31 citations · 31 across the 4 of their papers we have counts for
4 papers
Timesynth: A Temporal Fidelity Framework for Health Signal Digital Twins
Md Rakibul Haque, Shireen Elhabian, Warren Woodrich Pettine
Forecasting models for health-signal digital twins must preserve the oscillatory, frequency, phase, and state-transition dynamics of physiological signals, yet the pointwise metric…
MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs
Md Rakibul Haque, KM Arefeen Sultan, Tushar Kataria +1
While medical Vision-Language models (VLMs) achieve strong performance on tasks such as tumor or organ segmentation and diagnosis prediction, their opaque latent representations li…
TimeSynth: A Framework for Uncovering Systematic Biases in Time Series Forecasting
Md Rakibul Haque, Vishwa Goudar, Shireen Elhabian +1
Time series forecasting is a fundamental tool with wide ranging applications, yet recent debates question whether complex nonlinear architectures truly outperform simple linear mod…
A deep learning approach for brain tumor detection using magnetic resonance imaging
Al-Akhir Nayan, Ahamad Nokib Mozumder, Md. Rakibul Haque +4
The growth of abnormal cells in the brain's tissue causes brain tumors. Brain tumors are considered one of the most dangerous disorders in children and adults. It develops quickly,…