Review on Deep Learning-Based CAD Systems for Breast Cancer DiagnosisReview Published on 2023-06-062024-09-05 Journal: Technology in cancer research & treatment [Category] update2024, [키워드] artificial intelligence Breast cancer computer-aided diagnosis deep learning detection transfer learning [DOI] 10.1177/15330338231177977 PMC 바로가기 [Article Type] Review
Automated Medical Diagnosis of Alzheimer´s Disease Using an Efficient Net Convolutional Neural Networkarticle Published on 2023-05-022024-09-05 Journal: Journal of medical systems [Category] update2024, [키워드] Alzheimer´s disease Convolutional neural network deep learning EfficientNet Mild cognitive impairment MONAI MRI transfer learning [DOI] 10.1007/s10916-023-01941-4 PMC 바로가기 [Article Type] article
Tensor-RT-Based Transfer Learning Model for Lung Cancer ClassificationArticle Published on 2023-04-142024-09-05 Journal: Journal of digital imaging [Category] update2024, [키워드] Computed tomography Computer-aided techniques DICOM lung cancer Nvidia tensor-RT transfer learning [DOI] 10.1007/s10278-023-00822-z PMC 바로가기 [Article Type] Article
An XAI approach for COVID-19 detection using transfer learning with X-ray imagesResearch Article Published on 2023-04-072024-09-05 Journal: Heliyon [Category] update2024, [키워드] COVID-19 Explainable artificial intelligence transfer learning [DOI] 10.1016/j.heliyon.2023.e15137 PMC 바로가기 [Article Type] Research Article
Monkeypox Detection Using CNN with Transfer LearningArticle Published on 2023-02-052023-06-10 Journal: Sensors (Basel, Switzerland) [Category] Fulltext, 원숭이두창, [키워드] deep learning Epidemics healthcare Image processing monkeypox detection transfer learning [DOI] 10.3390/s23041783 PMC 바로가기
Covid-MANet: Multi-task attention network for explainable diagnosis and severity assessment of COVID-19 from CXR imagesResearch article Published on 2022-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 진단, 치료기술, [키워드] Accuracy approach assigned automated Bacterial chest X-ray CNN conducted COVID-19 COVID-19 case COVID-19 cases COVID-19 diagnosis COVID-19 disease COVID-19 infection Critical CXR dataset deep learning develop Diagnosis disease early diagnosis eight experiment Explainable AI False negative Final first stage Health highlight IMPROVE Infection Infection Segmentation initial Interpretation lung Lung segmentation Lungs measure Mild moderate outbreak outperform Pneumonia predicted proportion quantification radiological examination reduced Region reported Research research finding RT-PCR test scoring system sensitivity sensitivity analysis severity severity of COVID-19 Stage Support transfer learning Tuberculosis Viral pneumonia with COVID-19 [DOI] 10.1016/j.patcog.2022.108826 [Article Type] Research article
Classification and Detection of COVID-19 and Other Chest-Related Diseases Using Transfer LearningArticle Published on 2022-10-192022-11-15 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Algorithms articles automatic detection Bacterial Chest X-ray image classification Classifier CNNs Convolutional neural networks COVID-19 database datasets deep learning detect detection diagnostic different diseases disease FIVE help IMPROVE learning nine Other Pneumonia Pneumothorax radiological reverse transcription suspected patient transfer transfer learning Tuberculosis Viral pneumonia was used X-ray [DOI] 10.3390/s22207977 PMC 바로가기
Malaria parasite classification framework using a novel channel squeezed and boosted CNNArticle Published on 2022-10-062024-08-29 Journal: Microscopy (Oxf) [Category] 말라리아, [키워드] classification CNN malaria parasite split-transform and merge squeezing and boosting transfer learning
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensemblesResearch article Published on 2022-10-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 진단, 치료기술, [키워드] Accuracy applied chest X-ray Chest X-ray images CNN CNNs complementary Convolutional neural network Convolutional neural networks COVID-19 CXR dataset decrease detect diagnostics disease effective Efficacy FIVE global pandemic instance instances Patient RT-PCR screening strategy Spread tested transfer learning X-ray [DOI] 10.1016/j.eswa.2022.117549 [Article Type] Research article
Deep learning techniques for detecting and recognizing face masks: A surveyArticle Published on 2022-09-262022-11-15 Journal: Frontiers in Public Health [Category] SARS, 치료기술, [키워드] adhere Algorithm carried change conducted Convolutional neural network crowd monitoring death deep deep learning detect effective face Face mask feature help individuals lockdown Mask measure OFR outbreak public health Recognition recognizing reduce Research Spread the disease transfer transfer learning Vaccine virus wear face mask [DOI] 10.3389/fpubh.2022.955332 PMC 바로가기