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Cancer Classification

Papers archive 2025-07-28

archive papers tagged: 208 · with a code link: 56 · where Syntology ran a sample: 7 (5 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (7 of 208 tagged: 5 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 208, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Biomarker based Cancer Classification using an Ensemble with Pre-trained Models
  14 Jun 2024 0 repositories listed
• Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors
  1 May 2024 0 repositories listed
• Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics
  26 Apr 2024 0 repositories listed
• Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN
  23 Apr 2024 0 repositories listed
• Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning
  7 Apr 2024 0 repositories listed
• Predictive Modeling for Breast Cancer Classification in the Context of Bangladeshi Patients: A Supervised Machine Learning Approach with Explainable AI
  6 Apr 2024 0 repositories listed
• A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method
  3 Apr 2024 0 repositories listed
• Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data
  27 Mar 2024 0 repositories listed
• A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification
  17 Mar 2024 0 repositories listed
• Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability
  14 Mar 2024 0 repositories listed
• Towards Out-of-Distribution Detection for breast cancer classification in Point-of-Care Ultrasound Imaging
  29 Feb 2024 0 repositories listed
• Skin Cancer Segmentation and Classification Using Vision Transformer for Automatic Analysis in Dermatoscopy-based Non-invasive Digital System
  9 Jan 2024 0 repositories listed
• A Polarization and Radiomics Feature Fusion Network for the Classification of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma
  27 Dec 2023 0 repositories listed
• Multi-stages attention Breast cancer classification based on nonlinear spiking neural P neurons with autapses
  20 Dec 2023 0 repositories listed
• A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data
  9 Dec 2023 0 repositories listed
• Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification
  7 Dec 2023 0 repositories listed
• Double Integral Enhanced Zeroing Neural Network Optimized with ALSOA fostered Lung Cancer Classification using CT Images
  5 Dec 2023 0 repositories listed
• MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis
  23 Nov 2023 0 repositories listed
• Breast Cancer classification by adaptive weighted average ensemble of previously trained models
  22 Nov 2023 0 repositories listed
• Harnessing Transformers: A Leap Forward in Lung Cancer Image Detection
  16 Nov 2023 0 repositories listed
• Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data
  6 Nov 2023 0 repositories listed
• Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass Breast Cancer Classification
  15 Oct 2023 0 repositories listed
• Attention-Map Augmentation for Hypercomplex Breast Cancer Classification
  11 Oct 2023 0 repositories listed
• Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis
  7 Sep 2023 0 repositories listed
• User lung cancer classification using efficientnet from ct scan images
  3 Sep 2023 0 repositories listed
• Comparative Analysis of Deep Learning Architectures for Breast Cancer Diagnosis Using the BreaKHis Dataset
  2 Sep 2023 0 repositories listed
• Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review
  1 Sep 2023 0 repositories listed
• Dual-Activated Lightweight Attention ResNet50 for Automatic Histopathology Breast Cancer Image Classification
  25 Aug 2023 0 repositories listed
• A comprehensive review of deep learning in lung cancer
  31 Jul 2023 0 repositories listed
• Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification
  2 Jul 2023 0 repositories listed
• Fuzzy Gene Selection and Cancer Classification Based on Deep Learning Model
  4 May 2023 0 repositories listed
• Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation
  14 Apr 2023 0 repositories listed
• CerviFormer: A Pap-smear based cervical cancer classification method using cross attention and latent transformer
  17 Mar 2023 0 repositories listed
• Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network
  13 Mar 2023 0 repositories listed
• Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning
  2 Mar 2023 0 repositories listed
• Adversarial Attacks and Defences for Skin Cancer Classification
  13 Dec 2022 0 repositories listed
• Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI
  13 Dec 2022 0 repositories listed
• Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets
  12 Dec 2022 0 repositories listed
• Reversing Skin Cancer Adversarial Examples by Multiscale Diffusive and Denoising Aggregation Mechanism
  22 Aug 2022 0 repositories listed
• Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function
  5 Aug 2022 0 repositories listed
• Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network
  1 Aug 2022 0 repositories listed
• Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification
  26 Jul 2022 0 repositories listed
• Lesion detection in contrast enhanced spectral mammography
  20 Jul 2022 0 repositories listed
• Improving the diagnosis of breast cancer based on biophysical ultrasound features utilizing machine learning
  13 Jul 2022 0 repositories listed
• Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer
  4 Jul 2022 0 repositories listed
• Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound
  1 Jul 2022 0 repositories listed
• Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features
  26 Jun 2022 0 repositories listed
• Gene selection from microarray expression data: A Multi-objective PSO with adaptive K-nearest neighborhood
  27 May 2022 0 repositories listed
• Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification
  22 Apr 2022 0 repositories listed
• Enhancing Non-mass Breast Ultrasound Cancer Classification With Knowledge Transfer
  18 Apr 2022 0 repositories listed
• New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor
  28 Mar 2022 0 repositories listed
• An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks
  24 Feb 2022 0 repositories listed
• Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images
  7 Jan 2022 0 repositories listed
• Biomarker Gene Identification for Breast Cancer Classification
  10 Nov 2021 0 repositories listed
• Breast Cancer Classification Using: Pixel Interpolation
  3 Nov 2021 0 repositories listed
• Skin Cancer Classification using Inception Network and Transfer Learning
  3 Nov 2021 0 repositories listed
• Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset
  23 Oct 2021 0 repositories listed
• Deep Learning for Breast Cancer Classification: Enhanced Tangent Function
  1 Jul 2021 0 repositories listed
• Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification
  30 May 2021 0 repositories listed
• A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information
  28 Apr 2021 0 repositories listed
• An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification
  26 Feb 2021 0 repositories listed
• A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation
  18 Feb 2021 0 repositories listed
• Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features
  14 Jan 2021 0 repositories listed
• A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data
  3 Jan 2021 0 repositories listed
• Analysis of Dimensional Influence of Convolutional Neural Networks for Histopathological Cancer Classification
  8 Nov 2020 0 repositories listed
• ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification
  29 Oct 2020 0 repositories listed
• Attention Model Enhanced Network for Classification of Breast Cancer Image
  7 Oct 2020 0 repositories listed
• Transfer learning with class-weighted and focal loss function for automatic skin cancer classification
  13 Sep 2020 0 repositories listed
• Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound
  8 Aug 2020 0 repositories listed
• Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography
  7 Aug 2020 0 repositories listed
• Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications
  20 Jul 2020 0 repositories listed
• Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
  29 May 2020 0 repositories listed
• Convolutional Neural Networks for Classifying Melanoma Images
  14 May 2020 0 repositories listed
• Multi-Task Learning in Histo-pathology for Widely Generalizable Model
  9 May 2020 0 repositories listed
• Medical Image Enhancement Using Histogram Processing and Feature Extraction for Cancer Classification
  14 Mar 2020 0 repositories listed
• Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
  13 Mar 2020 0 repositories listed
• Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers
  13 Mar 2020 0 repositories listed
• Joint 2D-3D Breast Cancer Classification
  27 Feb 2020 0 repositories listed
• Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline
  18 Dec 2019 0 repositories listed
• Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images
  10 Dec 2019 0 repositories listed
• Sparse High-Dimensional Isotonic Regression
  1 Dec 2019 0 repositories listed
• Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
  29 Oct 2019 0 repositories listed
• Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network
  25 Oct 2019 0 repositories listed
• A CNN toolbox for skin cancer classification
  21 Aug 2019 0 repositories listed
• Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images
  22 Jul 2019 0 repositories listed
• Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet
  7 Jul 2019 0 repositories listed
• Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images
  20 May 2019 0 repositories listed
• Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification
  16 May 2019 0 repositories listed
• Breast Cancer Classification with Ultrasound Images Based on SLIC
  25 Apr 2019 0 repositories listed
• Histopathologic Image Processing: A Review
  16 Apr 2019 0 repositories listed
• Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms
  8 Apr 2019 0 repositories listed
• Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification
  28 Feb 2019 0 repositories listed
• Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications
  11 Feb 2019 0 repositories listed
• Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks
  4 Dec 2018 0 repositories listed
• Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms
  21 Oct 2018 0 repositories listed
• Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images
  17 Jul 2018 0 repositories listed
• G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification
  30 Jun 2018 0 repositories listed
• DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images
  28 Jun 2018 0 repositories listed
• Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images
  12 Feb 2018 0 repositories listed
• Tree Ensembles with Rule Structured Horseshoe Regularization
  16 Feb 2017 0 repositories listed