Results 151 to 160 of about 2,457,508 (205)

Multimodality, interaction modeling, and multimodule architectures in genomic prediction: A unified conceptual framework

open access: yesThe Plant Genome, Volume 19, Issue 3, September 2026.
Abstract The rapid expansion of genomic, environmental, phenomic, and other high‐dimensional data sources has transformed genomic prediction in plant breeding. However, the terms multimodal, interaction modeling, and multimodule architecture are often used inconsistently, generating ambiguity regarding whether they refer to biological assumptions, data
J. Crossa   +7 more
wiley   +1 more source

Crowdsourcing image analysis for plant phenomics to generate ground truth data for machine learning. [PDF]

open access: yesPLoS Comput Biol, 2018
Zhou N   +10 more
europepmc   +1 more source

Molecular insights and translational opportunities to enhance heat tolerance in rice

open access: yesThe Plant Genome, Volume 19, Issue 3, September 2026.
Abstract Heat stress is an increasingly serious threat to rice (Oryza sativa L.) productivity, yet the genetic and regulatory architecture underlying thermotolerance remain poorly resolved and fragmented across studies. Earlier research focused on individual pathways or specific developmental stages; however, recent advances now support an integrated ...
Prabhat Rana   +7 more
wiley   +1 more source

Dealing with multi-source and multi-scale information in plant phenomics: the ontology-driven Phenotyping Hybrid Information System. [PDF]

open access: yesNew Phytol, 2019
Neveu P   +11 more
europepmc   +1 more source

Focus on DnaJ protein research from Arabidopsis to crop improvement

open access: yesThe Plant Genome, Volume 19, Issue 3, September 2026.
Abstract DnaJ proteins (Hsp40s) are essential components of the cellular proteostasis network, functioning as molecular co‐chaperones that regulate protein folding, stability, and stress‐responsive homeostasis in plants. Beyond their classical role as Hsp70 partners, accumulating evidence demonstrates that DnaJ proteins participate in diverse ...
Muhammad Arif   +8 more
wiley   +1 more source

Genomic resources to advance seed coat color and patterning genetics and breeding in common bean (Phaseolus vulgaris L.)

open access: yesThe Plant Genome, Volume 19, Issue 3, September 2026.
Abstract Seed coat color and patterning are key quality traits in common bean (Phaseolus vulgaris L.) that define market classes and strongly influence consumer preference and market value. These traits are controlled by a complex network of major genes (sometimes with epistatic interactions), which complicates the recovery of desired market class ...
Jayanta Roy   +5 more
wiley   +1 more source

Health Service Delivery Outcomes From Nursing in Genomics: A Scoping Review of the Literature (2012–2025)

open access: yesInternational Nursing Review, Volume 73, Issue 3, September 2026.
ABSTRACT Aim This study aimed to summarize the current state of the science for “health service delivery–oriented outcomes” from nursing in genomics (2012–2025). Background Nurses can play a vital role in increasing access to genomic healthcare and improving outcomes for patients, families, and communities.
Jordan N. Keels   +6 more
wiley   +1 more source

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