Md Abu Sufian · Conference record

International Conference Participation

All entries peer-reviewed and accepted

23 Conference
presentations
21 As first
author
12 On the doctoral
cardiovascular thread
7 Countries

Venues include

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. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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