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Videos de Conceptos Relacionados

Trial and Error and Algorithm01:12

Trial and Error and Algorithm

409
A problem-solving strategy is a plan of action used to find a solution. Different strategies have distinct action plans. Trial and error involves trying different solutions until one works. For instance, to fix a broken printer, you might check ink levels, ensure the paper tray isn't jammed, and verify the printer's connection to your laptop. This method can be time-consuming but is commonly used. Thomas Edison, for example, used trial and error to find a suitable filament for the light...
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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

317
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
317
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

8.9K
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
8.9K
Base Excision Repair01:54

Base Excision Repair

26.3K
One of the common DNA damages is the chemical alteration of single bases by alkylation, oxidation, or deamination. The altered bases cause mispairing and strand breakage during replication. This type of damage causes minimal change to the DNA double helix structure and can be repaired by the base excision repair (BER) pathways. BER corrects damaged DNA sequences by removing the damaged base and restoring the original base sequence using the complementary strand as a template.
The first step of...
26.3K
Targets for Drug Action: Overview01:26

Targets for Drug Action: Overview

10.3K
Drugs target macromolecules to modify ongoing cellular processes. Primary drug targets include receptors, ion channels, transporters, and enzymes.
Receptors are either membrane-spanning or intracellular proteins, which upon binding a ligand, get activated and transmit the signal downstream to elicit a response. Drugs bind receptors, either mimicking the action of endogenous ligands or blocking the receptor activity to bring about a modified response. Nearly 35% of approved drugs target the G...
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Target Cell Response to Hormones01:22

Target Cell Response to Hormones

5.7K
Hormones intricately bind to receptors on the surface or within target cells, initiating a cascade of cellular responses.
Notably, the cellular response can be regulated by altering the number of receptors expressed in the cell. For example, prolonged exposure to elevated hormone levels results in a gradual decline or down-regulation in the number of receptors for that specific hormone on the cell surface. Conversely, in response to low hormone levels, cells may use up-regulation, producing an...
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Video Experimental Relacionado

Updated: Feb 1, 2026

Area-based Image Analysis Algorithm for Quantification of Macrophage-fibroblast Cocultures
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Published on: February 15, 2022

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DMS-YOLO: Algoritmo de detección de objetivos pequeños basado en YOLOv11

Minyu Huang1, Wengang Jiang1

  • 1School of Automation, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu, China.

PloS one
|January 30, 2026
PubMed
Resumen

Este estudio presenta Dynamic Multi-scale and Channel-scaled YOLO (DMS-YOLO), un modelo YOLOv11n mejorado para la detección de vehículos en imágenes de vehículos aéreos no tripulados (UAV). DMS-YOLO mejora significativamente la precisión de la detección de objetivos pequeños y el rendimiento general en escenas aéreas complejas.

Palabras clave:
DMS-YOLOdetección de objetivos pequeñosYOLOv11ndetección de vehículosimágenes de dronesvisión por computadoraaprendizaje profundo

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