research topics

Submission open

Algorithms for Integrative Systems Microbiology: Multi-Dataset and Multi-Omics Integration for Mechanistic Insight

• Umer Zeeshan Ijaz
• Michelina Ruocco
• Jiaxu Li
• Xiaogang Wu

• 413 views

Submission open

Data-Driven Strategies for Efficient Study Planning in High-Dimensional Healthcare Omics and Biomarker Discovery

• Nuriye Sancar
• Erol Eğrioğlu
• Ufuk Beyaztas

• 592 views

Submission open

Hybrid Mechanistic–AI Modeling with Physics-Trained Neural Networks for Patient Digital Twins

• Mohammadreza Nikmaneshi
• Narsis Aftab Kiani

• 329 views

Submission open

AI & Mechanistic Neuroscience: Hybrid Models Beyond Prediction

• Christoph Metzner
• Federico Reali

• 246 views

Submission open

Systemic Health: Bridging Systems Thinking and Systems Biology for Integrated Understanding of Health and Disease

• Gary Smith
• Deeanna Burleson

• 126 views

Submission open

From Tool to Teammate: How Generative and Agentic AI Will Reshape Systems Biology Modeling

• Ioannis P Androulakis
• Mohamed H. Shahin

• 725 views

Submission open

Emerging Science, Trends, and Innovations in Genomic Analysis: Insights from the Brazilian Symposium on Bioinformatics

• Marcelo Reis
• Fabricio Martins Lopes
• Daniel De Oliveira
• KELE BELLOZE

• 2,567 views
• 1 article

Submission open

Integrating Multi-Modal High-Content Screening Data with Machine Learning for Drug Discovery and Target Identification

• Zuyi (Jacky) Huang
• Mahendiran Dharmasivam
• Busra Kaya

• 153 views

Submission open

Grey-Box Modeling in Biomedicine: Integrating Mechanistic Knowledge and AI Across Scales

• Andreas Schuppert
• Eran Agmon

• 223 views

Submission open

Uncertainty-Aware Systems Immunology (Noise, Stochasticity, Identifiability, Uncertainty Quantification, Surrogates, and Digital Twins)

• Barbara De Melo Quintela
• Ruy Freitas Reis

• 206 views

Submission open

Multi-scale, Multi-Organ Intervention Modeling and Virtual Clinical Trials

• Tarunendu Mapder
• Raghu Sinha
• Chen Zhao
• Kazim Yalcin Arga

• 490 views

Submission open

Advancing the clinical translation of polygenic risk scores for complex diseases

• Sare Verstockt
• Isabelle Cleynen

• 640 views

Submission open

Reviews in Integrative Systems Neuroscience

• Dong Song
• Gene Jong Yu
• Luis Felipe Dias Lopes

• 295 views

Submission open

Modeling and Engineering T Cells: From Systems Understanding to Next-Generation Immunotherapies

• Valentina Di Salvatore
• Brandon DeKosky
• Barbara De Melo Quintela
• Fabricio Alves Barbosa da Silva
• Lucas Fornari Laurindo

• 10,061 views
• 2 articles

Submission open

Digital Patients for Biomarker Discovery and Treatment Response

• Prosper Obed Chukwuemeka
• Ahmet Acar
• Lingzhang Meng

• 243 views

Submission open

Learning on Trees and Graphs: Deep Learning & Graph Neural Networks for Phylogenetics and Eco‑Evolutionary Systems

• Ruriko Yoshida

• 556 views

Submission open

Reviews in Data and Model Integration

• HEMANT KUMAR
• Shengqiang Liu

• 363 views

Submission open

Reviews in Systems and Synthetic Immunology

• Lucas Fornari Laurindo
• Maria Angelica Miglino
• Sandra Barbalho

• 346 views

Submission open

Reviews in Integrative Genetics and Genomics

• Dr Ranjith Kumavath
• Prashanth N Suravajhala
• Pengguo Xia

• 643 views

Submission open

Explainable AI (XAI) in Biomedical Diagnostics

• WAN AZANI WAN MUSTAFA
• Moh Khairudin
• Hiam Alquran

• 1,875 views

Submission open

Reviews in Multiscale Mechanistic Modeling

• Paula A Vasquez
• Junfeng Zhang
• James Gallo
• Paola Lecca

• 36,275 views
• 4 articles

Submission open

Systematic Approaches to Biomarker Discovery for Early Detection

• Sunil Kumar Polipalli
• Olugbenga Oluwagbemi
• Ashish Kumar
• Prashanth N Suravajhala

• 1,053 views

Submission open

Engineered Living Materials: Harnessing Biological Systems for Adaptive, Sustainable, and Multifunctional Platforms

• Monsur Islam
• Chelsea Heveran
• Andres Diaz Lantada
• Carmelo De Maria

• 733 views

Submission open

Innovative computational strategies in modeling complex biological systems

• Susan Mertins
• Shengqiang Liu

• 521 views