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RESEARCH PAPER · The Innovation Life · 2024

Artificial intelligence for life sciences: A comprehensive guide and future trends

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Artificial intelligence for life sciences: A comprehensive guide and future trendsOriginalArtificial intelligence for medicine 2025: Navigating the endless frontier31Genome-driven Chinese precision medicine: Biobank-scale genomic research as a new paradigm18Intratumoral heterogeneity: Targeting origin vs. variations and AI-driven non-invasive assessment3Microbial carbon utilization for a sustainable future3Reviving the charm of a century-old classic theory: Engineering source-sink relations to breed climate-smart crops2TropiCODB: A multi-omics resource for supporting biodesign in tropical crops5The Semi‐Natural Climate Chambers across Latitudes: A Broadly Applicable Husbandry and Experimental System for Terrestrial Ectotherms under Climate Change6Blockchain‐Empowered H‐CPS Architecture for Smart Agriculture24Separation strategies of terpenoids from microbial fermentation broths5Editorial: Gut microbiota's role in high-altitude animal adaptation2Harnessing Vision-Language Models for Improved Detection and Analysis of Harmful Algal Blooms (HAB)3Phylogenomics of the Bupleurum in East Asia: Insights into distribution patterns and diversification2Decoding anthropogenic risk through historical baselines: a conservation prioritization framework for Chinese white dolphin in anthropogenic seascapes5Advances and challenges in bioproduction of microbial exopolysaccharides: Synthesis mechanisms, engineering strategies, and future perspectives21Transforming Medical Microbiology: The Role of Artificial Intelligence6CassavaDB: An integrated multi-omics resource for functional genomics and molecular breeding of cassava2Artificial Intelligence for Bone: Theory, Methods, and Applications4iFish: a comprehensive multi-omics database for fish genetics, transcriptional regulation, and epigenetic research4Recent advances and perspectives in biosynthesis of paclitaxel: key enzymes and intermediates10Revitalizing orphan crops to combat food insecurity14Phased telomere-to-telomere super-pangenome: definitive reference genome in plants8In situ durable Prussian blue-coated titanium implants for NIR-triggered antibacterial and osseointegrative enhancement3Artificial intelligence in bone biology: Transforming basic research into advanced therapeutics2DNA Profiling from Blood Evidence0Microbial Omics Analysis for Multispecies Symbioses in Specialty Fermentations and Nonfood Fermentations0Microbial Omics Analysis for Multispecies Symbioses in Staple and Traditional Fermented Foods1PCO-ERFVII: A hub coordinating flooding and post-flood stress0What’s next in life sciences: From “dark matter” decoding to system-level design1Protein foundation models: a comprehensive survey6A survey on LLM-as-a-judge120Dyspepsia following Helicobacter pylori eradication: Shifts in etiology and clinical challenges0Integrative Analysis of Whole-Genome Bisulfite Sequencing and RNA-Seq in Skeletal Muscle of Xin’anjiang Water Buffalo0Deep learning of fluorescence signals for biofluorophore identification and quantification1Robust and interpretable unit level causal inference in neural networks for pediatric myopia1Smart Enantioseparation: A Critical Review of Instrumentation, Automation, and Data-Driven Strategies in Analytical Chirality6Open and sustainable AI: challenges, opportunities and the road ahead in the life sciences6Quantitative spatial organization facilitates high-level production of β-farnesene in Escherichia coli2Dissecting the role of the endoplasmic reticulum in trophectoderm development and blastocyst quality in yaks0The characterization and in silico simulations analysis of ions and chemicals on the dynamics of an alkaline protease produced by Bacillus atrophaeus WML2023L10Converging artificial intelligence and organoids: toward a mechanism-driven research paradigm for traditional Chinese medicine0AI in Drug Discovery: Clinical Failures, Regulatory Reality, and the Validation Crisis Behind the Hype7GSAman: A gene-structure annotation manual curator for functional genomics research2Genomic Fundamentals and Applications in Asian Swamp Eel (Monopterus albus): A Review1Bioactive environments to combat antimicrobial resistance: artificial intelligence and model-driven microbial biocontrol for living materials1AI for science: Progress, challenges, and perspectives2Panomics-informed and AI-guided precision genome editing for crop improvement under combined abiotic stresses1Artificial intelligence in science education with a focus on life and earth sciences a bibliometric analysis of global research trends from 2015 to 20250

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