PS
Parthasarathy Suryanarayanan
cs.LGcs.AIArtificial Intelligencecs.CYdeep learningelectronic health recordsnatural language processingq-bio.BMadverse drug eventsadverse drug reaction reporting systems
On Valency
published · living versionsW_trt7ux8s·v2 · currentpublished
Supervised Learning with Quantum Hamiltonian Embeddings
with Riccardo Molteni, Minjun Jeon, Paolo Braccia, Abhinav Deshpande +6
2 versions
Preprints & journals
12 papers in the corpus · 2020–2026Supervised Learning with Quantum Hamiltonian Embeddings2610.26833v2 · Riccardo Molteni, Minjun Jeon, Paolo Braccia et al.2026 · 0 citationsarXivon Valency
Predicting Collision Cross Sections with GRACE: Geometric Residual Adduct Conditioning via Early-fusion.42856703 · Suryanarayanan, Parthasarathy, Das, Susanta, Sethi, Shreyans et al.2026 · 0 citationsArXiv. 2026
MAMMAL - Molecular Aligned Multi-Modal Architecture and Language for biomedical discovery.42380594 · Shoshan, Yoel, Raboh, Moshiko, Ozery-Flato, Michal et al.2026 · 3 citationsnpj drug discovery. 2026;3(1)
Multi-View Biomedical Foundation Models for Molecule-Target and Property Prediction.41604552 · Suryanarayanan, Parthasarathy, Qiu, Yunguang, Sethi, Shreyans et al.2026 · 9 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(14):e17840
MAMMAL -- Molecular Aligned Multi-Modal Architecture and Language2410.22367v3 · Yoel Shoshan, Moshiko Raboh, Michal Ozery-Flato et al.2024 · 6 citationsarXiv
Disease Progression Modeling Workbench 3602106.13265v1 · Parthasarathy Suryanarayanan, Prithwish Chakraborty, Piyush Madan et al.2021 · 1 citationarXiv
AI-assisted tracking of worldwide non-pharmaceutical interventions for COVID-19.33767205 · Suryanarayanan, Parthasarathy, Tsou, Ching-Huei, Poddar, Ananya et al.2021 · 32 citationsScientific data. 2021;8(1):94
A Novel Methodology For Crowdsourcing AI Models in an Enterprise2103.14033v1 · Parthasarathy Suryanarayanan, Sundar Saranathan, Shilpa Mahatma et al.2021 · 0 citationsarXiv
Timely and Efficient AI Insights on EHR: System Design.33936494 · Suryanarayanan, Parthasarathy, Epstein, Edward A, Malvankar, Abhishek et al.2021 · 10 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2020;2020:1180-1189
Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning.33245284 · Mahajan, Diwakar, Poddar, Ananya, Liang, Jennifer J et al.2024 · 29 citationsJMIR medical informatics. 2020;8(11):e22508
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records2007.12780v2 · Parthasarathy Suryanarayanan, Bhavani Iyer, Prithwish Chakraborty et al.2020 · 1 citationarXiv
Extraction of Information Related to Drug Safety Surveillance From Electronic Health Record Notes: Joint Modeling of Entities and Relations Using Knowledge-Aware Neural Attentive Models.32459650 · Dandala, Bharath, Joopudi, Venkata, Tsou, Ching-Huei et al.2020 · 30 citationsJMIR medical informatics. 2020;8(7):e18417
Career total: 16 works. 12 are in this corpus.
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