Md Abu Sufian · Conference record

International Conference Participation

All entries peer-reviewed and accepted

28 Conference
presentations
24 As first
author
15 On the doctoral
cardiovascular thread
10 Countries

Venues include

CellPress, Elsevier NeurIPS KDD CHIL EACVI — European Society of Cardiology British Cardiovascular Society / BSCR IEEE ICECET University of Oxford University of Cambridge Harvard University UC Berkeley UCL QMUL

Cardiovascular AI & cardiomyocyte ageing

12 · doctoral thread

The core research programme: motion phenotyping, cardiomyocyte ageing, cardiac imaging and valve repair.

  1. 2026

    ★ NucAgeAI: Data-Efficient Self-Supervised Nuclear Phenotyping with Independent Biological Evaluation

    GlobalSouthCV Workshop of BMVC 2026

    · In person · First Author · Paper ID: 1

    Acceptance Letter More Info

  2. 2026

    ★ One Block to Segment Them All: Unified Spatial-Channel Attention for 3D Medical Images

    NeurIPS 2026, Paris, France

    · In person · First Author · Paper ID 6

    Invitation Letter More Info

  3. 2026

    ★A Multimodal AI Framework for Spatiotemporal and Molecular Mapping of Cardiomyocyte Ageing and Early Functional Decline

    Cell Press Symposia: Hallmarks of aging, October 4–6, 2026 | Seville, Spain

    London, UK· In person · First Author · Paper ID 19

    Paper acceptance link More Info Poster Link

  4. 2026

    ★AI-Driven Multimodal Risk Prediction For Early Cardiotoxicity Detection In Cardio-Oncology

    RCP poster competition 2026 , Royal College of Physician

    London, UK· Virtual · First Author · REGION26, Paper ID 7259002

    Paper acceptance link More Info Poster Link Verified Certificate

  5. 2025

    ★Temporal biomarker discovery for cardiomyocyte ageing and dysfunction via transformer-based motion phenotyping

    EACVI 2025, European Society of Cardiology

    Vienna, Austria · In person · First Author · Paper ID 90106

    More Info Paper acceptance Link

  6. 2025

    ★Decoding Cardiomyocyte Ageing Through AI: Tracking Functional Decline via Temporal Motion Signatures

    Doctoral Symposium, KDD2025

    PhD Consortium: Call for Submission, Toronto, Canada · Oral-In person · First Author · Paper ID 03,

    Paper link More Info

  7. 2025

    ★Design of an AI-Driven Cardiovascular Valve Repair Nanobot

    CHIL Doctoral Symposium, CHIL2025

    University of California, California, Berkeley, USA · Oral-In person · First Author · Paper ID N/A

    More Info Invitation Letter

  8. 2025

    ★Advanced Transformer-Based AI Framework for Early Detection and Prediction of Cardiomyocyte Aging and Injury Using Motion Phenotyping

    British Society Cardiovascular Research Annual Conference, BSCR2025

    Manchester, Birmingham, UK · Oral-In person · First Author · Paper ID BS-45

    (Published link) More Info

  9. 2025

    ★Autonomous Ai-Integrated Nanobot For Targeted Cardiac Valve Repair And Biocompatible Scaffolding

    British Heart Foundation, BSCR2025

    British Cardiovascular Society Annual Conference, Manchester Central, Manchester, UK · Oral-In person · First Author · Paper ID 1-039

    More Info Acceptance Letter

  10. 2025

    ★Learning Spatiotemporal Nuclear Representations for Ageing Prediction

    2026 OXML Poster Challenge, University of Oxford

    Oxford, UK · In person · First Author

    (Acceptance Letter) View Letter More Info

  11. 2025

    CardioFlowFormer: Detecting Ageing-Related Cardiomyocyte Dysfunction Leading to Heart Failure

    Pre ICML2025

    UCL, London, UK · Poster, In person · First Author

    Poster Link More Info

  12. 2025

    Modelling Cardiomyocyte Ageing Through Motion Entropy: A Physics-Guided Mathematical Framework

    2025 BSCR Autumn meeting: Frontiers in Cardiovascular Research

    QMUL, London · In person · First Author

    (Acceptance Letter) View Letter More Info Published Link

  13. 2025

    SPATIOTEMPORAL AI FRAMEWORK FOR DETECTING AGEING RELATED CARDIOMYOCYTE DYSFUNCTION

    2025 American College of Cardiology, 75th Annual Scientific Session

    March 28-30, 2026, in New Orleans, LA, USA · In person · First Author

    More Info Acceptance Letter

  14. 2024

    ★CardioMap Pro 2.0: Advancing Cardiac Research with Next-Gen Analytical Software for Comprehensive Electrophysiological Mapping

    The 4th International Conference on Electrical, Computer and Energy Technologies (ICECET), IEEE International Conference

    Sydney, Australia · Oral-In person · First Author · Paper ID 430

    More Info Acceptance Letter

  15. 2024

    Enhancing Hypertrophic Cardiomyopathy Diagnosis with a Deep Learning-Driven 3D Echocardiogram Analysis

    7th International Conference on Advanced Research in Social Sciences (ICARSS)

    University of Cambridge, UK · Oral-In person · First Author · Paper ID 33-iss7-5904-ICARSS

    More Info

  16. 2023

    Investigation on Deep Learning Methods for Heart Image Analysis: Progress, Implications, and Prospects for the Future

    11th International Conference on Informatics, Electronics & Vision (ICIEV)

    University of East London, UK · Oral-In person · First Author · Paper ID 58

    More Info

  17. 2023

    Driving Innovation in MedTech: The Role of Entrepreneurial Ecosystems in the Development of an AI-powered 3D Cardiac Imaging App

    ECOSYS2023

    Paris, France · Oral-In person · First Author · Paper ID ecosys2023:493196

    More Info

Medical imaging & health AI

5 presentations

Applied machine learning across neurology, oncology and pulmonary diagnostics.

  1. 2025

    ★CrossAttention Vision Transformer Framework for MultiModal Pattern Detection,

    NeurIPS'25

    San Diego, USA. · In person · First Author · Paper ID 63

    (Acceptance Letter) View Letter More Info

  2. 2024

    Advancing Alzheimer’s Disease Detection: Handwriting and MRI Image Data-Driven Analysis with AI and Deep Learning Technique

    19th International Conference on Interdisciplinary Social Science Studies

    University of Oxford, UK · Oral-In person · First Author · Paper ID 15662

    More Info

  3. 2024

    Breaking New Ground in Medical Diagnostics with AI Chest X-ray Technology

    Muslim Researchers' Network Annual Conference 2024

    University of Cambridge, UK · Oral-In person · First Author · Paper ID N/A

    More Info

  4. 2023

    NeuroApp: AI-Driven 4D Brain Image Processing on Standalone Platforms

    ML in Healthcare

    Berlin, Germany · Oral-In person · Second Author · Paper ID N/A

    More Info

  5. 2023

    Breast cancer detection using machine learning Algorithms (Poster Presentation)

    Lets Talk Digital 2022

    University of Gloucestershire, UK · Oral-In person · Second Author · Paper ID N/A

    More Info

Applied data science — other domains

6 presentations

Earlier work spanning finance, energy and sustainability, land use, and consumer analytics.

  1. 2024

    Optimizing E-sports Revenue: A Novel Approach to Predicting Merchandise Sales through Data Analytics and Machine Learning

    12th Computing Conference

    London, UK · Oral-In person · First Author · Paper ID 349

    More Info

  2. 2023

    Interpreting, Querying, and Securing Complex Financial Documents: A Blockchain-Enabled, OCR & Language Model Approach with Enhanced Cybersecurity Features.

    The BAR’s Annual Conference

    Harvard University, Boston, USA · Oral-In person · First Author · Paper ID N/A

    More Info

  3. 2023

    Machine Learning and Sustainability Metrics: Optimising Risk Assessment and Default Prediction

    FTC

    California, USA · Oral-In person · First Author · Paper ID 214

    Accepted, Verified Link More Info

  4. 2023

    Bridging Social Media and Cryptocurrency: A Deep Learning-based Twitter Sentiment Analysis for Bitcoin Market

    9th International Congress on Information and Communication Technology

    America Square Conference Centre, London, UK · Oral-In person · First Author · Paper ID 481

    More Info

  5. 2023

    Machine Learning for Efficient Data Management and Sustainability in UK's Energy Landscape: An ESG Perspective based on Geographic Information Systems

    International STEAM Conference 2023

    SteamHouse, Birmingham, UK · Oral-In person · First Author · Paper ID N/A

    More Info

  6. 2023

    AI Multi-Landscape Identifier App: A Data-Driven Approach for Understanding and Promoting Multifunctional Landscapes

    Landscapes Decisions

    The Royal Society, London, UK · Oral-In person · First Author · Paper ID 130

    More Info

★ marks presentations at selective or internationally recognised venues.

Contribution In Others Paper as Co-Author

2 presentations
  1. 25-27 April 2024

    Multi-Model ML Analysis and Performance Evaluation of Credit Card Fraud

    2024 the 9th International Conference on Cloud Computing and Big Data Analytics

    Chengdu, China · Oral-In person · Co-Author · Paper ID n/a

    More Info

  2. 2023

    Unleashing Modified Deep Learning Models in Efficient COVID-19 Detection

    Int. Conf. on Trends in Electronics and Health Informatics

    Jahangirnagar University, Bangladesh · Oral-In person · Co-Author · Paper ID 20181

    More Info