Article
|
Open Access
Featured
-
-
Article
| Open AccessIdentification of cancer risk groups through multi-omics integration using autoencoder and tensor analysis
- Ali Braytee
- , Sam He
- & Ali Anaissi
-
Article
| Open AccessCutaneous squamous cell carcinoma characterized by MALDI mass spectrometry imaging in combination with machine learning
- Lauritz F. Brorsen
- , James S. McKenzie
- & Catharina M. Lerche
-
Article
| Open AccessDiagnostic utility of clinicodemographic, biochemical and metabolite variables to identify viable pregnancies in a symptomatic cohort during early gestation
- Christopher J. Hill
- , Marie M. Phelan
- & Dharani K. Hapangama
-
Article
| Open AccessMechanical behavior of full-thickness burn human skin is rate-independent
- Samara Gallagher
- , Kartik Josyula
- & Suvranu De
-
Article
| Open AccessEvaluating distributed-learning on real-world obstetrics data: comparing distributed, centralized and local models
- João Coutinho-Almeida
- , Ricardo João Cruz-Correia
- & Pedro Pereira Rodrigues
-
Article
| Open AccessHeart rate variability helps classify phenotype in systemic sclerosis
- Stéphane Delliaux
- , Abdou Khadir Sow
- & Brigitte Granel
-
Article
| Open AccessMulti-omics integration of scRNA-seq time series data predicts new intervention points for Parkinson’s disease
- Katarina Mihajlović
- , Gaia Ceddia
- & Nataša Pržulj
-
Article
| Open AccessDeep-learning survival analysis for patients with calcific aortic valve disease undergoing valve replacement
- Parvin Mohammadyari
- , Francesco Vieceli Dalla Sega
- & Cristian Zambelli
-
Article
| Open AccessDeep learning segmentation of non-perfusion area from color fundus images and AI-generated fluorescein angiography
- Kanato Masayoshi
- , Yusaku Katada
- & Toshihide Kurihara
-
Article
| Open AccessShifting to machine supervision: annotation-efficient semi and self-supervised learning for automatic medical image segmentation and classification
- Pranav Singh
- , Raviteja Chukkapalli
- & Jacopo Cirrone
-
Article
| Open AccessA dual-branch selective attention capsule network for classifying kiwifruit soft rot with hyperspectral images
- Zhiqiang Guo
- , Yingfang Ni
- & Yunliu Zeng
-
Article
| Open AccessDiagnostic biomarker discovery from brain EEG data using LSTM, reservoir-SNN, and NeuCube methods in a pilot study comparing epilepsy and migraine
- Samaneh Alsadat Saeedinia
- , Mohammad Reza Jahed-Motlagh
- & Nikola Kirilov Kasabov
-
Article
| Open AccessSegmentation of mature human oocytes provides interpretable and improved blastocyst outcome predictions by a machine learning model
- Jullin Fjeldstad
- , Weikai Qi
- & Alex Krivoi
-
Article
| Open AccessJoint extraction of wheat germplasm information entity relationship based on deep character and word fusion
- Xiaoxiao Jia
- , Guang Zheng
- & Lei Xi
-
Article
| Open AccessComputational drug repositioning with attention walking
- Jong-Hoon Park
- & Young-Rae Cho
-
Article
| Open AccessNovel applications of Convolutional Neural Networks in the age of Transformers
- Tansel Ersavas
- , Martin A. Smith
- & John S. Mattick
-
Article
| Open AccessSegmentation of liver CT images based on weighted medical transformer model
- Qun Gu
- , Hai Zhang
- & Rui Wang
-
Article
| Open AccessGenetic-based patient stratification in Alzheimer’s disease
- Laura Hernández-Lorenzo
- , Fernando García-Gutiérrez
- & Jose L. Ayala
-
Article
| Open AccessResearch on a machine learning-based adaptive and efficient screening model for psychological symptoms of community correctional prisoners
- Zhifei Xu
- , Zhigeng Pan
- & Pengfei Leng
-
Article
| Open AccessA machine-learning method isolating changes in wrist kinematics that identify age-related changes in arm movement
- Aditya Shanghavi
- , Daniel Larranaga
- & Anne B. Sereno
-
Article
| Open AccessZleepAnlystNet: a novel deep learning model for automatic sleep stage scoring based on single-channel raw EEG data using separating training
- Nantawachara Jirakittayakorn
- , Yodchanan Wongsawat
- & Somsak Mitrirattanakul
-
Article
| Open AccessEarly detection of bovine respiratory disease in pre-weaned dairy calves using sensor based feeding, movement, and social behavioural data
- Emily V. Bushby
- , Matthew Thomas
- & Jasmeet Kaler
-
Article
| Open AccessMandibular and dental measurements for sex determination using machine learning
- Erika Calvano Küchler
- , Christian Kirschneck
- & Cristiano Miranda de Araujo
-
Article
| Open AccessLong extrachromosomal circular DNA identification by fusing sequence-derived features of physicochemical properties and nucleotide distribution patterns
- Ahtisham Fazeel Abbasi
- , Muhammad Nabeel Asim
- & Andreas Dengel
-
Article
| Open AccessEssentiality, protein–protein interactions and evolutionary properties are key predictors for identifying cancer-associated genes using machine learning
- Amro Safadi
- , Simon C. Lovell
- & Andrew J. Doig
-
Article
| Open AccessDeep learning prediction of renal anomalies for prenatal ultrasound diagnosis
- Olivier X. Miguel
- , Emily Kaczmarek
- & Mark C. Walker
-
Article
| Open AccessRobust identification of interactions between heat-stress responsive genes in the chicken brain using Bayesian networks and augmented expression data
- E. A. Videla Rodriguez
- , John B. O. Mitchell
- & V. Anne Smith
-
Article
| Open AccessJoint transformer architecture in brain 3D MRI classification: its application in Alzheimer’s disease classification
- Sait Alp
- , Taymaz Akan
- & Mohammad A. N. Bhuiyan
-
Article
| Open AccessMachine learning reveals differential effects of depression and anxiety on reward and punishment processing
- Anna Grabowska
- , Jakub Zabielski
- & Magdalena Senderecka
-
Article
| Open AccessA decision support system based on recurrent neural networks to predict medication dosage for patients with Parkinson's disease
- Atiye Riasi
- , Mehdi Delrobaei
- & Mehri Salari
-
Article
| Open AccessDeep learning assists in acute leukemia detection and cell classification via flow cytometry using the acute leukemia orientation tube
- Fu-Ming Cheng
- , Shih-Chang Lo
- & Kai-Cheng Hsu
-
Article
| Open AccessEnhancing missense variant pathogenicity prediction with protein language models using VariPred
- Weining Lin
- , Jude Wells
- & Andrew C. R. Martin
-
Article
| Open AccessAdvanced disk herniation computer aided diagnosis system
- Maad Ebrahim
- , Mohammad Alsmirat
- & Mahmoud Al-Ayyoub
-
Article
| Open AccessEnhancing fracture diagnosis in pelvic X-rays by deep convolutional neural network with synthesized images from 3D-CT
- Rashedur Rahman
- , Naomi Yagi
- & Syoji Kobashi
-
Article
| Open AccessFairness and bias correction in machine learning for depression prediction across four study populations
- Vien Ngoc Dang
- , Anna Cascarano
- & Karim Lekadir
-
Article
| Open AccessClassifying early infant feeding status from clinical notes using natural language processing and machine learning
- Dominick J. Lemas
- , Xinsong Du
- & François Modave
-
Article
| Open AccessAI is a viable alternative to high throughput screening: a 318-target study
- Izhar Wallach
- , Denzil Bernard
- & Abraham Heifets
-
Article
| Open AccessPrediction model for spinal cord injury in spinal tuberculosis patients using multiple machine learning algorithms: a multicentric study
- Sitan Feng
- , Shujiang Wang
- & Xinli Zhan
-
Article
| Open AccessAdaptive neighborhood rough set model for hybrid data processing: a case study on Parkinson’s disease behavioral analysis
- Imran Raza
- , Muhammad Hasan Jamal
- & Imran Ashraf
-
Article
| Open AccessUtilizing ultra-early continuous physiologic data to develop automated measures of clinical severity in a traumatic brain injury population
- Shiming Yang
- , Peter Hu
- & Neeraj Badjatia
-
Article
| Open AccessMurmur identification and outcome prediction in phonocardiograms using deep features based on Stockwell transform
- Omid Dehghan Manshadi
- & Sara mihandoost
-
Article
| Open AccessRevolutionizing heart disease prediction with quantum-enhanced machine learning
- S. Venkatesh Babu
- , P. Ramya
- & Jeffin Gracewell
-
Article
| Open AccessMyocardial scar and left ventricular ejection fraction classification for electrocardiography image using multi-task deep learning
- Atirut Boribalburephan
- , Sukrit Treewaree
- & Rungroj Krittayaphong
-
Article
| Open AccessMultiple serous cavity effusion screening based on smear images using vision transformer
- Chunbao Wang
- , Xiangyu Wang
- & Caixia Ding
-
Article
| Open AccessDetection of biomagnetic signals from induced pluripotent stem cell-derived cardiomyocytes using deep learning with simulation data
- Takeshi Yamaguchi
- , Yoshiaki Adachi
- & Masaki Tanaka
-
Article
| Open AccessComparing deep learning and pathologist quantification of cell-level PD-L1 expression in non-small cell lung cancer whole-slide images
- Leander van Eekelen
- , Joey Spronck
- & Francesco Ciompi
-
Article
| Open AccessHigh-capacity data hiding for medical images based on the mask-RCNN model
- Hadjer Saidi
- , Okba Tibermacine
- & Ahmed Elhadad
-
Article
| Open AccessDetecting abnormal cell behaviors from dry mass time series
- Romain Bailly
- , Marielle Malfante
- & Jérôme Mars
-
Article
| Open AccessComparison of the effectiveness of different normalization methods for metagenomic cross-study phenotype prediction under heterogeneity
- Beibei Wang
- , Fengzhu Sun
- & Yihui Luan