Cover Image

Data Augmentation Scheme for Raman Spectra with Highly Correlated Annotations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lange, Christoph, Thiele, Isabel, Santolin, Lara, Riedel, Sebastian L., Borisyak, Maxim, Neubauer, Peter, Bournazou, M. Nicolas Cruz
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Automatic Raman Measurements in a High-Throughput Bioprocess Development Lab
by: Lange, Christoph, et al.
Published: (2025)

ST2HE: A Cross-Platform Framework for Virtual Histology and Annotation of High-Resolution Spatial Transcriptomics Data
by: Liu, Zhentao, et al.
Published: (2025)

Leveraging Retrieval-Augmented Generation and Large Language Models to Predict SERCA-Binding Protein Fragments from Cardiac Proteomics Data
by: Phillips, Taylor A, et al.
Published: (2025)

Raman Spectroscopy for the Early Detection of Huanglongbing and Citrus Canker in Plants: A Review
by: Das, Ashis Kumar, et al.
Published: (2025)

Beyond the Clinic: A Large-Scale Evaluation of Augmenting EHR with Wearable Data for Diverse Health Prediction
by: Wang, Will Ke, et al.
Published: (2025)

SpikGPT: A High-Accuracy and Interpretable Spiking Attention Framework for Single-Cell Annotation
by: Huang, Min, et al.
Published: (2025)

Non-Destructive Carotenoid Quantification in Leaves via Raman Spectroscopy: Optimizing Treatment for Linear Discriminant Analysis
by: Park, Miri, et al.
Published: (2025)

A Robust Support Vector Machine Approach for Raman COVID-19 Data Classification
by: Piazza, Marco, et al.
Published: (2025)

Peak-Nadir Encoding for Efficient CGM Data Compression and High-Fidelity Reconstruction
by: Bender, Clara, et al.
Published: (2026)

Non-perturbative Bacterial Identification Directly from Solid Agar Plates Using Raman
by: Kim, Jeong Hee, et al.
Published: (2026)

DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
by: Bohde, Montgomery, et al.
Published: (2025)

Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling
by: Gwiazda, Piotr, et al.
Published: (2025)

A Data-Driven Measure of REM Sleep Propensity for Human and Rodent Sleep
by: Akhavan, Naghmeh, et al.
Published: (2026)

Mathematical Methods for Assessing the Accuracy of Pre-Planned and Guided Surgical Osteotomies
by: Nahass, George R., et al.
Published: (2024)

Objectively Evaluating the Reliability of Cell Type Annotation Using LLM-Based Strategies
by: Ye, Wenjin, et al.
Published: (2024)

LAFA: A Framework for Reproducible Longitudinal Assessment of Protein Function Annotation Models
by: Phan, An, et al.
Published: (2026)

UNISEP: A Unified Sensor Placement Framework for Human Motion Capture and Wearables
by: Welzel, Julius, et al.
Published: (2024)

Raman Spectroscopy Reveals Photobiomodulation-Induced α-Helix to β-Sheet Transition in Tubulins: Potential Implications for Alzheimer's and Other Neurodegenerative Diseases
by: Di Gregorio, Elisabetta, et al.
Published: (2023)

Design of radiotelemetry systems for animal tracking
by: Kazimierski, Laila, et al.
Published: (2025)

Q-MRS: A Deep Learning Framework for Quantitative Magnetic Resonance Spectra Analysis
by: Wu, Christopher J., et al.
Published: (2024)

Impact of Force Field Polarization on Correlated Motions of Proteins
by: Milinski, Ana, et al.
Published: (2025)

Beta regression mixed model applied to sensory analysis
by: Alves, João César Reis, et al.
Published: (2024)

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time
by: Bohde, Montgomery, et al.
Published: (2026)

CGM Data Analysis 2.0: Functional Data Pattern Recognition and Artificial Intelligence Applications
by: Klonoff, David C., et al.
Published: (2025)

Topological Data Analysis for Unsupervised Feature Selection in Large Scale Spatial Omics Data Sets
by: Boyle, James, et al.
Published: (2025)

Computational modelling of biological systems now and then: revisiting tools and visions from the beginning of the century
by: Loewe, Axel, et al.
Published: (2025)

Unsupervised self-organising map of prostate cell Raman spectra shows disease-state subclustering
by: West, Daniel, et al.
Published: (2024)

High-fidelity robotic PCR amplification
by: Beguin, Vincent, et al.
Published: (2025)

Enhancing Clinical Data Warehouses with Provenance and Large File Management: The gitOmmix Approach for Clinical Omics Data
by: Wack, Maxime, et al.
Published: (2024)

Interpreting Microbiome Relative Abundance Data Using Symbolic Regression
by: Haldar, Swagatam, et al.
Published: (2024)

HuBMAP Data Portal: A Resource for Multi-Modal Spatial and Single-Cell Data of Healthy Human Tissues
by: Turner, Morgan L., et al.
Published: (2025)

Data-driven discovery of dynamical models in biology
by: Prokop, Bartosz, et al.
Published: (2025)

Scaling and Data Saturation in Protein Language Models
by: Spinner, Aviv, et al.
Published: (2025)

Fast uncovering of protein sequence diversity from structure
by: Silva, Luca Alessandro, et al.
Published: (2024)

Bayesian Non-Negative Matrix Factorization with Correlated Mutation Type Probabilities for Mutational Signatures
by: Lang, Iris, et al.
Published: (2025)

A Compact, Data-Logging Breath-Gas Analyzer
by: Lacouture, Shelby, et al.
Published: (2025)

OMOP ETL Framework for Semi-Structured Health Data
by: Desmond, Jacob, et al.
Published: (2025)

A Novel Method for Clustering Cellular Data to Improve Classification
by: Wheeler, Diek W., et al.
Published: (2024)

Harnessing Big Data and Artificial Intelligence to Study Plant Stress
by: Koh, Eugene, et al.
Published: (2024)

Assessing Validity of ICD-10 Administrative Data in Coding Comorbidities
by: Pan, Jie, et al.
Published: (2025)