Quantitative Biology - Quantitative Methods

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Methodology New Tool for Analyzing Animal Behavior Data

A new index helps researchers study animal behavior more accurately.

Maria Letícia Salvador, Gabriel Rodrigues Palma, Rafael de Andrade Moral

2025-06-14T00:35:56+00:00 ― 5 min read

Latest Articles

Quantitative Methods Anxiety and Its Impact on Depression Treatment

Study reveals how anxiety affects responses to digital treatment for depression.

Morgan B. Talbot, Omar Costilla-Reyes, Jessica M. Lipschitz

2025-06-11T21:59:45+00:00 ― 6 min read

Computation and Language Advancements in Treatment for Rare Gynecological Tumors

New technologies aim to improve care for patients with rare gynecological cancers.

Jacqueline Lammert, Nicole Pfarr, Leonid Kuligin

2025-06-11T17:31:32+00:00 ― 6 min read

Machine Learning PFAS Toxicity: New Insights from Research

Research reveals new findings on the toxicity of PFAS and their health effects.

Lucas Jividen, Tibo Duran, Xi-Zhi Niu

2025-06-11T04:41:27+00:00 ― 6 min read

Quantitative Methods The Role of AI in Virtual Cell Modeling

AI is transforming how researchers create virtual cells to study biological processes.

Charlotte Bunne, Yusuf Roohani, Yanay Rosen

2025-06-10T20:02:18+00:00 ― 6 min read

Quantitative Methods Understanding Agent-Based Modeling in Health Research

Learn how agent-based modeling and random numbers aid health research.

Daniel J. Klein, Romesh G. Abeysuriya, Robyn M. Stuart

2025-06-10T18:09:40+00:00 ― 7 min read

Quantitative Methods Advancements in Proton Therapy with AI

New AI methods improve proton therapy planning for cancer treatment.

Qingqing Wang, Chang Chang

2025-06-10T17:09:15+00:00 ― 4 min read

Quantitative Methods Advancing Heart Research with Physics-Informed Neural Networks

Using machine learning to model electrical signals in the heart.

Ching-En Chiu, Aditi Roy, Sarah Cechnicka

2025-06-10T11:23:09+00:00 ― 5 min read

Machine Learning Using Conformal Prediction in Biological Systems

A look at how conformal prediction improves uncertainty quantification in biology.

Alberto Portela, Julio R. Banga, Marcos Matabuena

2025-06-09T19:37:52+00:00 ― 8 min read

Quantitative Methods New Model Reveals DNA Interaction Insights

bioSBM connects DNA structure with biochemical features for better gene expression understanding.

Alex Chen Yi Zhang, Angelo Rosa, Guido Sanguinetti

2025-06-08T19:00:27+00:00 ― 5 min read

Quantitative Methods Advancements in MRI Radiomics for Glioblastoma Diagnosis

MRI radiomics improves glioblastoma diagnosis through genetic marker prediction.

Stanislav Kozák

2025-06-08T01:42:09+00:00 ― 6 min read

Quantitative Methods GATher: Advancing Drug Target Discovery

GATher improves the prediction of drug targets using advanced graph technology.

David Narganes-Carlon, Anniek Myatt, Mani Mudaliar

2025-06-07T22:49:06+00:00 ― 6 min read

Quantitative Methods New Method for Analyzing Brain Connectivity in fMRI Studies

A fresh approach to assess brain connectivity using structural equation modeling.

G. Marrelec, A. Giron

2025-06-07T18:23:56+00:00 ― 7 min read

Instrumentation and Detectors Understanding Instrument Noise in Flow Cytometry

New methods clarify measurement noise in flow cytometry, enhancing data reliability.

Amudhan Krishnaswamy-Usha, Gregory A. Cooksey, Paul Patrone

2025-06-06T23:44:42+00:00 ― 5 min read

Quantitative Methods New Method for Analyzing Cellular Interactions

Combining time-series and perturbation data improves understanding of cellular networks.

Stephen Y Zhang

2025-06-06T17:21:56+00:00 ― 8 min read

Quantitative Methods The ANTUR Diet: A New Approach to Weight Management

Explore the ANTUR diet's impact on weight loss and health.

Fabiana Antoniali, Maria Luisa Conza, Francesco Alessandro Conventi

2025-06-06T00:40:18+00:00 ― 5 min read

Quantitative Methods A New Noninvasive Method for Heart Valve Assessment

ADEPT method improves heart valve repair without surgery.

Wensi Wu, Mitchell Daneker, Christian Herz

2025-06-05T10:15:03+00:00 ― 5 min read

Quantitative Methods Improving Thyroid Nodule Diagnosis with New Model

A study proposes a model to better classify thyroid nodules and reduce unnecessary surgeries.

Shreeram Athreya, Andrew Melehy, Sujit Silas Armstrong Suthahar

2025-06-05T07:22:00+00:00 ― 4 min read

Machine Learning Advancing Protein Design with GameOpt

GameOpt innovates protein design through efficient optimization techniques.

Melis Ilayda Bal, Pier Giuseppe Sessa, Mojmir Mutny

2025-06-04T22:42:51+00:00 ― 6 min read

Machine Learning Hypergraphs: A New Lens on Data Complexity

Hypergraphs and diffusion wavelets offer deeper insights into complex data interactions.

Xingzhi Sun, Charles Xu, João F. Rocha

2025-06-04T16:08:00+00:00 ― 5 min read

Machine Learning Advancements in Molecular Dynamics Analysis with geom2vec

A new method simplifies feature selection in molecular simulations using graph neural networks.

Zihan Pengmei, Chatipat Lorpaiboon, Spencer C. Guo

2025-06-04T02:31:30+00:00 ― 6 min read

Image and Video Processing Foundations of Molecular Physics and Its Applications

Explore the essential concepts of molecular physics and their practical applications.

Jun Liu, Geng Yuan, Weihao Zeng

2025-06-03T23:38:27+00:00 ― 4 min read

Quantitative Methods Analyzing Turing Patterns in Chemical Systems

This article examines how Turing patterns form and are analyzed using topological data analysis.

Reemon Spector, Heather A. Harrington, Eamonn A. Gaffney

2025-06-03T20:45:24+00:00 ― 7 min read

Neurons and Cognition Neurons and Their Bursting Activity

An overview of how neurons communicate and their importance in brain function.

Lou Zonca, Elena Dossi, Nathalie Rouach

2025-06-02T10:08:48+00:00 ― 5 min read

Image and Video Processing New Method Improves Quality of Medical Images

RL2 offers a reliable way to assess medical image quality with fewer resources.

Pranav Jeevan, Neeraj Nixon, Abhijeet Patil

2025-06-02T07:15:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Importance of Cell Shapes in Health

Cell shapes provide crucial insights into health and disease classification.

Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc

2025-06-01T22:36:36+00:00 ― 5 min read

Machine Learning Hyperbox Mixture Regression: A New Approach for Antibody Production

HMR offers improved predictions for bioprocessing, especially in monoclonal antibody production.

Ali Nik-Khorasani, Thanh Tung Khuat, Bogdan Gabrys

2025-06-01T16:50:30+00:00 ― 5 min read

Quantitative Methods Enhancing Enzyme Activity with AI Innovations

AI tool Diffuser improves enzyme performance efficiently and reliably.

Xiaozhu Yu, Kai Yi, Yu Guang Wang

2025-06-01T11:04:24+00:00 ― 7 min read

Quantitative Methods Advancements in Protein Design with LaGDif Model

LaGDif offers a new approach to protein inverse folding.

Taoyu Wu, Yu Guang Wang, Yiqing Shen

2025-06-01T08:11:21+00:00 ― 6 min read

Machine Learning New Insights into Molecular Dynamics Simulations

A fresh approach enhances our view of molecular interactions.

Fang Sun, Zijie Huang, Haixin Wang

2025-06-01T02:25:15+00:00 ― 6 min read

Biological Physics Navigating Complex Networks: The Protein Search

Learn how proteins find their targets in complex biological networks.

Lucas Hedström, Seong-Gyu Yang, Ludvig Lizana

2025-05-31T14:53:03+00:00 ― 4 min read

Machine Learning Advancements in Protein Language Models Training

Researchers improve protein model training using diverse data and efficient methods.

Xingyi Cheng, Bo Chen, Pan Li

2025-05-30T19:34:40+00:00 ― 5 min read

Quantitative Methods Understanding Shapley Values in DNA Profiling

Shapley values enhance decision-making in DNA profiling and related fields.

Lauren Elborough, Duncan Taylor, Melissa Humphries

2025-05-29T20:29:14+00:00 ― 6 min read

Quantitative Methods The Rise of ChaRNABERT in RNA Research

ChaRNABERT promises to revolutionize RNA modeling and treatment development.

Adrián Morales-Pastor, Raquel Vázquez-Reza, Miłosz Wieczór

2025-05-29T10:15:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Breast Cancer Diagnosis with Deep Learning

This study uses deep learning and transfer learning for HER2 scoring in breast cancer.

Rawan S. Abdulsadig, Bryan M. Williams, Nikolay Burlutskiy

2025-05-29T05:29:20+00:00 ― 6 min read

Quantitative Methods Revolutionizing Drug Discovery with BAPULM

BAPULM simplifies drug interaction predictions, speeding up medicine development.

Radheesh Sharma Meda, Amir Barati Farimani

2025-05-29T00:43:40+00:00 ― 5 min read

Machine Learning Innovative Strategies in Cancer Drug Design

Scientists use advanced methods to create better cancer treatments with fewer side effects.

Alif Bin Abdul Qayyum, Susan D. Mertins, Amanda K. Paulson

2025-05-28T10:26:40+00:00 ― 6 min read

Quantitative Methods The Hidden Role of Microbes in Our Lives

Explore the vital roles of microbes in ecology, health, and industry.

Nils Friederich, Angelo Jovin Yamachui Sitcheu, Annika Nassal

2025-05-27T20:09:40+00:00 ― 7 min read

Applications Selecting Simulation-Based Inference Methods in Computational Biology

A guide to choosing SBI methods for biological data analysis.

Xiaoyu Wang, Ryan P. Kelly, Adrianne L. Jenner

2025-05-27T16:09:10+00:00 ― 7 min read

Quantitative Methods Precision Rehabilitation: Tailored Recovery for Everyone

A focused approach to rehabilitation that meets individual patient needs for better recovery.

R. James Cotton, Bryant A. Seamon, Richard L. Segal

2025-05-27T10:38:20+00:00 ― 6 min read

Hardware Architecture DART-PIM: A New Era in DNA Mapping

DART-PIM offers a faster, more efficient way to map DNA.

Rotem Ben-Hur, Orian Leitersdorf, Ronny Ronen

2025-05-27T01:07:00+00:00 ― 6 min read