Machine learning based disease diagnosis: A comprehensive review

31 December 2021

Zahed Siddique

Papers citing "Machine learning based disease diagnosis: A comprehensive review"

23 / 23 papers shown

Title
A brain-inspired generative model for EEG-based cognitive state identification Bin Hu Z. Guan 44 0 0 03 May 2025
Balancing Two Classifiers via A Simplex ETF Structure for Model Calibration Jiani Ni He Zhao Jintong Gao Dandan Guo H. Zha 36 0 0 14 Apr 2025
ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis Y. Wu Guangya Wan Jingjing Li Shengming Zhao Lingfeng Ma Tianyi Ye Ion Pop Yuhang Zhang Jie Chen AI4MH 38 0 0 28 Feb 2025
ADAPT: A Game-Theoretic and Neuro-Symbolic Framework for Automated Distributed Adaptive Penetration Testing Haozhe Lei Yunfei Ge Quanyan Zhu AAML 28 0 0 31 Oct 2024
Mechanism learning: Reverse causal inference in the presence of multiple unknown confounding through front-door causal bootstrapping Jianqiao Mao Max A. Little CML 23 0 0 26 Oct 2024
Prediction and Detection of Terminal Diseases Using Internet of Medical Things: A Review Akeem Temitope Otapo Alice Othmani G. Khodabandelou Zuheng Ming 16 2 0 22 Sep 2024
Advancing Melanoma Diagnosis with Self-Supervised Neural Networks: Evaluating the Effectiveness of Different Techniques Srivishnu Vusirikala Suraj Rajendran SSL 19 0 0 19 Jul 2024
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review Md. Shahin Ali M. Ahsan Lamia Tasnim Sadia Afrin Koushik Biswas Maruf Md. Sajjad Hossain Md Mahfuz Ahmed Ronok Hashan Md. Khairul Islam Shivakumar Raman 40 5 0 22 May 2024
Ensuring Ground Truth Accuracy in Healthcare with the EVINCE framework Edward Y. Chang 44 0 0 20 May 2024
An Information Theoretic Perspective on Conformal Prediction Alvaro H.C. Correia F. V. Massoli Christos Louizos Arash Behboodi 36 3 0 03 May 2024
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks Mikkel Jordahn Pablo Olmos 32 1 0 02 May 2024
Integration of Federated Learning and Blockchain in Healthcare: A Tutorial Yahya Shahsavari O. A. Dambri Yaser Baseri A. Hafid Dimitrios Makrakis OOD 54 2 0 15 Apr 2024
Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology Dimitrios P. Panagoulias Evridiki Tsoureli-Nikita M. Virvou G. Tsihrintzis 28 3 0 21 Mar 2024
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction Apoorva Sharma Sushant Veer Asher Hancock Heng Yang Marco Pavone Anirudha Majumdar 47 8 0 07 Dec 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 18 0 0 06 Sep 2023
Invariant Scattering Transform for Medical Imaging M. Ahsan S. Raman Zahed Siddique OOD 24 2 0 20 Apr 2023
Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights M. Ahsan Tareque Abu Abdullah Md. Shahin Ali Fatema Jahora Md. Khairul Islam Amin G. Alhashim Kishor Datta Gupta 24 9 0 01 Nov 2022
Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO M. Ahsan Md. Shahin Ali Zahed Siddique 16 3 0 23 Oct 2022
Machine Learning-Based Disease Diagnosis:A Bibliometric Analysis M. Ahsan Zahed Siddique 24 4 0 08 Jan 2022
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images E. E. Hemdan M. Shouman Mohamed E. Karar 86 1,013 0 24 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 80 1,762 0 24 Mar 2020
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN S. Esmaeilzadeh Yao Yang Ehsan Adeli MedIm 8 46 0 13 Jun 2018
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models Mohammad Haft-Javaherian Linjing Fang V. Muse C. Schaffer N. Nishimura M. Sabuncu 39 72 0 03 Jan 2018