
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification
Davide Chicco, Giuseppe Jurman
BioData Mining (2023) Vol. 16, Iss. 1
Open Access | Times Cited: 198
Davide Chicco, Giuseppe Jurman
BioData Mining (2023) Vol. 16, Iss. 1
Open Access | Times Cited: 198
Showing 1-25 of 198 citing articles:
Perturbation-theory machine learning for mood disorders: virtual design of dual inhibitors of NET and SERT proteins
Alejandro Speck‐Planche, Valeria V. Kleandrova, M. Natália D. S. Cordeiro
BMC Chemistry (2025) Vol. 19, Iss. 1
Open Access | Times Cited: 2
Alejandro Speck‐Planche, Valeria V. Kleandrova, M. Natália D. S. Cordeiro
BMC Chemistry (2025) Vol. 19, Iss. 1
Open Access | Times Cited: 2
In Silico Approach for Antibacterial Discovery: PTML Modeling of Virtual Multi-Strain Inhibitors Against Staphylococcus aureus
Valeria V. Kleandrova, M. Natália D. S. Cordeiro, M. Natália D. S. Cordeiro
Pharmaceuticals (2025) Vol. 18, Iss. 2, pp. 196-196
Open Access | Times Cited: 1
Valeria V. Kleandrova, M. Natália D. S. Cordeiro, M. Natália D. S. Cordeiro
Pharmaceuticals (2025) Vol. 18, Iss. 2, pp. 196-196
Open Access | Times Cited: 1
Predicting test failures induced by software defects: A lightweight alternative to software defect prediction and its industrial application
Lech Madeyski, Szymon Stradowski
Journal of Systems and Software (2025) Vol. 223, pp. 112360-112360
Closed Access | Times Cited: 1
Lech Madeyski, Szymon Stradowski
Journal of Systems and Software (2025) Vol. 223, pp. 112360-112360
Closed Access | Times Cited: 1
Examining discordance in spirometry reference equations: A retrospective study
Gerald S. Zavorsky, SHERIF ELKINANY, Abdullah Alismail, et al.
Physiological Reports (2025) Vol. 13, Iss. 5
Open Access | Times Cited: 1
Gerald S. Zavorsky, SHERIF ELKINANY, Abdullah Alismail, et al.
Physiological Reports (2025) Vol. 13, Iss. 5
Open Access | Times Cited: 1
Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions
Jamil Ispahany, Rafiqul Islam, Md Zahidul Islam, et al.
IEEE Access (2024) Vol. 12, pp. 68785-68813
Open Access | Times Cited: 12
Jamil Ispahany, Rafiqul Islam, Md Zahidul Islam, et al.
IEEE Access (2024) Vol. 12, pp. 68785-68813
Open Access | Times Cited: 12
Advancing Drug Safety in Drug Development: Bridging Computational Predictions for Enhanced Toxicity Prediction
Ana M. B. Amorim, Luiz F. Piochi, Ana Teresa Gaspar, et al.
Chemical Research in Toxicology (2024) Vol. 37, Iss. 6, pp. 827-849
Open Access | Times Cited: 12
Ana M. B. Amorim, Luiz F. Piochi, Ana Teresa Gaspar, et al.
Chemical Research in Toxicology (2024) Vol. 37, Iss. 6, pp. 827-849
Open Access | Times Cited: 12
Attention to Monkeypox: An Interpretable Monkeypox Detection Technique Using Attention Mechanism
Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, et al.
IEEE Access (2024) Vol. 12, pp. 51942-51965
Open Access | Times Cited: 10
Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, et al.
IEEE Access (2024) Vol. 12, pp. 51942-51965
Open Access | Times Cited: 10
SkipGateNet: A Lightweight CNN-LSTM Hybrid Model With Learnable Skip Connections for Efficient Botnet Attack Detection in IoT
Mohammed S. Alshehri, Jawad Ahmad, Sultan Almakdi, et al.
IEEE Access (2024) Vol. 12, pp. 35521-35538
Open Access | Times Cited: 8
Mohammed S. Alshehri, Jawad Ahmad, Sultan Almakdi, et al.
IEEE Access (2024) Vol. 12, pp. 35521-35538
Open Access | Times Cited: 8
Machine learning for early detection and severity classification in people with Parkinson’s disease
Juseon Hwang, Changhong Youm, Hwayoung Park, et al.
Scientific Reports (2025) Vol. 15, Iss. 1
Open Access | Times Cited: 1
Juseon Hwang, Changhong Youm, Hwayoung Park, et al.
Scientific Reports (2025) Vol. 15, Iss. 1
Open Access | Times Cited: 1
Prediction Models for Postoperative Pneumonia in Elderly Hip Fracture Patients: A Systematic Review and Critical Appraisal
Zhiqiang He, Geyu Zhong, Wenjin Han, et al.
Journal of Clinical Nursing (2025)
Closed Access | Times Cited: 1
Zhiqiang He, Geyu Zhong, Wenjin Han, et al.
Journal of Clinical Nursing (2025)
Closed Access | Times Cited: 1
A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes–Mallows index
Davide Chicco, Giuseppe Jurman
Journal of Biomedical Informatics (2023) Vol. 144, pp. 104426-104426
Open Access | Times Cited: 18
Davide Chicco, Giuseppe Jurman
Journal of Biomedical Informatics (2023) Vol. 144, pp. 104426-104426
Open Access | Times Cited: 18
Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, et al.
Neural Computing and Applications (2024) Vol. 36, Iss. 13, pp. 6955-6972
Closed Access | Times Cited: 7
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, et al.
Neural Computing and Applications (2024) Vol. 36, Iss. 13, pp. 6955-6972
Closed Access | Times Cited: 7
The conservation value of forests can be predicted at the scale of 1 hectare
Jakub W. Bubnicki, Per Angelstam, Grzegorz Mikusiński, et al.
Communications Earth & Environment (2024) Vol. 5, Iss. 1
Open Access | Times Cited: 7
Jakub W. Bubnicki, Per Angelstam, Grzegorz Mikusiński, et al.
Communications Earth & Environment (2024) Vol. 5, Iss. 1
Open Access | Times Cited: 7
A practical guide to the implementation of AI in orthopaedic research, Part 6: How to evaluate the performance of AI research?
Felix Conrad Oettl, Ayoosh Pareek, Philipp W. Winkler, et al.
Journal of Experimental Orthopaedics (2024) Vol. 11, Iss. 3
Open Access | Times Cited: 6
Felix Conrad Oettl, Ayoosh Pareek, Philipp W. Winkler, et al.
Journal of Experimental Orthopaedics (2024) Vol. 11, Iss. 3
Open Access | Times Cited: 6
Predicting type 2 diabetes via machine learning integration of multiple omics from human pancreatic islets
Tina Rönn, Alexander Perfilyev, Nikolay Oskolkov, et al.
Scientific Reports (2024) Vol. 14, Iss. 1
Open Access | Times Cited: 5
Tina Rönn, Alexander Perfilyev, Nikolay Oskolkov, et al.
Scientific Reports (2024) Vol. 14, Iss. 1
Open Access | Times Cited: 5
CSXAI: a lightweight 2D CNN-SVM model for detection and classification of various crop diseases with explainable AI visualization
Reazul Hasan Prince, Abdul Al Mamun, Hasibul Islam Peyal, et al.
Frontiers in Plant Science (2024) Vol. 15
Open Access | Times Cited: 5
Reazul Hasan Prince, Abdul Al Mamun, Hasibul Islam Peyal, et al.
Frontiers in Plant Science (2024) Vol. 15
Open Access | Times Cited: 5
Screening articles for systematic reviews with ChatGPT
Eugene Syriani, István Dávid, G. Kiran Kumar
Journal of Computer Languages (2024) Vol. 80, pp. 101287-101287
Open Access | Times Cited: 5
Eugene Syriani, István Dávid, G. Kiran Kumar
Journal of Computer Languages (2024) Vol. 80, pp. 101287-101287
Open Access | Times Cited: 5
Reference equations for DLNO and DLCO in Mexican Hispanics: influence of altitude and race
Laura Gochicoa‐Rangel, Ada De-Los-Santos-Martínez, Alejandro Reyes-García, et al.
BMJ Open Respiratory Research (2024) Vol. 11, Iss. 1, pp. e002341-e002341
Open Access | Times Cited: 5
Laura Gochicoa‐Rangel, Ada De-Los-Santos-Martínez, Alejandro Reyes-García, et al.
BMJ Open Respiratory Research (2024) Vol. 11, Iss. 1, pp. e002341-e002341
Open Access | Times Cited: 5
The Subgroup Imperative: Chest Radiograph Classifier Generalization Gaps in Patient, Setting, and Pathology Subgroups
Monish Ahluwalia, Mohamed Abdalla, James K. Sanayei, et al.
Radiology Artificial Intelligence (2023) Vol. 5, Iss. 5
Open Access | Times Cited: 13
Monish Ahluwalia, Mohamed Abdalla, James K. Sanayei, et al.
Radiology Artificial Intelligence (2023) Vol. 5, Iss. 5
Open Access | Times Cited: 13
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand’s Integrated Data Infrastructure
Alex X. Wang, Stefanka Chukova, Andrew Sporle, et al.
Information Processing & Management (2023) Vol. 61, Iss. 1, pp. 103558-103558
Open Access | Times Cited: 13
Alex X. Wang, Stefanka Chukova, Andrew Sporle, et al.
Information Processing & Management (2023) Vol. 61, Iss. 1, pp. 103558-103558
Open Access | Times Cited: 13
POxload: Machine Learning Estimates Drug Loadings of Polymeric Micelles
Josef Kehrein, Alex Bunker, Robert Luxenhofer
Molecular Pharmaceutics (2024) Vol. 21, Iss. 7, pp. 3356-3374
Closed Access | Times Cited: 4
Josef Kehrein, Alex Bunker, Robert Luxenhofer
Molecular Pharmaceutics (2024) Vol. 21, Iss. 7, pp. 3356-3374
Closed Access | Times Cited: 4
DeepRA: A novel deep learning-read-across framework and its application in non-sugar sweeteners mutagenicity prediction
Tarapong Srisongkram
Computers in Biology and Medicine (2024) Vol. 178, pp. 108731-108731
Closed Access | Times Cited: 4
Tarapong Srisongkram
Computers in Biology and Medicine (2024) Vol. 178, pp. 108731-108731
Closed Access | Times Cited: 4
Performance Metrics for Multilabel Emotion Classification: Comparing Micro, Macro, and Weighted F1-Scores
Maria Cristina Hinojosa Lee, Johan Braet, Johan Springael
Applied Sciences (2024) Vol. 14, Iss. 21, pp. 9863-9863
Open Access | Times Cited: 4
Maria Cristina Hinojosa Lee, Johan Braet, Johan Springael
Applied Sciences (2024) Vol. 14, Iss. 21, pp. 9863-9863
Open Access | Times Cited: 4
Area under the ROC Curve has the most consistent evaluation for binary classification
Jing Li
PLoS ONE (2024) Vol. 19, Iss. 12, pp. e0316019-e0316019
Open Access | Times Cited: 4
Jing Li
PLoS ONE (2024) Vol. 19, Iss. 12, pp. e0316019-e0316019
Open Access | Times Cited: 4
ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees
Jakub Adamczyk, Jakub Poziemski, Paweł Siedlecki
Scientific Data (2025) Vol. 12, Iss. 1
Open Access
Jakub Adamczyk, Jakub Poziemski, Paweł Siedlecki
Scientific Data (2025) Vol. 12, Iss. 1
Open Access