Hi there!

I'm conducting my doctoral research at the Menzies School of Health Research, Charles Darwin University, NT, Australia.

My research interest focus on use of applied programming skills for Medical diagnosis, prognosis and treatment.

I'm the group leader for CaresAI at CaresAI

News

Publications

  • A Machine Learning for Health(ML4H) conference paper on, ‘Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques [PDF]
    • Leon Hamnett, Mary Adewunmi Modinat Abayomi, Kayode Raheem, and Fahad Ahmed
    • November, 2023
  • A Machine Learning for Health(ML4H) conference paper on, ‘Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques [PDF]
    • Leon Hamnett, Mary Adewunmi Modinat Abayomi, Kayode Raheem, and Fahad Ahmed
    • November, 2023
  • A Machine Learning for Health(ML4H) conference paper on, ‘Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques [PDF]
    • Leon Hamnett, Mary Adewunmi Modinat Abayomi, Kayode Raheem, and Fahad Ahmed
    • November, 2023
  • CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging. Proceedings of the Association for Computational Linguistics (ACL)
    • Abubakar JI, Craine J, Igwezeke F, Mary Adewunmi
    • July, 2026
  • CaresAI at CT-DEB'26: Detecting Dosing Errors in Clinical Trials Using Domain-Specific Transformer Embeddings and Classification Models [PDF]
    • Leon Hamnett, Igwezeke F, Abubakar JI, Mary Adewunmi
    • June, 2026
  • CaresAI at BioCreative IX Track 1: Large Language Models for Biomedical Question Answering
    • Mary AdewunmiAbayomi MA
    • August, 2025
  • CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data Using Model Ensemble and Data Explanation
    • Abdel-Salam R, Mary Adewunmi Akinwale M.
    • June, 2024
  • Advancing Cancer Research in Resource-Limited Settings: Perspectives from Emerging Voices Across Continents. Cancer Epidemiology, Biomarkers and Prevention.
    • Sanchis P, Aguilar-Cortes DC, Kannan B, Malik R, Merlo J, Sabater A, Abu Alragheb B, Blessing OO, Ferro Leal L, Fusco M, Guevara-Nieto HM, Kaur D, Khaja UM, Manselle-Cocco MN, Pascon Filho A, Pepra-Ameyaw P, Rajendran S, Seniuk R, Takundwa M, Yedier-Bayram O, Abushukair HM, Mary Adewunmi Mathur A, Meza K, Chai AWY
    • July, 2026
  • Heterogeneous Analysis of KeyBERT, BERTopic, PyCaret and LDA Methods: A P53 Ovarian Cancer Use Case. Intelligence-Based Medicine. 2024;10:100182.
    • R.O. Oveh, Mary Adewunmi Solomon AO, Christopher KY, Ezeobi PN
    • January, 2024
  • A Network-Based Identification of Key Proteins and Repositioning of Drugs for Non-Small Cell Lung Cancer. Cancer Reports.
    • • Adeyemo OM, Ashimiyu-Abdusalam Z, Mary Adewunmi Ayano TA, Sohaib M, Abdel-Salam R
    • April, 2024
  • A Machine Learning for Health(ML4H) conference paper on, ‘Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques [PDF]
    • Leon Hamnett, Mary Adewunmi Modinat Abayomi, Kayode Raheem, and Fahad Ahmed
    • November, 2023
  • A preprint paper on, ‘Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin-Stained Histology Images [PDF]
    • Leon Hamnett, Mary Adewunmi Modinat Abayomi, Kayode Raheem, and Fahad Ahmed
    • December, 2023
  • JoyBot: RASA-based Chatbot to boost mental health of Australians [PDF]
    • Mary Adewunmi, Adish Ashraff, Tanya Dixit, Nikhil Shrestha, Veronica Gail Medrano, Bhushan Chougule*, Ahmed Fahim, Navaneeth Tirupath, and Sudha Sushma
    • July, 2023
  • Artificial Intelligence based prediction on lung cancer risk factors using deep learning [PDF]
    • Muhammad Sohaib, Mary Adewunmi
    • August, 2023
  • BERTopic Modelling with P53 in Ovarian Cancer. [PDF]
    • Richard Oveh, Mary Adewunmi
    • IEEE, 2023
  • Cancer Health Disparities drivers with BERTopic Modelling and PyCaret Evaluation. [PDF] [Poster][CODE]
    • Mary Adewunmi, Saksham Kumar, Nistha Sharma, N Sudha Sharma, Bayangmbe Mounmo
    • WiML-ICML 2022
  • Therapeutic capability of selected medicinal plants bioactive constituents against the mutant ovarian TP53 gene, a computational approach [PDF]
    • Kayode Raheem, Fawehinmi Praise Ibukunoluwa, Solomon Ayodele Olorundare, Jairus Olumasai Nandwa, Modinat Aina Abayomi, Egbe Justine Uchechukwu, Mary Adewunmi, Kuyet Zichat Blessing, Modupe Mercy Anthony, Mary Ikeoluwa Gbadebo, Falana Taiwo Daniel
  • JoyBot: RASA Chatbot to provide mental health assistance for Australians [PDF]
    • Mary Adewunmi, Adish Ashraff, Tanya Dixit, Nikhil Shrestha, Nica Medrano, Bhushan Chougule, Ahmed Fahim, Navaneeth Tirupathi, and Sudha Sushma
    • ICOAI 2022.
  • Exploratory Data Analysis (EDA) of Social Media Impact on Lagos Residents during COVID19 Pandemic. [PDF] [CODE]
    • Mary Adewunmi Sunday Olufemi Akintelu, Waheed Oladele and Olajide Taiwo.
    • Paper 2022
  • Education

    • Nov 2022 - July 2024, Graduate Certificate in Research, College Of Health and Medicine, University of Tasmania (UTAS), Hobart, Australia.
    • Sept. 2016 - May. 2019, Master Degree, Computer Science, Lagos State University(LASU), Ojo, Lagos, Nigeria.
    • Sept. 2004 - Jun. 2008, Bachelor Degree, Computer Science, BOWEN University, Iwo, Osun State, Nigeria.

    Tutoring

    Invited Talks

    Awards

    Professional Activities

    • Journal Reviewer: ETRI 2022, SPRINGER 2023.
    • Volunteer: ICML2022, WiML-NEURIPLS 2022, ICLR2023.

    Last updated on June 15, 2023.