Supplementary file 1_RadioMe: an automated home-based radio, music playlist, and diary reminder system: Report on recruitment, music compilation, and listening, and preliminary tes... حسب Alexander Street (16905678)

"…</p>Materials and methods<p>In stage 1, a playlist compilation process was co-designed with a lived experience group; HR and behavioural data were collected by participants when agitated to refine the algorithm used for automated music activation; 15 home visits were conducted to compile and test the playlists, collecting video, HR, and autobiographical data in each session to inform on playlist suitability for NPS management. …"

Supplementary file 1_A workflow for extracting ungulate trails in wetlands using 3D point clouds obtained from airborne laser scanning.docx حسب Jinhu Wang (2631772)

"…The workflow starts by pre-processing to retile the LiDAR point clouds to designated tiles and removes outliers from the raw data. …"

Data Sheet 1_Artificial intelligence in breast cancer survival prediction: a comprehensive systematic review and meta-analysis.csv حسب Zohreh Javanmard (20270430)

"…Common ML methodologies included pre-processing, feature extraction, dimensionality reduction, and classification. …"

Table 1_Artificial intelligence in breast cancer survival prediction: a comprehensive systematic review and meta-analysis.docx حسب Zohreh Javanmard (20270430)

"…Common ML methodologies included pre-processing, feature extraction, dimensionality reduction, and classification. …"

Table 2_Artificial intelligence in breast cancer survival prediction: a comprehensive systematic review and meta-analysis.docx حسب Zohreh Javanmard (20270430)

"…Common ML methodologies included pre-processing, feature extraction, dimensionality reduction, and classification. …"

Data_Sheet_1_Curriculum guide for teaching house officers and faculty: applying procedure codes effectively using chemical denervation as a model.PDF حسب Maryam Berri (17330017)

"…</p>Methods<p>We developed a curriculum that includes algorithmic visuals, pre-and post-test questions, and reflections. …"

Data_Sheet_2_Curriculum guide for teaching house officers and faculty: applying procedure codes effectively using chemical denervation as a model.PDF حسب Maryam Berri (17330017)

"…</p>Methods<p>We developed a curriculum that includes algorithmic visuals, pre-and post-test questions, and reflections. …"

kececilayout حسب Mehmet Keçeci (14301782)

"…</p><p dir="ltr"><i>Python implementation of the Keçeci layout algorithm for graph visualization.</i></p><h2>Description / Açıklama</h2><p dir="ltr">This algorithm arranges nodes sequentially along a primary axis and offsets them alternately along a secondary axis. …"

Children and Adolescents Meibomian Glands (CAMG) Dataset حسب Li Li (20102834)

"…<p dir="ltr">This dataset includes 1,114 infrared images of upper eyelid meibomian glands collected between June 2020 and July 2024 in 600 participants aged 4 to 18 years. Images were pre-processed including denoising and normalized and manually annotated by 3 junior ophthalmologists and 1 senior ophthalmologist. …"

Supporting files for thesis "Deep-learning-based Morphological Modelling: Case Study in Soft Robot Control, Shape Sensing and Deformation" حسب Yingqi Li (9151304)

"…Considering 2D images are more accessible and common compared to 3D topology data, this thesis also investigates soft tissue modelling via medical images. …"

Visualization of the image segmentation and labeling pipeline for the first frame of an example movie. حسب Miriam Schnitzerlein (21446136)

"…(M) Using the labels from (L) to correctly label the pre-processed binary images from (E). (N) Final labelled image.…"

Echo Peak حسب Rocco De Marco (14146593)

"…</p><p dir="ltr">For classification, the algorithm iteratively processes the audio in overlapping time windows. …"

Table 1_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

Table 12_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

Table 8_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

Table 7_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

Image 4_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).tif حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

An optional formula for calculating crustal thickness using Sr/Y ratio and its application to the southeastern margin of the Central Asian Orogenic Belt حسب Xu Ma (45624)

"…Global lower crust-derived magmatic rock (younger than 23 Ma) data from diverse geological settings were selected and filtered using key geochemical criteria, alternating and iteratively using K-means clustering algorithm and improved Thompson tau method to exclude outliers. …"

Table 5_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"

Table 2_Genome-wide identification and expression analysis of phytochrome gene family in Aikang58 wheat (Triticum aestivum L.).xlsx حسب Zhu Yang (756364)

"…Additionally, the least absolute shrinkage and selection operator (LASSO) regression algorithm in machine learning was used to screen transcription factors such as bHLH, WRKY, and MYB that influenced the expression of TaAkPHY genes. …"