Siddharth Singh reviewed Data-Centric AI for EEG-Based Emotion Recognition: Noise Filtering and Augmentation Strategies Cognitive Neuroscience Review published September 19, 2025 Preprint server Preprints.org
Siddharth Singh reviewed The Influence of Hatching on Blastocyst Metabolomic Analysis: Mass Spectral Analysis of Spent Blastocyst Media in Ai/ML Prediction of IVF Embryo Implantation Potential– To Hatch or Not to Hatch? Molecular Biology Review published August 29, 2025 Preprint server Preprints.org
Siddharth Singh reviewed Intrinsic Resistance of the Hippocampal CA2 Subfield to Neuroinflammation After Status Epilepticus NeurologyPhysiology Review published August 10, 2025 Preprint server bioRxiv