Neil Gautam

1 articles · 12 co-authors · latest: 2026-03-27
19 citations · h-index 2 · 5 papersData: Semantic Scholar

We have retold 1 papers by this author. most often about: medical image segmentation, deep learning in medical imaging, Convolutional Neural Networks. 12 co-authors across our retellings.

Links in the knowledge graph
Medical Physics2026-03-271 minarXiv:2603.27003express
Heart by Contour: How AI Builds 3D Shape
The heart is not a perfect sphere; its shape changes with every beat. To build an accurate 3D copy for a computer model, doctors typically take dozens of MRI slices. But that's like assembling a watermelon from thin slices: the fewer slices, the more guesswork. A new approach teaches a neural network to understand the heart's shape from sparse contours.