Rustam F - Search Results

1

Pneumonia detection on chest X-rays from Xception-based transfer learning and logistic regression.

Mujahid M, Rustam F, Chakrabarti P, Mallampati B, de la Torre Diez I, Gali P, Chunduri V, Ashraf I. Mujahid M, et al. Among authors: rustam f. Technol Health Care. 2024;32(6):3847-3870. doi: 10.3233/THC-230313. Technol Health Care. 2024. PMID: 39520166

2

Blood cancer prediction using leukemia microarray gene data and hybrid logistic vector trees model.

Rupapara V, Rustam F, Aljedaani W, Shahzad HF, Lee E, Ashraf I. Rupapara V, et al. Among authors: rustam f. Sci Rep. 2022 Jan 19;12(1):1000. doi: 10.1038/s41598-022-04835-6. Sci Rep. 2022. PMID: 35046459 Free PMC article.

3

Pneumonia Classification from X-ray Images with Inception-V3 and Convolutional Neural Network.

Mujahid M, Rustam F, Álvarez R, Luis Vidal Mazón J, Díez IT, Ashraf I. Mujahid M, et al. Among authors: rustam f. Diagnostics (Basel). 2022 May 21;12(5):1280. doi: 10.3390/diagnostics12051280. Diagnostics (Basel). 2022. PMID: 35626436 Free PMC article.

4

A Review of Image Processing Techniques for Deepfakes.

Shahzad HF, Rustam F, Flores ES, Luís Vidal Mazón J, de la Torre Diez I, Ashraf I. Shahzad HF, et al. Among authors: rustam f. Sensors (Basel). 2022 Jun 16;22(12):4556. doi: 10.3390/s22124556. Sensors (Basel). 2022. PMID: 35746333 Free PMC article. Review.

5

Thyroid Disease Prediction Using Selective Features and Machine Learning Techniques.

Chaganti R, Rustam F, De La Torre Díez I, Mazón JLV, Rodríguez CL, Ashraf I. Chaganti R, et al. Among authors: rustam f. Cancers (Basel). 2022 Aug 13;14(16):3914. doi: 10.3390/cancers14163914. Cancers (Basel). 2022. PMID: 36010907 Free PMC article.

6

Ensemble learning-based feature engineering to analyze maternal health during pregnancy and health risk prediction.

Raza A, Siddiqui HUR, Munir K, Almutairi M, Rustam F, Ashraf I. Raza A, et al. Among authors: rustam f. PLoS One. 2022 Nov 9;17(11):e0276525. doi: 10.1371/journal.pone.0276525. eCollection 2022. PLoS One. 2022. PMID: 36350808 Free PMC article.

7

Predicting microbe organisms using data of living micro forms of life and hybrid microbes classifier.

Raza A, Rustam F, Siddiqui HUR, Diez IT, Ashraf I. Raza A, et al. Among authors: rustam f. PLoS One. 2023 Apr 20;18(4):e0284522. doi: 10.1371/journal.pone.0284522. eCollection 2023. PLoS One. 2023. PMID: 37079536 Free PMC article.

8

Fake news detection in Urdu language using machine learning.

Farooq MS, Naseem A, Rustam F, Ashraf I. Farooq MS, et al. Among authors: rustam f. PeerJ Comput Sci. 2023 May 23;9:e1353. doi: 10.7717/peerj-cs.1353. eCollection 2023. PeerJ Comput Sci. 2023. PMID: 37346628 Free PMC article.

9

Efficient deep learning-based approach for malaria detection using red blood cell smears.

Mujahid M, Rustam F, Shafique R, Montero EC, Alvarado ES, de la Torre Diez I, Ashraf I. Mujahid M, et al. Among authors: rustam f. Sci Rep. 2024 Jun 10;14(1):13249. doi: 10.1038/s41598-024-63831-0. Sci Rep. 2024. PMID: 38858481 Free PMC article.

10

Enhanced detection of diabetes mellitus using novel ensemble feature engineering approach and machine learning model.

Rustam F, Al-Shamayleh AS, Shafique R, Obregon SA, Iglesias RC, Gonzalez JPM, Ashraf I. Rustam F, et al. Sci Rep. 2024 Oct 7;14(1):23274. doi: 10.1038/s41598-024-74357-w. Sci Rep. 2024. PMID: 39375469 Free PMC article.

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