Quantitative Biology - Quantitative Methods

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Computer Vision and Pattern Recognition Automating Tree Ring Analysis with Deep Learning

A new method identifies tree rings in images using deep learning.

Henry Marichal, Gregory Randall

2025-06-22T03:09:00+00:00 ― 5 min read

Latest Articles

Statistical Mechanics Insights into Stochastic Dynamics in Nature

Analyzing random behaviors in systems reveals key insights across various fields.

Ramón Nartallo-Kaluarachchi, Paul Expert, David Beers

2025-06-19T23:14:06+00:00 ― 5 min read

Biological Physics Understanding Multi-Particle Complexes in Biology

Examining particle interactions is key to advances in biology and chemistry.

Rebecca J. Rousseau, Justin B. Kinney

2025-06-19T14:34:57+00:00 ― 5 min read

Quantitative Methods Linking Biological Age to Health Risks

This study examines how BrainAge and MetaboAge predict health outcomes.

Pedro Mateus, Swier Garst, Jing Yu

2025-06-19T11:41:54+00:00 ― 5 min read

Quantitative Methods Advancements in Machine Learning for Biopharmaceutical Production

Machine learning improves predictions and monitoring in biopharmaceutical manufacturing.

Thanh Tung Khuat, Robert Bassett, Ellen Otte

2025-06-18T21:16:39+00:00 ― 5 min read

Image and Video Processing Advancements in Cell Analysis with CISCA Method

A new method and dataset for automated cell analysis in brain research.

Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo

2025-06-16T20:14:48+00:00 ― 4 min read

Machine Learning The Impact of Topology on Knowledge Graphs in Biomedicine

Exploring how graph structure influences predictions in biomedical knowledge graphs.

Alberto Cattaneo, Stephen Bonner, Thomas Martynec

2025-06-16T17:21:45+00:00 ― 6 min read

Quantitative Methods New Model Predicts Drug Passage Through Blood-Brain Barrier

A novel model improves predictions of drugs crossing the blood-brain barrier.

Shivesh Prakash

2025-06-16T08:42:36+00:00 ― 6 min read

Quantitative Methods Advanced Shape Analysis Tools in Evolutionary Biology

New tools enhance shape analysis for evolutionary insights.

Felix Risbro Hjerrild, Shan Shan, Doug M Boyer

2025-06-15T18:17:21+00:00 ― 6 min read

Quantitative Methods Advancements in CRISPR: DeepFM-Crispr Model

New model enhances guide RNA predictions for CRISPR applications.

Condy Bao, Fuxiao Liu

2025-06-15T00:59:03+00:00 ― 6 min read

Genomics New Methods for Annotating Single-Cell Transcriptomics

Innovative techniques improve labeling of single-cell profiles in developmental biology.

Malek Senoussi, Thierry Artières, Paul Villoutreix

2025-06-14T22:06:00+00:00 ― 5 min read

Neurons and Cognition How Our Brains Represent Visual Information

Study reveals shared patterns in how we perceive images.

Raj Magesh Gauthaman, Brice Ménard, Michael F. Bonner

2025-06-14T16:19:54+00:00 ― 5 min read

Quantitative Methods New Methods Reveal Insights into Cell Behavior

Recent advancements improve understanding of complex cell dynamics and interactions.

Aden Forrow

2025-06-14T13:57:00+00:00 ― 6 min read

Quantitative Methods Innovative Approach to Molecular Impact on Cells

New model improves predictions of molecule effects on cell behavior.

Philip Fradkin, Puria Azadi, Karush Suri

2025-06-14T13:26:51+00:00 ― 6 min read

Machine Learning PharmacoMatch: Speeding Up Drug Discovery

PharmacoMatch uses machine learning to enhance pharmacophore screening efficiency.

Daniel Rose, Oliver Wieder, Thomas Seidel

2025-06-14T10:33:48+00:00 ― 6 min read

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

Computation A Faster Way to Fit Models to Data

Learn how Langevin dynamics improves parameter estimation over traditional methods.

Chris Chi, Jonathan Weare, Aaron R. Dinner

2025-06-13T23:45:52+00:00 ― 7 min read

Image and Video Processing Impact of Staining Differences on Deep Learning in Lung Cancer

Study shows staining variations hinder deep neural networks in cancer prediction.

Siyu, Lin, Haowen Zhou

2025-06-13T14:22:27+00:00 ― 4 min read

Image and Video Processing Advancements in Prostate Cancer Diagnosis

New methods improve accuracy in prostate cancer diagnosis through advanced tissue analysis.

Ekaterina Redekop, Mara Pleasure, Zichen Wang

2025-06-13T11:29:24+00:00 ― 5 min read

Quantitative Methods The Impact of Microbiomes on Health

A look into microbiomes and their significance in health through metagenomics.

Binghao Yan, Yunbi Nam, Lingyao Li

2025-06-12T09:31:57+00:00 ― 7 min read

Machine Learning Optimizing RNA Sequences for Better Gene Expression

New methods enhance RNA sequence generation and optimization, impacting gene regulation.

Kaixuan Huang, Yukang Yang, Kaidi Fu

2025-06-12T06:38:54+00:00 ― 5 min read

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