AIMC Topic: Colonic Neoplasms

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Predictive analytics of complex healthcare systems using deep learning based disease diagnosis model.

Scientific reports Nov 11, 2024
Cancer is a life-threatening disease resulting from a genetic disorder and a range of metabolic anomalies. In particular, lung and colon cancer (LCC) are among the major causes of death and disease in humans. The histopathological diagnoses are criti...
Deep Learning Lung Neoplasms Colonic Neoplasms Delivery of Health Care Diagnosis, Computer-Assisted Neural Networks, Computer Algorithms Humans
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Applying Deep-Learning Algorithm Interpreting Kidney, Ureter, and Bladder (KUB) X-Rays to Detect Colon Cancer.

Journal of imaging informatics in medicine Oct 31, 2024
Early screening is crucial in reducing the mortality of colorectal cancer (CRC). Current screening methods, including fecal occult blood tests (FOBT) and colonoscopy, are primarily limited by low patient compliance and the invasive nature of the proc...
Middle Aged Deep Learning Kidney Sensitivity and Specificity Humans Colonic Neoplasms Male Algorithms Urinary Bladder Female Ureter Early Detection of Cancer Retrospective Studies Aged Radiographic Image Interpretation, Computer-Assisted
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Artificial intelligence-based automated determination in breast and colon cancer and distinction between atypical and typical mitosis using a cloud-based platform.

Pathology oncology research : POR Oct 30, 2024
Artificial intelligence (AI) technology in pathology has been utilized in many areas and requires supervised machine learning. Notably, the annotations that define the ground truth for the identification of different confusing process pathologies, va...
Mitosis Colonic Neoplasms Image Interpretation, Computer-Assisted Neural Networks, Computer Breast Neoplasms Humans Artificial Intelligence Female Image Processing, Computer-Assisted
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as a Novel Biomarker for Colon Cancer Bone Metastasis with Machine Learning and Immunohistochemistry Validation.

Cancer biotherapy & radiopharmaceuticals Oct 18, 2024
Bone metastasis (BM) is a serious clinical symptom of advanced colorectal cancer. However, there is a lack of effective biomarkers for early diagnosis and treatment. RNA-seq data from public databases (GSE49355, GSE101607) were collected and normal...
Prognosis Biomarkers, Tumor Gene Expression Regulation, Neoplastic Humans Machine Learning Immunohistochemistry Serpins Bone Neoplasms Colonic Neoplasms
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Augmented histopathology: Enhancing colon cancer detection through deep learning and ensemble techniques.

Microscopy research and technique Sep 30, 2024
Colon cancer poses a significant threat to human life with a high global mortality rate. Early and accurate detection is crucial for improving treatment quality and the survival rate. This paper presents a comprehensive approach to enhance colon canc...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Deep Learning Algorithms Colonic Neoplasms
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The Diagnostic Ability of GPT-3.5 and GPT-4.0 in Surgery: Comparative Analysis.

Journal of medical Internet research Sep 10, 2024
BACKGROUND: ChatGPT (OpenAI) has shown great potential in clinical diagnosis and could become an excellent auxiliary tool in clinical practice. This study investigates and evaluates ChatGPT in diagnostic capabilities by comparing the performance of G...
Humans Artificial Intelligence Colonic Neoplasms
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Exploiting histopathological imaging for early detection of lung and colon cancer via ensemble deep learning model.

Scientific reports Sep 3, 2024
Cancer seems to have a vast number of deaths due to its heterogeneity, aggressiveness, and significant propensity for metastasis. The predominant categories of cancer that may affect males and females and occur worldwide are colon and lung cancer. A ...
Early Detection of Cancer Colonic Neoplasms Deep Learning Lung Neoplasms Female Male Humans Neural Networks, Computer
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Deep neural networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancer.

PloS one Sep 3, 2024
MOTIVATION: There exists an unexplained diverse variation within the predefined colon cancer stages using only features from either genomics or histopathological whole slide images as prognostic factors. Unraveling this variation will bring about imp...
Colonic Neoplasms MicroRNAs Neoplasm Staging Humans Neural Networks, Computer ROC Curve Prognosis Genomics Deep Learning DNA Methylation
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Accuracy and consistency of publicly available Large Language Models as clinical decision support tools for the management of colon cancer.

Journal of surgical oncology Aug 19, 2024
BACKGROUND: Large Language Models (LLM; e.g., ChatGPT) may be used to assist clinicians and form the basis of future clinical decision support (CDS) for colon cancer. The objectives of this study were to (1) evaluate the response accuracy of two LLM-...
Colonic Neoplasms Humans Decision Support Systems, Clinical
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Deep learning ensemble approach with explainable AI for lung and colon cancer classification using advanced hyperparameter tuning.

BMC medical informatics and decision making Aug 7, 2024
Lung and colon cancers are leading contributors to cancer-related fatalities globally, distinguished by unique histopathological traits discernible through medical imaging. Effective classification of these cancers is critical for accurate diagnosis ...
Artificial Intelligence Deep Learning Colonic Neoplasms Lung Neoplasms Humans
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