Publications
Published work behind the platform
MANTRA is built by a team with a standing publication record spanning microbiome biology and medical AI — not a first attempt at either. A selection from each person is below; each section links to their full, continuously updated record.
Jagriti Ramanathan
Full record on Springer Nature →Co-founder & CTO, Mahanim Biologics — 16 publications, including 14 with Springer Nature; selected below
Ramanathan Sethuraman
Full record on ResearchGate →Collaborator — 28 years across Philips Research, Silicon Hive and Intel; AI and multi-omic healthcare analytics
AI-Assisted Screening of Oral Potentially Malignant Disorders Using Smartphone-Based Photographic Images
OPHash: Learning of Organ and Pathology Context-Sensitive Hashing for Medical Image Retrieval
COVIDomic: A Multi-Modal Cloud-Based Platform for Identification of Risk Factors Associated with COVID-19 Severity
Designing Deep Neural High-Density Compression Engines for Radiology Images
Varma S. Konala
Co-founder & CEO, Mahanim Biologics — built and led INAI; co-author on clinical AI research with R. Sethuraman
Debdoot Sheet
Full record on DBLP →Associate Professor, Dept. of Electrical Engineering, IIT Kharagpur — medical image analysis and deep learning for healthcare
Deep Neural Hashing for Content-Based Medical Image Retrieval: A Survey
A Wrapper Method for Finding an Optimal Subset of Multimodal MRI Sequences for Ischemic Stroke Lesion Segmentation
Detection of Breast Cancer From Whole Slide Histopathological Images Using Deep Multiple Instance CNN
Federated Learning for Site-Aware Chest Radiograph Screening
Fantom: Federated Adversarial Network for Training Multi-Sequence MRI in Semantic Segmentation
Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images
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