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Enhancing Endoscopic Image Classification with Symptom Localization and Data Augmentation

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10916-018-1088-1openalex-snapshot

Medical Image Analysis using Convolutional Neural Networks: A Review

inferredcites →https://doi.org/10.1007/s11263-015-0816-yopenalex-snapshot

ImageNet Large Scale Visual Recognition Challenge

inferredcites →https://doi.org/10.1016/j.ebiom.2017.10.014openalex-snapshot

Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images

inferredcites →https://doi.org/10.1053/j.gastro.2018.06.037openalex-snapshot

Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy

inferredcites →https://doi.org/10.1109/bmei.2008.216openalex-snapshot

Active Blood Detection in a High Resolution Capsule Endoscopy using Color Spectrum Transformation

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/embc.2015.7318466openalex-snapshot

Blood detection in wireless capsule endoscope images based on salient superpixels

inferredcites →https://doi.org/10.1109/embc.2016.7590783openalex-snapshot

A deep convolutional neural network for bleeding detection in Wireless Capsule Endoscopy images

inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

inferredcites →https://doi.org/10.1145/3083187.3083212openalex-snapshot

KVASIR

inferredcites →https://doi.org/10.1145/3083187.3083216openalex-snapshot

Nerthus

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4524786openalex-extracted

Proposing a Novel Deep Method for Detection and Localization of Anatomical Landmarks from the Endoscopic Video Frames

inferred← citeshttps://doi.org/10.1007/978-3-032-38401-0_47openalex-snapshot

Learning from Mistakes: Reliability-Balanced Knowledge Distillation

inferred← citeshttps://doi.org/10.1007/s11227-025-07497-zopenalex-snapshot

GPDet: an anchor-free object detector based on dual center-ness and criss-cross balance for unstructured gastroscopic image data

inferred← citeshttps://doi.org/10.1007/s11633-025-1597-6openalex-snapshot

Frontiers in Intelligent Colonoscopy

inferred← citeshttps://doi.org/10.1016/j.media.2021.102007openalex-snapshot

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

inferred← citeshttps://doi.org/10.1016/j.media.2021.102052openalex-snapshot

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images

inferred← citeshttps://doi.org/10.1016/j.media.2025.103819openalex-snapshot

Knowledge distillation and teacher–student learning in medical imaging: Comprehensive overview, pivotal role, and future directions

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.132754openalex-snapshot

Holistic prediction comparison for knowledge distillation

inferred← citeshttps://doi.org/10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00061openalex-snapshot

GPLDet: A Strong Anchor-free Object Detector for Gastric Precancerous Lesions

inferred← citeshttps://doi.org/10.1109/tmi.2022.3150435openalex-snapshot

A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow

inferred← citeshttps://doi.org/10.1109/tmi.2022.3212784openalex-snapshot

GraphSKT: Graph-Guided Structured Knowledge Transfer for Domain Adaptive Lesion Detection

inferred← citeshttps://doi.org/10.1109/tmm.2022.3217388openalex-snapshot

SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3272389openalex-snapshot

Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection

inferred← citeshttps://doi.org/10.1109/tpami.2023.3235367openalex-snapshot

SIGMA++: Improved Semantic-complete Graph Matching for Domain Adaptive Object Detection

inferred← citeshttps://doi.org/10.1145/3652583.3658034openalex-snapshot

Wireless Capsule Endoscope Low-light Image Enhancement with Balanced Brightness and Saturation

inferred← citeshttps://doi.org/10.1155/2022/8151177openalex-snapshot

Proposing Novel Data Analytics Method for Anatomical Landmark Identification from Endoscopic Video Frames

inferred← citeshttps://doi.org/10.1177/26317745241306562openalex-snapshot

Application of artificial intelligence in gastrointestinal endoscopy in Vietnam: a narrative review

inferred← citeshttps://doi.org/10.2139/ssrn.5244158openalex-snapshot

Bridging Architectural Gaps in Knowledge Distillation: Dynamic Proximal Teacher Interaction Via Cross-Attention Mechanism

inferred← citeshttps://doi.org/10.31276/vjst.63(2).10-15openalex-snapshot

Accuracy and applicability of the artificial intelligence integrated software in Z-line segmentation

inferred← citeshttps://doi.org/10.5121/csit.2021.1111openalex-snapshot

Computer Science & Information Technology (CS & IT)

inferred← citeshttps://doi.org/10.5121/csit.2021.111108openalex-snapshot

Dense-Res Net for Endoscopic Image Classification

inferred← citeshttps://doi.org/10.7717/peerj-cs.1685openalex-snapshot

Real time anatomical landmarks and abnormalities detection in gastrointestinal tract

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