Şeyma Yaşar profile image
Şeyma Yaşar Dr. İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ
Publication 17 Review 0 CrossRef Cited 14 TR Dizin Cited 29
17 Publication
0 Review
14 CrossRef Cited
29 TR Dizin Cited
0000-0003-1300-3393

Research Fields

Biostatistics

Institution

İNÖNÜ ÜNİVERSİTESİ, TIP FAKÜLTESİ

Publications

Machine Learning-Driven Metabolomic Biomarker Discovery for PCOS: An Interpretable Approach Using Random Forest and SHAP
Authors: Şeyma Yaşar
Published: 2025 , Medical Records
DOI: 10.37990/medr.1718952
FAVORITE 0 TOTAL DOWNLOAD COUNT 51

0

51

IDENTIFICATION AND GLOBAL INTERPRETATION OF POSSIBLE BIOMARKERS FOR THE DIAGNOSIS OF PANCREATIC CANCER USING EXPLAINABLE ARTIFICIAL INTELLIGENCE METHODS
Authors: Şeyma Yaşar
Published: 2025 , Journal of İnönü University Vocational School of Health Services
DOI: 10.33715/inonusaglik.1571883
FAVORITE 0 TOTAL DOWNLOAD COUNT 451

0

451

Motor Symptoms Determining Disease-Specific Quality of Life in Parkinson's Patients
Authors: Mustafa Ertuğrul Yaşa , Rıza Sonkaya , Buse Korkmaz , Büşra Nur Fındık , Şeyma Yaşar , Bilgin Öztürk , Ömer Karadaş
Published: 2024 , Journal of İnönü University Vocational School of Health Services
DOI: 10.33715/inonusaglik.1499243
FAVORITE 0 TOTAL DOWNLOAD COUNT 397

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397

Determination of Possible Biomarkers for Predicting Well-Differentiated Thyroid Cancer Recurrence by Different Ensemble Machine Learning Methods
Authors: Şeyma Yaşar
Published: 2024 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.1498383
FAVORITE 0 TOTAL DOWNLOAD COUNT 657

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657

Identifying Possible Biomarkers for Early-Stage Hepatocellular Carcinoma using Random Forest Machine Learning Method
Authors: Şeyma Yaşar
Published: 2024 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1383798
FAVORITE 0 TOTAL DOWNLOAD COUNT 204

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204

Evaluation of the Effectiveness of Otorhinolaryngology Examination and Hearing Evaluation Training for Family Physicians
Authors: Burcu Kayhan Tetik , Emrah Gündüz , Şeyma Yaşar , Mehmet Kayhan
Published: 2024 , Konuralp Medical Journal
DOI: 10.18521/ktd.1458187
FAVORITE 0 TOTAL DOWNLOAD COUNT 294

0

294

Biomarkers for predicting diabetes in gastric cancer patients with machine learning methods based on proteomic data
Authors: Şeyma Yaşar , Büşra Nur Fındık
Published: 2024 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1394024
FAVORITE 0 TOTAL DOWNLOAD COUNT 236

0

236

Rule-based prediction of diabetes mellitus using a classification based on association rules
Authors: Şeyma Yaşar , Büşra Nur Fındık
Published: 2024 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1384561
FAVORITE 0 TOTAL DOWNLOAD COUNT 278

0

278

PREDICTIVE BIOMARKERS OF LIVING DONOR LIVER TRANSPLANTATION
Authors: Ömer Faruk Çiftçi , Tevfik Tolga Şahin , Hande Yüce , Sezai Yılmaz , Neşe Başak Türkmen , Şeyma Yaşar , Tülay Çoban , Songül Ünüvar
Published: 2023 , Journal of Faculty of Pharmacy of Ankara University
DOI: 10.33483/jfpau.1247781
FAVORITE 0 TOTAL DOWNLOAD COUNT 470

0

470

Prediction of Placenta Accreta Spectrum by Machine Learning Methods and Determination of Candidate Biomarkers
Authors: Şeyma Yaşar , Saim Yoloğlu
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1180200
FAVORITE 0 TOTAL DOWNLOAD COUNT 619

0

619

Karaciğer nakli alıcılarında herpes simpleks virüs viremisinin tanısı, klinik görünümleri ve tedavi yönetimi
Authors: Adem Köse , Sibel Altunışık Toplu , Fatih Gönültaş, Cemalettin Koç, Yusuf Yakupoğulları, Barış Otlu , Emine Türkmen, Şeyma Yaşar , Sezai Yılmaz , Yaşar Bayındır
Published: 2021 , Turkish Journal of Clinics and Laboratory
DOI: 10.18663/tjcl.954392
FAVORITE 0 TOTAL DOWNLOAD COUNT 468

0

468

The Risk Factors Affecting Length of Stay and Mortality in Covid 19 Patients: Laboratory Parameters, Comorbidities, and Demographic Characteristics
Authors: Leman Acun Delen , Esra Erdoğan , Şeyma Yaşar
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.899368
FAVORITE 0 TOTAL DOWNLOAD COUNT 414

0

414

Automated classification of brain tumors by deep learning-based models on magnetic resonance images using a developed web-based interface
Authors: Bora Tetik , Hasan Ucuzal , Şeyma Yaşar , Cemil Çolak
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.889777
FAVORITE 0 TOTAL DOWNLOAD COUNT 721

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721

A PROPOSED MODEL CAN CLASSIFY THE COVID-19 PANDEMIC BASED ON THE LABORATORY TEST RESULTS
Authors: Şeyma Yaşar , Cemil Çolak
Published: 2020 , The Journal of Cognitive Systems
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 341

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341

A Developed Interactive Web Application for Statistical Analysis: Statistical Analysis Software
Authors: Şeyma Yaşar , Ahmet Arslan , Cemil Çolak , Saim Yoloğlu
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.704456
FAVORITE 0 TOTAL DOWNLOAD COUNT 1192

0

1192

A Web-Based Software Developed for Bayesian Tests and an Application in Medicine
Authors: İpek Balıkçı Çiçek , Şeyma Yaşar , Zeynep Tunç, Cemil Çolak
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.752102
FAVORITE 0 TOTAL DOWNLOAD COUNT 483

0

483

A web-based software developed for permutation tests and an application in medicine
Authors: Zeynep Tunç, Şeyma Yaşar , Emek Güldoğan , Cemil Çolak
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.704457
FAVORITE 0 TOTAL DOWNLOAD COUNT 716

0

716

Articles published in
Journal of Faculty of Pharmacy of Ankara University
Journal of Faculty of Pharmacy of Ankara University
Journal of İnönü University Vocational School of Health Services
Journal of İnönü University Vocational School of Health Services
Konuralp Medical Journal
Konuralp Medical Journal
Medical Records
Medical Records
Middle Black Sea Journal of Health Science
Middle Black Sea Journal of Health Science
The Journal of Cognitive Systems
The Journal of Cognitive Systems
Turkish Journal of Clinics and Laboratory
Turkish Journal of Clinics and Laboratory
User doesn't have any peer review duties on DergiPark.

Publications

IDENTIFICATION AND GLOBAL INTERPRETATION OF POSSIBLE BIOMARKERS FOR THE DIAGNOSIS OF PANCREATIC CANCER USING EXPLAINABLE ARTIFICIAL INTELLIGENCE METHODS
Authors: Şeyma Yaşar
Published: 2025 , Journal of İnönü University Vocational School of Health Services
DOI: 10.33715/inonusaglik.1571883
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 451

1

0

451

Prediction of Placenta Accreta Spectrum by Machine Learning Methods and Determination of Candidate Biomarkers
Authors: Şeyma Yaşar , Saim Yoloğlu
Published: 2022 , The Journal of Cognitive Systems
DOI: 10.52876/jcs.1180200
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 619

1

0

619

The Risk Factors Affecting Length of Stay and Mortality in Covid 19 Patients: Laboratory Parameters, Comorbidities, and Demographic Characteristics
Authors: Leman Acun Delen , Esra Erdoğan , Şeyma Yaşar
Published: 2021 , Konuralp Medical Journal
DOI: 10.18521/ktd.899368
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 414

2

0

414

A Developed Interactive Web Application for Statistical Analysis: Statistical Analysis Software
Authors: Şeyma Yaşar , Ahmet Arslan , Cemil Çolak , Saim Yoloğlu
Published: 2020 , Middle Black Sea Journal of Health Science
DOI: 10.19127/mbsjohs.704456
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 1192

10

0

1192

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.
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