Brain tumor detection and multi‐classification using advanced deep learning techniques

Microscopic melanoma detection and classification: A framework of pixel‐based fusion and multilevel features reduction

(2020) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Classification of stomach infections: A paradigm of convolutional neural network along with classical features fusion and selection

(2020) Abdul Majid et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Detecting Pneumonia Using Convolutions and Dynamic Capsule Routing for Chest X-ray Images

(2020) Ansh Mittal et al.   SENSORS

Gastric Tract Infections Detection and Classification from Wireless Capsule Endoscopy using Computer Vision Techniques: A Review

(2020) Amna Liaqat et al.   Current Medical Imaging Reviews

Entropy‐controlled deep features selection framework for grape leaf diseases recognition

(2020) Alishba Adeel et al.   EXPERT SYSTEMS

Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges

(2020) Tanzila Saba   Journal of Infection and Public Health

Secure and energy-efficient framework using Internet of Medical Things for e-healthcare

(2020) Tanzila Saba et al.   Journal of Infection and Public Health

Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists

(2020) Muhammad Attique Khan et al.   Diagnostics

Microscopic brain tumor detection and classification using 3D CNN and feature selection architecture

(2020) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Mobile-Health Applications for the Efficient Delivery of Health Care Facility to People with Dementia (PwD) and Support to Their Carers: A Survey

(2019) Kanwal Yousaf et al.   Biomed Research International

An ensemble classification of exudates in color fundus images using an evolutionary algorithm based optimal features selection

(2019) Hidayat Ullah et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Construction of saliency map and hybrid set of features for efficient segmentation and classification of skin lesion

(2019) Muhammad Attique Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Brain tumor detection and classification: A framework of marker-based watershed algorithm and multilevel priority features selection

(2019) Muhammad A. Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Cloud-based decision support system for the detection and classification of malignant cells in breast cancer using breast cytology images

(2019) Tanzila Saba et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Plasmodium species aware based quantification of malaria parasitemia in light microscopy thin blood smear

(2019) Naveed Abbas et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Lungs nodule detection framework from computed tomography images using support vector machine

(2019) Sajid A. Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Deep learning model integrating features and novel classifiers fusion for brain tumor segmentation

(2019) Sajid Iqbal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Region Extraction and Classification of Skin Cancer: A Heterogeneous framework of Deep CNN Features Fusion and Reduction

(2019) Tanzila Saba et al.   JOURNAL OF MEDICAL SYSTEMS

Automated lung nodule detection and classification based on multiple classifiers voting

(2019) Tanzila Saba   MICROSCOPY RESEARCH AND TECHNIQUE

Microscopic skin laceration segmentation and classification: A framework of statistical normal distribution and optimal feature selection

(2019) Farhat Afza et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Brain Tumor Detection using Fusion of Hand Crafted and Deep Learning Features

(2019) Tanzila Saba et al.   Cognitive Systems Research

Brain tumor detection using statistical and machine learning method

(2019) Javaria Amin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An Improved Strategy for Predicting Diagnosis, Survivability, and Recurrence of Breast Cancer

(2019) Souad Larabi Marie-Sainte et al.   Journal of Computational and Theoretical Nanoscience

Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features

(2019) Tanzila Saba et al.   JOURNAL OF MEDICAL SYSTEMS

Current Techniques for Diabetes Prediction: Review and Case Study

(2019) Larabi-Marie-Sainte et al.   Applied Sciences-Basel

Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition

(2019) Muhammad Attique Khan et al.   APPLIED SOFT COMPUTING

A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks

(2019) Farheen Ramzan et al.   JOURNAL OF MEDICAL SYSTEMS

Brain tumor detection based on Convolutional Neural Network with neutrosophic expert maximum fuzzy sure entropy

(2019) Fatih Özyurt et al.   MEASUREMENT

Brain tumor detection: a long short-term memory (LSTM)-based learning model

(2019) Javaria Amin et al.   NEURAL COMPUTING & APPLICATIONS

Brain tumor segmentation in multi-spectral MRI using convolutional neural networks (CNN)

(2018) Sajid Iqbal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Microscopic abnormality classification of cardiac murmurs using ANFIS and HMM

(2018) H. M. Fahad et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Rouleaux red blood cells splitting in microscopic thin blood smear images via local maxima, circles drawing, and mapping with original RBCs

(2018) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Removal of pectoral muscle based on topographic map and shape-shifting silhouette

(2018) Bushra Mughal et al.   BMC CANCER

Microscopic malaria parasitemia diagnosis and grading on benchmark datasets

(2018) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Classification of acute lymphoblastic leukemia using deep learning

(2018) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Plasmodium life cycle stage classification based quantification of malaria parasitaemia in thin blood smears

(2018) Naveed Abbas et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Fundus image classification methods for the detection of glaucoma: A review

(2018) Tanzila Saba et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Fuzzy C-means and region growing based classification of tumor from mammograms using hybrid texture feature

(2018) Tariq Sadad et al.   Journal of Computational Science

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

A novel classification scheme to decline the mortality rate among women due to breast tumor

(2017) Bushra Mughal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Retinal imaging analysis based on vessel detection

(2017) Arshad Jamal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Image Enhancement and Segmentation Techniques for Detection of Knee Joint Diseases: A Survey

(2017) Tanzila Saba et al.   Current Medical Imaging Reviews

Automated nuclei segmentation of malignant using level sets

(2016) Ahmed Husham et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Machine aided malaria parasitemia detection in Giemsa-stained thin blood smears

(2016) Naveed Abbas et al.   NEURAL COMPUTING & APPLICATIONS

Fuzzy Phoneme Classification Using Multi-speaker Vocal Tract Length Normalization

(2014) Jensen Wong Jing Lung et al.   IETE TECHNICAL REVIEW