Academic Publications
Academic Work

Publications

A collection of academic publications, conference presentations, and poster sessions spanning digital health, human-centred AI design, and public health.

Papers7

Peer-reviewed journal articles, preprints, and theses

Artificial Intelligence in Addressing Multiple Long-Term Conditions: A Scoping Review

Journal

Adnan, H. S., Pidduck, N., Bankhead, C. R., Perera Salazar, R.

Manuscript in preparation, 2025 (In preparation)

HcAI Bootcamp: Innovating Healthcare via Human-centred AI design approach

Preprint

Adnan, H. S., Kacafírková, K. S., Edelman, J. A., Jacobs, A., Bankhead, C. R. & Perera-Salazar, R.

SSRN, 2025 (Preprint)

Implementation framework for AI deployment at scale in healthcare systems

Journal

Adnan, H. S., Shidani, A., Clifton, L., Bankhead, C. R. & Perera-Salazar, R.

iScience, 2025

Human centered AI design for clinical monitoring and data management

Journal

Adnan, H. S., Matthews, S., Hackl, M., Das, P. P., Manaswini, M., Gadamsetti, S., Filali, M., Owoyele, B., Santuber, J., Edelman, J.

European Journal of Public Health, 2020

Using AI for Mental Health Analysis and Prediction in School Surveys

Journal

Adnan, H. S., Srsic, A., Venticich, P. M., Townend, D. M. R.

European Journal of Public Health, 2020

Community engagement: a health promotion guide for universal health coverage in the hands of the people

Book

Adnan, H. S., Taghizadeh Asl, R., de Vries, N. K., Kremers, S. P. J., Prevo, L., Schneider, F. & Venticich, P. M.

World Health Organization, 2020

The Comprehensive Community Engagement Framework for Health and Well-being

Journal

Adnan, H. S., Venticich, P. M., Prevo, L., Schneider, F., & Kremers, S.

European Journal of Public Health, 2019

Talks & Presentations10

Conference talks, oral presentations, and workshops

Communicating How AI Can Help Solve the Challenges of Multimorbidity

Reuben College PER Innovation Event

Oxford, UK · 2023

Evaluation of AI/ML models for clinical utility to mitigate MLTCs

Hasso Plattner Institute

Potsdam, Germany · 2023

The Health xAI Implementation Framework

ECR Conference at The Alan Turing Institute

London, UK · 2023

Python in Human-Centered AI Design: How to deal with 60 Million patients to develop AI solutions in healthcare

PyCon APAC 2023 Conference

Tokyo, Japan · 2023

Privacy-preserving Data Sharing in Clinical Research Using Python for a Human Centered Design Approach

PyCon 2022 Conference

Salt Lake City, UT · 2022

View details

Measuring Creative Flow in Real-Time with Consumer-Grade EEG and Deep Learning Networks

4th MIC Conference 2020

Bologna, Italy · 2020

Human Centered AI Design for Clinical Monitoring and Data Management

16th World Congress on Public Health 2020

Rome, Italy · 2020

Using AI for Mental Health Analysis and Prediction in School Surveys

16th World Congress on Public Health 2020

Rome, Italy · 2020

Simulation Model for 3D-printed Drug Development

PyCon Japan 2019 Conference

Tokyo, Japan · 2019

View details

ML Algorithm to Detect Rare Clinical Events

PyCon Japan 2019 Conference

Tokyo, Japan · 2019

View details

Conference Posters10

Poster presentations at international conferences

Privacy-Preserving Data Sharing in Clinical Research Using Python for a Human Centred Design Approach

PyCon 2022 Conference

Salt Lake City, UT · 2022

Explainable and Scalable Artificial Intelligence for Multiple Long-Term Conditions

NIHR Showcase Conference

Oxford, UK · 2022

Do you trust your Data?

PyCon 2020 Conference

Pittsburgh, PA (virtual) · 2020

with Ifti, H.I., Ishfaq, H., Sharmeen, S. & Amin, A.

View

Multi-Armed Bandit Problem and its Potential for Clinical Trial Application

PyCon 2020 Conference

Pittsburgh, PA (virtual) · 2020

with Ishfaq, H., Sharmeen, S., Ifti, H.I. & Amin, A.

View

Infectious Disease Identification in Human Transcriptome Using Python

PyCon 2020 Conference

Pittsburgh, PA (virtual) · 2020

with Amin, A., Sharmeen, S., Ifti, H.I. & Ishfaq, H.

View

The Comprehensive Community Engagement Framework for Health and Well-being

12th European Public Health Conference 2019

Marseille, France · 2019

with Venticich, P.M., Prevo, L., Schneider, F. & Kremers, S.

Simulation model for 3D-printed Drug Development

PyCon Japan 2019 Conference

Tokyo, Japan · 2019

with Ifti, H.I., Sharmeen, S., Ishfaq, H. & Amin, A.

ML Algorithm to Detect Rare Clinical Events

PyCon Japan 2019 Conference

Tokyo, Japan · 2019

with Ishfaq, H., Sharmeen, S., Ifti, H.I. & Amin, A.

Simulation model for 3D-printed scaffold development for personalised medicine using Python

PyCon 2019 Conference

Cleveland, OH · 2019

with Ifti, H.I., Sharmeen, S., Ishfaq, H. & Amin, A.

View

Designing Robust Machine Learning Algorithm to Detect Rare Events Using PyTorch

PyCon 2019 Conference

Cleveland, OH · 2019

with Ishfaq, H., Sharmeen, S., Ifti, H.I. & Amin, A.

View