Artificial Intelligence in Medicine (AIMeD) Workshop
Events
Machine Vision and Intelligent Systems Lab at NUST SEECS is organizing the 3rd CureMD Artificial Intelligence in Medicine (AIMeD) Workshop, in collaboration with CureMD USA, on 4th Oct 2022. The Venue is SEECS Seminar Hall.
Focus and Objective
This three track workshop is focused on discussing Feature Engineering, Knowledge Engineering, Inferencing and Explainability in applying AI techniques for processing of Structured and Unstructured Medical Records, with the goal towards developing solutions which can assist clinicians to make more informed cancer management decisions for personalized healthcare.
Workshop Schedule
The workshop schedule is given below.
| Track | Session | Authors | Time Slot (PKT) | |||
|
1 |
Knowledge Engineering |
1 |
Knowledge Engineering for Medical Knowledge Extraction | Haniya Akhtar, Muddassar Farooq |
10:15 AM |
11:00 AM |
|
2 |
Extracting Cancer Phenotypes from Unstructured Medical Records | Saad Ahmad Khan, Muhammad Moazam Fraz |
11:00 AM |
11:45 AM |
||
|
3 |
Towards building Knowledge Graphs for Personalized Healthcare |
Amna Basharat |
11:45 AM |
12:15 PM |
||
| Tea Break | 12:15 PM | 12:30 PM | ||||
| 2 | Feature Engineering, Inference, and Explainability |
4 |
Incorporating Oncology Domain Knowledge into the Feature Engineering and Treatment Failure Prediction Pipelines |
Muhammad Usamah Shahid, Muddassar Farooq |
12:30 PM |
1:15 PM |
|
5 |
Identification of Nonlinear Indices to Predict Time-to- Treatment Failure in Oncology using EMR Data |
Ahsan Naseer, Muhammad
Zubair Bukhari, Imran Akhtar, Ahmad Saeed |
1:15 PM |
2:00 PM |
||
| Lunch + Prayer Break | 2:00 PM | 3:00 PM | ||||
|
6 |
User-Centered Explanations for Med Predictions |
Muhammad Hamza, Asfand Ali
Irfan, Mirza Omer Beg |
3:00 PM |
3:45 PM |
||
| 3 | Emerging Healthcare Technologies |
7 |
Data Lakehouse Engineering for Aiding in the Predictive Process of Treatment Failure for Cancer Patients |
Fizza Tauqeer, Muhammad Abdullah Hafeez, Muddassar Farooq |
3:45 PM |
4:30 PM |
|
8 |
Securing Healthcare Data through Searchable Encryption |
Aiman Sultan and Shahzaib Tahir |
4:30 PM |
5:00 PM |
||
| Tea + Prayer Break | 5:00 PM | 5:15 PM | ||||
|
9 |
LAM detection using fiber cavity attenuated phase shift spectroscopy and functionalized tapered fiber |
Ubaidullah, Bakhtawar, Muddassar Farooq, Basit Yameen, Imran Cheema |
5:15 PM |
6:00 PM |
||
Organizer
Dr Muhammad Moazam Fraz,
Associate Professor, HoD AI & Data Science
NUST SEECS.
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