Alexander Hamel

Prediction of progression from mild cognitive impairment to Alzheimer's disease with longitudinal and multimodal data

Huitong Ding, Biqi Wang, Alexander Hamel et al. · Frontiers in Dementia · 2023 · 28 citations · Full text

Medicine, Neurology, Neuroscience +17

Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder

Fahimeh Mohagheghian, Dong Han, Om Ghetia et al. · Expert Systems with Applications · 2023 · 23 citations

Engineering, Biomedical Engineering, Cardiology +16

Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme

Fahimeh Mohagheghian, Dong Han, Om Ghetia et al. · IEEE Transactions on Biomedical Engineering · 2023 · 18 citations

Engineering, Biomedical Engineering, Cardiology +16

Effect of P2Y12 Inhibitors on Organ Support–Free Survival in Critically Ill Patients Hospitalized for COVID-19

Jeffrey S. Berger, Matthew D. Neal, Lucy Z. Kornblith et al. · JAMA Network Open · 2023 · 17 citations · Full text

Medicine, Pharmacology, Pharmacotherapy +11

Multimodal Machine Learning for 10-Year Dementia Risk Prediction: The Framingham Heart Study

Huitong Ding, Amiya Mandapati, Alexander Hamel et al. · Journal of Alzheimer s Disease · 2023 · 15 citations

Medicine, Computer Science, Geriatric Medicine +17