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AI and Data Science in Multi-Omics for Human Health Workshop
AI and Data Science in Multi-Omics for Human Health Workshop
27th - 28th July 2023
Join us for a two-day networking workshop to find out more about ongoing progress, open opportunities, and challenges pertinent to AI Biomedicine and data science approach in multi-omics for human diseases.
Hybrid - join us in-person or online
This event is hybrid - delegates have the option to attend in-person or online. The online meeting links will be sent automatically after registration.
Introduction
Biomedical AI and data science approaches applied to data from multi-omics, the electronic health record, patient-generated sources, and biomedical imaging have enabled remarkable advances toward biomarker discovery, health care delivery, preventing diseases, medical decision-making, diagnosis, therapy, understanding of patients from molecular to population levels, and ultimately population health. Next-generation machine learning and approaches including Bayesian and diffusion models, transformers, and generative pre-trained algorithms have increasingly been applied to tackle and address critical human diseases and health challenges. These approaches in biomedical AI and data science are opening several opportunities and challenges of which there are unmet needs to discuss, dissect progress, and enhance interdisciplinary networks in order to advance the field.
About the event
This workshop brings together researchers and professionals who leverage AI and data science in biomedical, omics, clinical, bio-industries, and computer sciences sectors to discuss and dissect advances made in the field. The workshop will cover a variety of topics ranging from methodological and theory to the application of AI and data science in biomedical, multi-omics, clinical as well as industrial applications. While this workshop is enriched with several case studies, it critically includes multi-disciplinary and diverse talks from established and early-career researchers, clinicians, and expert professionals and from bio-industries in the field
This workshop is part of Northumbria University's Turing Network Funding and is supported by The Alan Turing Institute.
Please register early as places are limited. Lunch, refreshments and networking opportunities will be provided during the event.
For any queries about this workshop, please contact Emile Rugamika Chimusa (emile.chimusa@northumbria.ac.uk)
Speakers and Schedule
Thursday 27 July |
|
|
09:30 - 10:30 |
Registration, coffee and networking |
|
10:30 - 10:35 |
Welcome and introduction |
| Chair: Professor Emile R Chimusa, Northumbria University | |
| 10:35 - 11:05 | Machine learning approaches for understanding inter-patient heterogeneity in breast cancer Dr. Syed Haider, The Institute of Cancer Research |
|
11:05 - 11:35 |
ML classifier to diagnose pulmonary hypertension using blood miRNA measures |
| 11:35 - 12:00 | The use of Raman
spectroscopy for the study of transporter proteins Dr Dominic Gilchrist, Teesside University |
|
12:00 - 13:00 |
Lunch and networking |
| Chair: Dr Yingke Chen, Northumbria University | |
|
13:00 - 13:25 |
Machine learning applications to drug response prediction in cancer cell lines using multi-omic profiles |
|
13:25 - 13:45 |
Using multi-omic approaches to reconstruct the human gut microbiome |
| 13:45 - 13:55 |
Explainable colon cancer stages prediction with multimodal biodata through attention-based Deep Neural Network |
|
13:55- 14:10 |
Molecular epidemiology of antibiotic resistance in global clone 2 of Acinetobacter baumannii |
|
14:10 - 14:40 |
Break and networking |
| Chairs: Dr Yingke Chen and Dr Danny Arends, Northumbria University | |
|
14:40 - 15:10 |
Data Science of Healthy Ageing Professor Dennis Wang (Online), Imperial College London |
| 15:10 - 15:40 |
Explainable AI and its application to biological and biomedical data |
| 15:40 - 16:10 | A strategic approach of AI and multi-omics for cancer
research and cancer treatment Dr. Thierry Michaux, B-B-E consultant |
| 16:10 - 16:40 |
Prediction of cancer patients' survival based on their genomic copy number alterations |
|
16:40 - 17:00 |
Concluding remarks |
Friday 28 July |
|
| 09:30 - 10:00 |
Registration, coffee and networking |
|
10:00 - 10:20 |
Welcome and introduction |
| Chair: Professor Emile R. Chimusa, Northumbria University | |
|
10:20 - 10:50 |
A Bayesian network approach incorporating imputation of missing data enables exploratory analysis of complex causal biological relationships |
|
10:50 - 11:20 |
Clinical informatics and AI innovation within healthcare |
|
11:20 - 11:35 |
Student Mental Health Profiling for targeted and personalised interventions |
|
11:35 - 12:00 |
AI’s latest achievements in the diagnosis of neurodegenerative diseases |
|
12:00 - 13:00 |
Lunch and networking |
|
Professor Emile R. Chimusa and Dr Danny Arends, Northumbria University |
|
|
13:00 - 13:30 |
Antimicrobial resistance: The threat from the pink corner |
|
13:30 - 14:00 |
Multi-ancestry genome-wide study in >2.5 million individuals reveals heterogeneity in mechanistic pathways of type 2 diabetes and complications |
|
14:00 - 14:30 |
Leveraging fractal folding properties of brains for cortical morphometry |
|
14:30 - 15:00 |
Break and networking |
|
Chair: Dr Yingke Chen, Northumbria University |
|
|
15:00 - 15:30 |
Dissecting challenges in genomics risk assessment |
|
15:30 - 15:45 |
AI-Enabled Human Activity Recognition Using Doppler Sensing for E-Healthcare Dr Yordanka Karayaneva (online), Teesside University |
| 15:45 - 16:15 | Genetic modulation of lifespan and post-reproductive longevity in heterogeneous mice Dr Danny Arends, Northumbria University |
|
16:15 - 16:20 |
Concluding remarks |
| 16:30 onwards | Post-event - informal drinks (networking) Local venue tbc |
Event information
- The event is free to attend
- Registrants will receive event communications via direct email and the Turing email group.
Dates/times
- Thursday 27th July 09:30-17:00 | Friday 28th July 09:30-16:30
Venue information
- If you attending in-person, please join us in the 4th Floor Hub, Business and Law Building, University of Northumbria, Falconar Street, Newcastle-upon-Tyne, NE2 1UY
- City Campus Map (building number 5) | AccessAble Guide (Business and Law Building) | Google map location | What3Words location
- Walking route (Newcastle Central Station - Gray's Monument - Northumberland Street - Northumbria University Footbridge - Business and Law Building, 22 minutes).
- Parking: the nearest pay and display parking is Falconar Street, Newcastle-upon-Tyne, NE2 1UY. View all car parking options.
Online attendance
- The online meeting links will be emailed to registrants 24-48 hours before the event start date. Some sessions may be recorded.
Event Registration Form
The event is free to attend. Please register below to confirm your place. If you are attending online, the meeting links will be sent automatically after registration.
Event Details
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