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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Efficient blood cell clas" (30 stories)

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Efficient blood cell classification from microscopic smear images using U-Net segmentation and a lightweight CNN
Lead StoryNaturegeneral
Dec 27, 2025

Efficient blood cell classification from microscopic smear images using U-Net segmentation and a lightweight CNN

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ldlRZckEwb0F1OEsyNk5ndEpLTTg1bXg3dnNjMXhobnYycXh5ZHB2SEVUaWQzRlBRMUMybnVxTnZmSjlZblJ1YWtHNjBnNmNxbVh3ZGJjQ2p3UGRZUmJn?oc=5" target="_blank">Efficient blood cell classification from microscopic smear images using U-Net segmentation and a lightweight CNN</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Efficient blood cell clas"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
BCG-YOLO: an efficient YOLO-based framework for multi-class blood cell detection in microscopic images
Frontiersgeneral

BCG-YOLO: an efficient YOLO-based framework for multi-class blood cell detection in microscopic images

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxOUEE1NFlzblFwZTFnYThjNDcwZjBkSHFyakI5ZW5GekxJdFd5WDRGXzNfUVZCYnlodU9MQlpxQkxLNVh0Mi1NWl9mNHlqSXhiTDZNZnJDVmZUVFVLdG9SeklKMHNOWFBXamNlenRPcUNtTE56aWVXYUU1VExhZUEyc0R0MVJtVWRURmVuT3lB?oc=5" target="_blank">BCG-YOLO: an efficient YOLO-based framework for multi-class blood cell detection in microscopic images</a>  <font color="#6f6f6f">Frontiers</font>

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Dynamic kernel generation through hybrid involution and convolution neural networks for leukemia and white blood cell classification
Naturegeneral

Dynamic kernel generation through hybrid involution and convolution neural networks for leukemia and white blood cell classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jZlVmYUloU0NDVDIzckFPcS1CcEZsZ3JQUW5tbnFfeTBob2FTZWtIUjN4VjM3R01QSVZob2p3SHY1S1BTYTIzSkhjaWM5OERlQkN1QTVFbDhIZ3gxaGtn?oc=5" target="_blank">Dynamic kernel generation through hybrid involution and convolution neural networks for leukemia and white blood cell classification</a>  <font color="#6f6f6f">Nature</font>

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Modifying red blood cells for safe and effective drug delivery - Biomedical Engineering - College of Engineering
Carnegie Mellon Universitygeneral

Modifying red blood cells for safe and effective drug delivery - Biomedical Engineering - College of Engineering

<a href="https://news.google.com/rss/articles/CBMikwFBVV95cUxOR19UdkxOUmdTaGVOWHcwNWlNanR5SlpvUTNWZldnVFZOUEREd1htYkJ4Q0RqeWZEelVQczRueWxsZTFTd0RXQl9jYXVQOS1hVzh2Nm5USmVVLXZvUU4wa0JzYjJPMEMtWThpeTk4eWNwSFJzQVpoNUY5TGVORUl2VnVvcnpNcHlyekVzSDlrY2dHOXc?oc=5" target="_blank">Modifying red blood cells for safe and effective drug delivery - Biomedical Engineering - College of Engineering</a>  <font color="#6f6f6f">Carnegie Mellon University</font>

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SMART researchers develop fast and efficient method to produce red blood cells
MIT Newsgeneral

SMART researchers develop fast and efficient method to produce red blood cells

<a href="https://news.google.com/rss/articles/CBMipAFBVV95cUxNZHRVXzBvX2tLV3FNTzBPUHh6aFdLalY2clVUenZtdFVNdzVmYmFRN3BxaFhZRGs2WC12SVRiVjczeVlmS2Z6WktQWFZRM0FJbVlhdlVtZE0tTHZPN0FtUUprVnpyT0EtaXRwOEtUdUhycDVyMDFaYVZvTEVCTnVGSUpNVTJWUFE4aUZUSXUxYVZCT1p0bmFQUlRtaHA2V09NX1hqUQ?oc=5" target="_blank">SMART researchers develop fast and efficient method to produce red blood cells</a>  <font color="#6f6f6f">MIT News</font>

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Deep generative classification of blood cell morphology
Naturegeneral

Deep generative classification of blood cell morphology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5DVzhHY0hJd09NTjVybHMyYm52M0hEQkRKZjRQeGhvQnFIcUJGYXk4d243Wk05ZkFBZ2ZFa0dqY2txUG9IT3VOWVFKRFQ1djFIOUlzOEhFNVRobzlzVnNV?oc=5" target="_blank">Deep generative classification of blood cell morphology</a>  <font color="#6f6f6f">Nature</font>

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Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detection
Frontiersgeneral

Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detection

<a href="https://news.google.com/rss/articles/CBMilwFBVV95cUxOVUtRVHQzTlJvQW1jSnpjTFRzVnFYV3FJNnRCNjlIaHE3enl6VGdhZlhWRkFrNFRnbnlUdVBvc2VPOGpNbnhNYTA2Q3EtamtRYThmcUY3X0w0R18yTXZMZ3J1OG5rSzJYM05sOVRKZTNLU2J1Y2NfYTU3NTRiYTY4VUx3U2FXcW1QWXk1Vno5N3pRWlBoQTlF?oc=5" target="_blank">Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detection</a>  <font color="#6f6f6f">Frontiers</font>

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A Large-Scale Peripheral Blood Cell Dataset for Automated Hematological Analysis
Naturegeneral

A Large-Scale Peripheral Blood Cell Dataset for Automated Hematological Analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBhY0tzSlFQUUVRdHNoQ0lHdEQwLUtXVEpxNHVTaHhZRUJkYUdEQjFLSzc0cmtjYVlPOU9XMnozd0hfbnE0bmxmc3BfSWNEV0VZQ1VpYk1XREZ5bDF6cElR?oc=5" target="_blank">A Large-Scale Peripheral Blood Cell Dataset for Automated Hematological Analysis</a>  <font color="#6f6f6f">Nature</font>

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Investigating blood cell images for enhanced hematologic disorder detection using multi-scale feature learning with a hybrid deep learning model
Naturegeneral

Investigating blood cell images for enhanced hematologic disorder detection using multi-scale feature learning with a hybrid deep learning model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE51Q1VfbkRnQlNKclphb0VsUUtMWm4xenZSUDhkekJodTg0Rk5RSjBHajVWX21zSFJrRFJGNmdlWEJBZEJnazF6QmhNVEFyZmxkdEpNVXkzUGlxbHJNZ2Vj?oc=5" target="_blank">Investigating blood cell images for enhanced hematologic disorder detection using multi-scale feature learning with a hybrid deep learning model</a>  <font color="#6f6f6f">Nature</font>

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Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification
Naturetech

Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE12akRNOGJyYlV3VWRsbDNyX1FLczRsMC1jLU5kWEJWSWJtMzAxcWdCdEtpZ19aT2tPbzNEYW1ZT3N5ZVFUc04wMDRrbjdfaUQweXZGMFR1M3lkN1Q3a05z?oc=5" target="_blank">Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification</a>  <font color="#6f6f6f">Nature</font>

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White blood cell classification using custom deep neural network and visualizing features of the images using heatmaps
Naturegeneral

White blood cell classification using custom deep neural network and visualizing features of the images using heatmaps

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE82d2xlZWU5WlR5MHA1UkxHREwxRGViUHZkZFhhSjdEZ0ZRcE40RERMcUlHM0dXdk9rZ1QtODkzVTVUV3RaQ2tTQ0xXZjFxVnRmdUlXU1l6eThpbnhSbUVj?oc=5" target="_blank">White blood cell classification using custom deep neural network and visualizing features of the images using heatmaps</a>  <font color="#6f6f6f">Nature</font>

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Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features
Naturegeneral

Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42QlhLeG5PbjJiUWw1SndhN19EOEJsemV5blpsQW1fdV9hbEFIdTU1LWxrMEJacEhYaVBJSG5UVVlOUVdTSUhNSFVObjlJZ1ZOcUduMW5jc3M4alFROThr?oc=5" target="_blank">Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features</a>  <font color="#6f6f6f">Nature</font>

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Improved leukocyte classification in bone marrow cytology using convolutional neural network with contrast enhancement
Naturegeneral

Improved leukocyte classification in bone marrow cytology using convolutional neural network with contrast enhancement

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ETUZhR0FkTmFZLTRzaFZqMzhXdk9sWjFvTUV4T3hNT09pVEkycEw5dm03blgyM3dlTW1xTVpJTGV6MDRBd3BjVG9ySFF1RGY4TXlKSzd2dGZ2bzhXWVVR?oc=5" target="_blank">Improved leukocyte classification in bone marrow cytology using convolutional neural network with contrast enhancement</a>  <font color="#6f6f6f">Nature</font>

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Domain-incremental white blood cell classification with privacy-aware continual learning
Naturetech

Domain-incremental white blood cell classification with privacy-aware continual learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5wcHI2TUdsck5uOWxFcnNEU21raFVWYVFzaHlRX1MzMGd5UTFKdzRwV2pmQXNkLTFYUjFQaU0zRzcwTnFRYk9VZDN1MVM4VmZabnB4UFlUMGdHc3A0clR3?oc=5" target="_blank">Domain-incremental white blood cell classification with privacy-aware continual learning</a>  <font color="#6f6f6f">Nature</font>

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A two stage blood cell detection and classification algorithm based on improved YOLOv7 and EfficientNetv2
Naturegeneral

A two stage blood cell detection and classification algorithm based on improved YOLOv7 and EfficientNetv2

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE96eHNobkxBcHNmME5ITktXOENYNXhwOTJ0dktSYUdSX192UFJHQ0FFcXNCQnNjX0ttclJDZDRFbnR6WVdlM054NjBpYlpxN3dScTZDQldmZDJ2RWI4RVVR?oc=5" target="_blank">A two stage blood cell detection and classification algorithm based on improved YOLOv7 and EfficientNetv2</a>  <font color="#6f6f6f">Nature</font>

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ResNeXt-CC: a novel network based on cross-layer deep-feature fusion for white blood cell classification
Naturegeneral

ResNeXt-CC: a novel network based on cross-layer deep-feature fusion for white blood cell classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1mLTFsazdLVUlHWkJuU0pMUWhSdFhIRFlYcWFkc1pLa1duTzVSQnJjU0xSMk0zZ0hkZUU4ZWk1akc1VlowNVlBNjBWTktIWUdrN3VkOWMwTkZUV05GLVZj?oc=5" target="_blank">ResNeXt-CC: a novel network based on cross-layer deep-feature fusion for white blood cell classification</a>  <font color="#6f6f6f">Nature</font>

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Prediction of white blood cell count during exercise: a comparison between standalone and hybrid intelligent algorithms
Natureworld

Prediction of white blood cell count during exercise: a comparison between standalone and hybrid intelligent algorithms

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uYmM5RGhXdFozZnpMclY4TFBxMWJUMlFNSDM1T1NySXN6TzIweW5ZVHJrWmVlS1ZtQ01CMEpPT1lERXhVNUZhbDVXTFBDZUhjTHhOQ1N0WDZDaWFPRUdv?oc=5" target="_blank">Prediction of white blood cell count during exercise: a comparison between standalone and hybrid intelligent algorithms</a>  <font color="#6f6f6f">Nature</font>

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An attention-based deep learning for acute lymphoblastic leukemia classification
Naturegeneral

An attention-based deep learning for acute lymphoblastic leukemia classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5weGxoem94RVdFSm80cFNzVTZYVDNDWC12MFNXbnc0OERxWEVBcWpMYmFUb1pzbXNJMVROV2lLT2tIeW5MZUVwT2tDNlg5eEk5b3lrMW1QZnJ2amJCM1Rv?oc=5" target="_blank">An attention-based deep learning for acute lymphoblastic leukemia classification</a>  <font color="#6f6f6f">Nature</font>

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Enhancing classification of rare white blood cells in FPM with a physics-inspired GAN
Naturegeneral

Enhancing classification of rare white blood cells in FPM with a physics-inspired GAN

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uc09IWjhuSXoyck9GR25JUGlxbkFsbXRfT0R5b2xKZC1oZUhVS0YzbjZPSTFibGtSMU1GWldrZmg4SjRtVTQ0a3lLUUNKaUliZDByc00tVVVtU2VMTmdF?oc=5" target="_blank">Enhancing classification of rare white blood cells in FPM with a physics-inspired GAN</a>  <font color="#6f6f6f">Nature</font>

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HLA matching or CRISPR editing of HLA class I/II enables engraftment and effective function of allogeneic human regulatory T cell therapy in a humanized mouse transplantation model
Natureworld

HLA matching or CRISPR editing of HLA class I/II enables engraftment and effective function of allogeneic human regulatory T cell therapy in a humanized mouse transplantation model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9kNGR5d3VCcFpjTk51U2ZRUmZVSVVFSU5xQnE3Z3lkWUZKUThpVXpzRWp2cXIyX2pLWUQ4WkZtVUtaSnJ6Z1owZFZ1NzZwQ0NpQi1YZGlaN2ZzczRmSlg4?oc=5" target="_blank">HLA matching or CRISPR editing of HLA class I/II enables engraftment and effective function of allogeneic human regulatory T cell therapy in a humanized mouse transplantation model</a>  <font color="#6f6f6f">Nature</font>

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ADF, US CJTMC ‘Blood Cell’: The lifeblood of medical logistics
Army.milgeneral

ADF, US CJTMC ‘Blood Cell’: The lifeblood of medical logistics

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxNQkR2akFoZHoyaGlyekJPNXlIV0hjTG1sM3p2TmprYWsyQktLTVBIMENPdVNySnNoR1Boc2gxSHdablJWUTlfUlZYMzRLZklXYVhpZER0a1RGb2xpM3c1dlh0NlhvMVlkMG5YTHhaQ0VWa0JsbHlrVGMxSG1LMWh4d2U3b1JlVnZjSmNlZXVxblhQSzRhUU1nYkNR0gGfAUFVX3lxTE11ZmhfTDhYSHJRdHhzeF9OUGh3RlktQmptTEc3NUhpcG83NzRaQ3ZqTlZTSTNfTGxZM1N0MXk3eEpNazdOc20xc1pFY09KZGhCc2RMR005RENHRy01V3RpVFJCR0xETDI3enp2cnEwRU9xd2lMOGFMYUphOVd6V3pIekp5N3MwSjBGb05yRVh4ckhFbWo4V3RHbHdBRTBoQQ?oc=5" target="_blank">ADF, US CJTMC ‘Blood Cell’: The lifeblood of medical logistics</a>  <font color="#6f6f6f">Army.mil</font>

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Efficient deep learning-based approach for malaria detection using red blood cell smears | Scientific Reports
Naturegeneral

Efficient deep learning-based approach for malaria detection using red blood cell smears | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5sUmJzbEt0UXhBRmdxeExBZndnWVI4VVhCNVF5aXlGM0VsUGx5cEdRbVhaSjc0cUxQa3BoU0hMbUZ6OE82dm5wRzloSDZxMXJ6RXlKV21YWDI4eEZnYTZn?oc=5" target="_blank">Efficient deep learning-based approach for malaria detection using red blood cell smears | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Developing an erythrocyte‒MHC-I conjugate for cancer treatment
Naturegeneral

Developing an erythrocyte‒MHC-I conjugate for cancer treatment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE85c2ZYNnNxWFhiMVl5NFNXazNhYm83SGZyTjdxMHVVbWZ1VDVpV0Y5aE5reXFqYTd4a2dLQ0tIOXNEQlF5al95M0FaNnAtUnlMUnhUX3dnaXVndjhHM0tJ?oc=5" target="_blank">Developing an erythrocyte‒MHC-I conjugate for cancer treatment</a>  <font color="#6f6f6f">Nature</font>

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Multicentric data challenge for artificial intelligence-based classification of leukocytes: results from the CytologIA consortium
Naturegeneral

Multicentric data challenge for artificial intelligence-based classification of leukocytes: results from the CytologIA consortium

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5QQzdiTkhSUlRpTXlwNm9sU1pzTXBJOGgya0ltcmE5MC1yMEdvSHN6akgxWXNhVnRvVVcwM3Z4bmZhMDBlRWl1bHZqUVJPaHk2U1VGbTlZaVk1dExNYXlv?oc=5" target="_blank">Multicentric data challenge for artificial intelligence-based classification of leukocytes: results from the CytologIA consortium</a>  <font color="#6f6f6f">Nature</font>

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An efficient cell micronucleus classification network based on multi-layer perception attention mechanism
Naturegeneral

An efficient cell micronucleus classification network based on multi-layer perception attention mechanism

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5wclNRTTYwYWdjSGFIbTlzTVBhUjNDRG5uUDFKeVhXakRlLV90YktwdXpQSllyTVREM1d4YkVjemNlU0E4Q01yMmJ1Nkl2MGttbnRzelc1VzhfY1FiUHJV?oc=5" target="_blank">An efficient cell micronucleus classification network based on multi-layer perception attention mechanism</a>  <font color="#6f6f6f">Nature</font>

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An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization
Frontiersgeneral

An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxNcFpYN0ItM0FwRHpiOEpwaUhseGpYUXJTa21RdkZzN0hKc2FZWC10aTgwVGpldUpvTDR0MXRXYkpZb2ZBcHpTMGttSTl3WEJrM2psaVA5dWVPUGRDakxzV0JTUEoyWVA4Qm1abVNuOFlodWR5eVJRaUoyOGh6ZzBNZUFoRm0zZTZlVjFhalR3?oc=5" target="_blank">An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization</a>  <font color="#6f6f6f">Frontiers</font>

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Multiclass leukemia cell classification using hybrid deep learning and machine learning with CNN-based feature extraction
Naturegeneral

Multiclass leukemia cell classification using hybrid deep learning and machine learning with CNN-based feature extraction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBNdjI4QUxITFJzQWgzRjZoZlhTQ0RyR1NaNFpSNXhsMG1QQnRleG5uYkJhMXVqb0VpcnFqeHVzQXFyT1FiWGN2YlVtYUxBUkI2ay1TXzRxOHBPR0FGVG9J?oc=5" target="_blank">Multiclass leukemia cell classification using hybrid deep learning and machine learning with CNN-based feature extraction</a>  <font color="#6f6f6f">Nature</font>

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Examining the classification performance of pre-trained capsule networks on imbalanced bone marrow cell dataset
Wiley Online Librarytech

Examining the classification performance of pre-trained capsule networks on imbalanced bone marrow cell dataset

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE5JSU04R2FPdW5rOUhSdmlfZldZREt1SU9SQWRIRExtVHBaT1ZZRFVDem9ReDFXZTFlQ1MyRnFabmNzX2p4ZjA4Si1qVGpFeHZiazhlY2J3VXdVcmxJbUFFVU1nNE1WZFd0Znc?oc=5" target="_blank">Examining the classification performance of pre-trained capsule networks on imbalanced bone marrow cell dataset</a>  <font color="#6f6f6f">Wiley Online Library</font>

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Toward the simultaneous detection of multiple diseases with a highly cost-effective cell-free DNA methylome test
PNASgeneral

Toward the simultaneous detection of multiple diseases with a highly cost-effective cell-free DNA methylome test

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE56UnVwcm42VS1SQnBFb2ROQXFtcXN0Nkd5ZkpPZ244MWxrc3lYNnFodHdGelF6RklKVkpoVkdMX25jOWFveldWeFIySHRXSlVjMGRTWTUwZWgwUFk4?oc=5" target="_blank">Toward the simultaneous detection of multiple diseases with a highly cost-effective cell-free DNA methylome test</a>  <font color="#6f6f6f">PNAS</font>

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A personalized communication efficient federated learning framework with low rank adaptation for intelligent leukemia diagnosis
Naturemarkets

A personalized communication efficient federated learning framework with low rank adaptation for intelligent leukemia diagnosis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1pT2d1RHpPSG9wS2J4TWo2T2Fudzl6TFp0eW1ndGR1a3YwcENZU2pBNE1ISTV2WHNTQ2xjX0t5OUlSc1BGcjZkaHZSMGMzNzhxWDUyNFNocG1URHY0a2dF?oc=5" target="_blank">A personalized communication efficient federated learning framework with low rank adaptation for intelligent leukemia diagnosis</a>  <font color="#6f6f6f">Nature</font>

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"Efficient blood cell clas" — Live Google News Trends & Headlines