Automatic classification and segmentation of blast cells using deep transfer learning and active contours

QR Code

Automatic classification and segmentation of blast cells using deep transfer learning and active contours

Introduction: Acute lymphoblastic leukemia (ALL) presents a formidable challenge in hematological malignancies, necessitating swift and precise diagnostic techniques for effective intervention. The conventional manual microscopy of blood smears, although widely practiced, suffers from significant li...

Full description

Bibliographic Details
Published in:	International Journal of Laboratory Hematology
Main Author:	Ametefe D.S.; Sarnin S.S.; Ali D.M.; Ametefe G.D.; John D.; Aliu A.A.; Zoreno Z.
Format:	Article
Language:	English
Published:	John Wiley and Sons Inc 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192694631&doi=10.1111%2fijlh.14305&partnerID=40&md5=0444ff82e5bfe2550c587d1b87ba0b44

Similar Items

Automatic classification and segmentation of blast cells using deep transfer learning and active contours
by: Ametefe, et al.
Published: (2024)

Enhancing Fingerprint Authentication: A Systematic Review of Liveness Detection Methods Against Presentation Attacks
by: Ametefe D.S.; Sarnin S.S.; Ali D.M.; Muhamad W.N.W.; Ametefe G.D.; John D.; Aliu A.A.
Published: (2024)

Enhancing leaf disease detection accuracy through synergistic integration of deep transfer learning and multimodal techniques
by: Senanu Ametefe D.; Seroja Sarnin S.; Mohd Ali D.; Caliskan A.; Tatar Caliskan I.; Adozuka Aliu A.; John D.
Published: (2024)

Fingerprint multiple-class classifier: performance evaluation on known and unknown fingerprint spoofing materials
by: Senanu Ametefe D.; Seroja Sarnin S.; Mohd Ali D.; John D.B.; Aliu A.A.
Published: (2024)

Impact of Dancing on Physical and Mental Health: A Systematic Literature Review
by: Chen Y.; Wang S.; Ametefe D.S.; John D.
Published: (2024)

They Rejected My Paper: Why?
by: Dah, et al.
Published: (2024)

A systematic review on the factors governing precision agriculture adoption among small-scale farmers
by: John D.; Hussin N.; Shahibi M.S.; Ahmad M.; Hashim H.; Ametefe D.S.
Published: (2023)

Gamification Equilibrium: The Fulcrum for Balanced Intrinsic Motivation and Extrinsic Rewards in Electronic Learning Systems
by: Dah J.; Hussin N.; Zaini M.K.; Helda L.I.; Ametefe D.S.; Aliu A.A.; Suqi W.; Caliskan A.
Published: (2023)

Gamification is not Working: Why?
by: Dah, et al.
Published: (2024)

Variational Fuzzy Energy Active Contour Models for Image Segmentation: A Review
by: Saibin T.C.; Bin Jumaat A.K.; Yusoff M.
Published: (2023)

MRI T1-Weighted Fat Segmentation Based on Active Contour for Osteosarcoma Patients
by: Shukor M.S.M.; Meng B.C.C.; Damanhuri N.S.; Othman N.A.; Othman M.H.; Aziz M.E.
Published: (2025)

Gamification is not Working: Why?
by: Dah J.; Hussin N.; Zaini M.K.; Isaac Helda L.; Senanu Ametefe D.; Adozuka Aliu A.
Published: (2024)

Digital Medical Images Segmentation by Active Contour Model based on the Signed Pressure Force Function
by: Azman N.F.; Jumaat A.K.; Azam A.S.B.; MohdGhani N.A.S.; Maasar M.A.; Laham M.F.; Rahman N.N.A.
Published: (2024)

Restoration and Segmentation of Old Jawi Manuscripts using Variational Image Inpainting and Active Contour Models
by: Azam A.S.B.; Jumaat A.K.; Azam A.B.B.; Sabri N.A.S.M.; Yahaya A.M.; Ismail A.T.; Razak M.A.A.; Maasar M.A.; Laham M.F.
Published: (2024)

Impact of Dancing on Physical and Mental Health: A Systematic Literature Review
by: Chen, et al.
Published: (2024)

SAPP: The Game-Changer in Nigeria's Battle against Insecurity and Emergency Delays
by: Dah, et al.
Published: (2024)

SAPP: The Game-Changer in Nigeria's Battle against Insecurity and Emergency Delays
by: Dah, et al.
Published: (2024)

Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation
by: Damit D.S.A.; Hilmi A.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Leh N.A.M.
Published: (2024)

Iris recognition based on the modified Chan-Vese active contour
by: Jamaludin S.; Zainal N.; Zaki W.M.D.W.
Published: (2016)

Comparative Study on Different Color Spaces for Segmentation of Acute Leukemia using Automatic Otsu Clustering
by: Mohd Zairy S.M.; Hazwani Abd Halim N.; Sulaiman M.S.; Saad Z.
Published: (2022)

Performance of hybrid automatic repeat request scheme with turbo codes
by: Wahab N.Ab.; Ibrahim Ir.M.; Sarnin S.S.; Mat Isa N.
Published: (2010)

Active Contour Models for Boundary Extraction with Application to Medical Images with Noise
by: Kon N.A.; Jumaat A.K.; Suhaizi M.D.A.
Published: (2024)

Genotype-by-environment interaction effects on blast disease severity and genetic diversity of advanced blast-resistant rice lines based on quantitative traits
by: Salleh S.B.; Rafii M.Y.; Ismail M.R.; Ramli A.; Chukwu S.C.; Yusuff O.; Hasan N.
Published: (2022)

Machine Learning Application for Concrete Surface Defects Automatic Damage Classification
by: Senin, et al.
Published: (2024)

Classification of pediatric pneumonia using ensemble transfer learning convolutional neural network
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumilar L.; Setumin S.
Published: (2024)

Evaluation of selected herbs for biocontrol of Rice Blast Disease
by: Nabila N.H.; Ramli N.K.C.M.; Yunus N.Y.; Md Latip S.N.H.
Published: (2021)

Gender and age classification of human faces for automatic detection of anomalous human behaviour
by: Wang X.; Mohd Ali A.; Angelov P.
Published: (2017)

Single and double shot blasting treatment of 304 stainless steel
by: Khairulmaini M.; Alias S.K.; Abdullah B.; Said J.M.; Sulong N.; Mazni M.; Jenal N.
Published: (2015)

Use of Deep Learning for Liver Segmentation during Laparoscopic Cholecystectomy
by: Ghobadighadikalaei V.; Ismail L.I.; Hasan W.Z.W.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Published: (2024)

Clutter reduction technique based on clutter model for automatic target classification in forward scatter radar
by: Rashid N.E.A.; Zakaria N.A.Z.; Khan Z.I.; Rahim S.A.E.A.; Saleh N.L.
Published: (2022)

Research on Deep Learning-based Semantic Segmentation Algorithm for UAV Images
by: Yan Q.; Cheng G.
Published: (2023)

Classification of human radiation wave on the Upper body segment
by: Jalil S.Z.A.; Taib M.N.; Idris H.A.; Yunus M.M.
Published: (2013)

Automatic music emotion classification using artificial neural network based on vocal and instrumental sound timbres
by: Mokhsin M.B.; Rosli N.B.; Wan Adnan W.A.; Abdul Manaf N.
Published: (2014)

A Review on Deep Convolutional Neural Network Architectures for Medical Image Segmentation
by: Awang Mustapa N.H.; Mat Som M.H.; Basaruddin K.S.; Megat Ali M.S.A.
Published: (2022)

An Approach to Automatic Garbage Detection Framework Designing using CNN
by: Sharma A.K.; Jain A.; Chaudhary D.; Tiwari S.; Mahdin H.; Baharum Z.; Shaharudin S.M.; Maskat R.; Arshad M.S.
Published: (2023)

Local image fitting-based active contour for vector-valued images
by: Azam A.S.B.; Jumaat A.K.; Maasar M.A.; Laham M.F.; Rahman N.N.A.
Published: (2023)

Saliency-based variational active contour model for image with intensity inhomogeneity
by: Mazlin M.S.; Jumaat A.K.; Embong R.
Published: (2023)

Automated System Form Concrete Damage Classification Identification Using Pretrained Deep Learning Model
by: Yazid M.D.M.; Senin S.F.
Published: (2022)

Data-Driven Efficient Medical Image Segmentation with Object-Oriented Deep Neural Networks
by: Fadzil A.F.A.; Ibrahim S.; Mangshor N.N.A.; Samah K.A.F.A.; Sabri N.; Md Ghani N.A.
Published: (2023)

Altitude Analysis of Road Segmentation from UAV Images with DeepLab V3+
by: Mahmud M.N.; Azim M.H.; Hisham M.; Osman M.K.; Ismail A.P.; Ahmad F.; Ahmad K.A.; Ibrahim A.; Rabiani A.H.
Published: (2022)