IEEE

Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM

Abstract: Particulate matter forecasting is fundamental for early warning and controlling air pollution, especially PM2.5. The increase in this level of concentration will lead to a negative impact on ...
IEEE

TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study

Abstract: Identification of brain tumors at an early stage is crucial in cancer diagnosis, as a timely diagnosis can increase the chances of survival. Considering the challenges of tumor biopsies, ...
GitHub

Lagrangian Latent Regime Networks

What problem does this solve? Most regime classifiers treat the hidden state as an unconstrained feature vector. This project asks: does imposing energy-based dynamics on the latent space produce ...
GitHub

itzkumarc/mimic-iv-forecasting

. ├── src/ │ ├── 01_build_dataset.py # Raw MIMIC-IV → Hourly time-series dataset │ ├── 02_qc_plots.py # Quality control and EDA visualizations │ ├── 03_model_prophet.py # Facebook Prophet baseline ...