Dr. Fahad Saeed

MLSPred-Bench: Seizure Prediction Machine Learning-Ready EEG Benchmark data set. Use it to train, validate or test your ML prediction models. pcdslab.github.io/papers/MLSPred…

Overcoming Site Variability in Multisite fMRI Studies: An Autoencoder Framework for Enhanced Generalizability of Machine Learning Models. i.e. Use autoencoders to remove site variability instead of statistical methods pcdslab.github.io/papers/Overcom…

Machine-learning models for Alzheimer’s disease diagnosis using neuroimaging data: survey, reproducibility, and generalizability evaluation pcdslab.github.io/papers/survey

Chairing HPC-BOD workshop in conjunction with IEEE Big Data 2024 with @bozdags from 10 am EST to 12 noon EST on Dec 18th 2024. Join us at fiu.zoom.us/j/89173662351

Very exciting visit by Sid O'Bryant @TheBrainCareDoc at Saeed Lab @FIU. HABS-HD (African Americans, Hispanics, non-Hispanic whites) is truly a #high #Impact #Alzheimer #research #data. Look forward to continued collaborations. lnkd.in/eY9i7UWj lnkd.in/e2dmDUKB

Just got my self called "machine-learner", "deep-learner". Glad to learn that we have transformed into a verb. #mL #DL #verb

Algorithms for Decision Making from MIT 700 page book. ----- Content Part I: Probabilistic Reasoning Representation Inference Parameter Learning Structure Learning Simple Decisions Part II: Sequential Problems Exact Solution Methods Approximate Value Functions Online Planning Policy Search Policy Gradient Estimation Policy Gradient Optimization Actor-Critic Methods Policy Validation Part III: Model Uncertainty Exploration and Exploitation Model-Based Methods Model-Free Methods Imitation Learning Part IV: State Uncertainty Beliefs Exact Belief State Planning Offline Belief State Planning Online Belief State Planning Controller Abstractions Part V: Multiagent Systems Multiagent Reasoning Sequential Problems State Uncertainty Collaborative Agents

Princeton's "Machine Learning" lecture notes princeton-introml.github.io/files/COS324_C…

Here is the full text from the @WhiteHouse whitehouse.gov/briefing-room/…

This morning the White House issued a National Security Memorandum declaring that 'AI is likely to affect almost all domains with national security significance'. Attracting technical talent and building computational power are now official national security priorities.

@GarmireGroup Sure. But there is a lot of legwork between the R&D that we do in the lab and how and when it reaches the bedside (think logistic, regulatory, commercial).

@Prof_FahadSaeed Clinical utilities should be the guide.

I am tired of doing research that leads to no direct impacts on improving patients' lives. I could not care less about #citations and impact factor of papers I can publish now. #thoughtsToday

Excited to co-organize the 5th HPC-BOD with @Prof_FahadSaeed . This year's workshop will be online in conjunction with IEEE BigData 2024. Papers and extended abstracts are due on Oct 15th. Check out hpcbod.cs.fiu.edu for more information. Please RT.

Google just released free online courses on AI. No payment or fees are required! Here are 7 courses you don't want to miss in 2024:

The user-interface of our seizure prediction app is ready for testing - and we need your help ! If you or your loved ones suffer from seizures and would like to volunteer to try our design #Neotechlabs #epilepsy #seizures linkedin.com/posts/neotechl…

Predicting peptide properties from mass spectrometry data using deep attention-based multitask network and uncertainty quantification pcdslab.github.io/papers/ProteRi…

MLSPred-Bench: ML-Ready Benchmark Leveraging Seizure Detection EEG data for Predictive Models #reproducible #ML #models biorxiv.org/content/10.110…

Check out our book chapter on protocols for our ML models. Making MS Omics Data ML-Ready: SpeCollate Protocols pcdslab.github.io/papers/making-… #reproducible #reliable #MS #ML #omics

Train a neural network to reconstruct phylogenetic trees from simulated multiple sequence alignments, then apply it to real data. @Bastounette @lucblassel @ljacob