Table 1_Transcriptomic exploration yields novel perspectives on the regulatory network underlying trichome initiation in Gossypium arboreum hypocotyl.xlsx حسب Yuxing Xie (21639917)

"…<p>Trichomes play a crucial role in plant stress tolerance and serve as an excellent model for studying epidermal cell differentiation. …"

Image 1_Multi-omics and single-cell approaches reveal molecular subtypes and key cell interactions in hepatocellular carcinoma.jpeg حسب Xueqing Zou (2144722)

"…</p>Methods<p>In this study, we applied ten multi-omics classification algorithms to identify three distinct molecular subtypes of HCC (C1–C3). …"

Image 1_Deep learning-based optical coherence tomography and retinal images for detection of diabetic retinopathy: a systematic and meta analysis.tif حسب Zheng Bi (17701688)

"…Objective<p>To systematically review and meta-analyze the effectiveness of deep learning algorithms applied to optical coherence tomography (OCT) and retinal images for the detection of diabetic retinopathy (DR).…"

Image 6_Multi-omics and single-cell approaches reveal molecular subtypes and key cell interactions in hepatocellular carcinoma.jpeg حسب Xueqing Zou (2144722)

"…</p>Methods<p>In this study, we applied ten multi-omics classification algorithms to identify three distinct molecular subtypes of HCC (C1–C3). …"

VIIDA and InViDe: computational approaches for generating and evaluating inclusive image paragraphs for the visually impaired حسب Daniel L. Fernandes (20416673)

"…<p>Existing image description methods when used as Assistive Technologies often fall short in meeting the needs of blind or low vision (BLV) individuals. …"

Deep Diving into deep learning and AI: Experiences and lessons learned حسب eRNZ Admin (6438486)

"…</p><p dir="ltr">In this presentation we will share our experiences over the past five years, as well as our near-term plans for maturing our tools, upskilling Manaaki Whenua’s researcher base and sharing project models, data, software and knowledge.</p><p dir="ltr"><br></p><p dir="ltr"><b>ABOUT THE AUTHOR</b></p><p dir="ltr"><b>Brent Martin</b> is a senior data scientist and machine learning specialist at Manaaki Whenua – Landcare Research. …"

Supplementary file 1_Multi-omics exploration of chaperone-mediated immune-proteostasis crosstalk in vascular dementia and identification of diagnostic biomarkers.docx حسب Wentong Li (492392)

"…This study aims to elucidate the regulatory network and diagnostic potential of the molecular chaperone system in VaD through the integration of multi-omics data and machine learning algorithms.</p>Methods<p>Transcriptomic data from frontal and temporal cortex (GSE122063, n=15)and white matter (GSE282111, n=8) samples were obtained from the GEO database. …"

The performance of artificial intelligence in image-based prediction of hematoma enlargement: a systematic review and meta-analysis حسب Wenjing Fan (5236967)

"…</p> <p>Artificial intelligence algorithms based on imaging have shown good performance in predicting HE.…"

Table 2_Histone-related gene WDR77 promotes tumor progression through cell cycle regulation in skin cutaneous melanoma.xls حسب Haoxue Zhang (12208580)

"…Ten machine learning algorithms were integrated to build 101 prognostic models. …"

Table 2_Multi-omics analysis reveals ultraviolet response insights for immunotherapy and prognosis.docx حسب DanHua Zhang (22315099)

"…</p>Results<p>UVR.Sig was associated with ICI resistance and correlated with inhibitory immune cell infiltration and pro-tumor pathways in pan-cancer data. The UVR.Sig-based model achieved good predictive performance for ICI outcomes (AUC = 0.727). …"

Table 1_Construction of a glycosylation-related prognostic signature for predicting prognosis, tumor microenvironment, and immune response in soft tissue sarcoma.docx حسب Ningning Yuan (4231858)

"…A comprehensive machine learning framework integrating 101 algorithms was applied to construct a glycosyltransferase-based prognostic signature. …"

Table 1_Adverse events associated with vismodegib: insights from a real-world pharmacovigilance study using the FAERS database.docx حسب Bingqing Wang (6428924)

"…Data mining identified positive signals for on-label adverse events, such as muscle spasms, taste alterations, alopecia, fatigue, and weight decreased. …"

Table 3_Histone-related gene WDR77 promotes tumor progression through cell cycle regulation in skin cutaneous melanoma.xlsx حسب Haoxue Zhang (12208580)

"…Ten machine learning algorithms were integrated to build 101 prognostic models. …"

Image 3_Construction of a glycosylation-related prognostic signature for predicting prognosis, tumor microenvironment, and immune response in soft tissue sarcoma.jpeg حسب Ningning Yuan (4231858)

"…A comprehensive machine learning framework integrating 101 algorithms was applied to construct a glycosyltransferase-based prognostic signature. …"

Table 1_Histone-related gene WDR77 promotes tumor progression through cell cycle regulation in skin cutaneous melanoma.xlsx حسب Haoxue Zhang (12208580)

"…Ten machine learning algorithms were integrated to build 101 prognostic models. …"

Table 1_Multi-omics analysis reveals ultraviolet response insights for immunotherapy and prognosis.xlsx حسب DanHua Zhang (22315099)

"…</p>Results<p>UVR.Sig was associated with ICI resistance and correlated with inhibitory immune cell infiltration and pro-tumor pathways in pan-cancer data. The UVR.Sig-based model achieved good predictive performance for ICI outcomes (AUC = 0.727). …"

Diagnostic PANoptosis-related genes in acute kidney injury: bioinformatics, machine learning, and validation حسب Zhen Chen (129176)

"…</p> <p>Kidney biopsy transcriptomic expression data were obtained from the GEO database. Differentially expressed genes (DEGs) associated with PANoptosis were identified between AKI and controls. …"

Image 1_Construction of a glycosylation-related prognostic signature for predicting prognosis, tumor microenvironment, and immune response in soft tissue sarcoma.jpeg حسب Ningning Yuan (4231858)

"…A comprehensive machine learning framework integrating 101 algorithms was applied to construct a glycosyltransferase-based prognostic signature. …"

Analysis topics. حسب Harry Hochheiser (3413396)

"…<div><p><b>Objective:</b> To challenge clinicians and informaticians to learn about potential sources of bias in medical machine learning models through investigation of data and predictions from an open-source severity of illness score.…"

Image 2_Construction of a glycosylation-related prognostic signature for predicting prognosis, tumor microenvironment, and immune response in soft tissue sarcoma.jpeg حسب Ningning Yuan (4231858)

"…A comprehensive machine learning framework integrating 101 algorithms was applied to construct a glycosyltransferase-based prognostic signature. …"