all aimed at contributing to a deeper understanding of neurobiology. Core expertise involves applying biostatistics to biomedical applications, with a specific focus on: Conducting systematic reviews of preclinical data; Performing meta-analyses of animal studies; Applying machine learning (ML) and AI to pharmacology research; Data treatment, advanced statistical analysis, and interpretation of complex neuropharmacological data. Member of the CAMARADES Brazil research team, actively contributing to the development of SysPhar (Systematic reviews for Pharmacologists), a tool designed to address a major bottleneck in evidence-based pharmacology: the time-consuming and labor-intensive nature of systematic reviews and meta-analyses. SysPhar aimes to automate key steps: Planning (SysPhar-P) using a PICO-based interface to generate protocols, search strategies and eligibility criteria; Implementation (SysPhar-I) providing templates and tools for data extraction, risk of bias (RoB) assessment and meta-analysis organization; Reporting (SysPhar-R) automatically delivering charts, estimated effect sizes and other key analytical outputs. This directly supports the CAMARADES mission of improving the quality and translational success of preclinical research by making robust review methods more accessible to pharmacologists.

専門分野

• ★ Biostatistics
• ★ Neuropharmacology
• ★ Preclinical Research
• ☆ Neuroscience
• ☆ Neurophysiology
• ☆ Behavioral Neuroscience
• ☆ Neurobiology
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Visualization
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Python
• ☆ R
• ☆ Drug Development
• ☆ Preclinical Pharmacology

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Audio Transcription, General Proofreading & Editing, Translation

Research Meta-Research, Fact Checking, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Data Visualization, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing

職務経験

Researcher

Universidade Federal de Santa Catarina

2024 - 現在

Student Researcher/Research Team

Universidade Federal de Santa Catarina

3月 2022 - 現在

Internee

Universidade Federal de Santa Catarina

1月 2018 - 12月 2019

学歴

Master's in Pharmacology

Universidade Federal de Santa Catarina

3月 2024 - 現在

Bachelor’s in Biological sciences

Universidade Federal de Santa Catarina

8月 2016 - 6月 2023

Bachelor’s in Biological sciences

Universidade Federal de Santa Catarina

2016 - 2023

認定資格

• Bachelor's degree

  Universidade Federal de Santa Catarina

  8月 2023 - 現在

出版物

DISSERTATION THESIS

Fatima C. Hamze Artificial Intelligence in Pharmacology: a tool for data extraction in systematic reviews and meta-analyses.

RESEARCH TOOL

Fatima C. Hamze SysPhar: Systematic reviews for Pharmacologists .