Research map: A unified framework for integrated prediction and personalized management of hormonal and mental health disorders

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Papers in this map

  1. A brief insight into the etiology, genetics, and immunology of polycystic ovarian syndrome (PCOS) · Sana Siddiqui · 2022 · 344 citations · Cited by this paper
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  7. A Distinctive Explainable Machine Learning Framework for Detection of Polycystic Ovary Syndrome · Varada Vivek Khanna · 2023 · 127 citations · Cited by this paper
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  9. SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning · Shamik Tiwari · 2022 · 118 citations · Cited by this paper
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  11. A Novel Approach for Polycystic Ovary Syndrome Prediction Using Machine Learning in Bioinformatics · Shazia Nasim · 2022 · 106 citations · Cited by this paper
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  17. Optimized Machine Learning for the Early Detection of Polycystic Ovary Syndrome in Women · Bharti Panjwani · 2025 · 52 citations · Cited by this paper
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  19. CystNet: An AI driven model for PCOS detection using multilevel thresholding of ultrasound images · Poonam Moral · 2024 · 49 citations · Cited by this paper
  20. J-RAS: Mutual adaptation for medical image segmentation via contrastive retrieval-augmented joint optimization · 2026 · Related
  21. Optimized polycystic ovarian disease prognosis and classification using AI based computational approaches on multi-modality data · Kogilavani Shanmugavadivel · 2024 · 41 citations · Cited by this paper
  22. Ultrasound Assessment in Polycystic Ovary Syndrome Diagnosis: From Origins to Future Perspectives—A Comprehensive Review · Stefano Di Michele · 2025 · 29 citations · Cited by this paper
  23. Automated high precision PCOS detection through a segment anything model on super resolution ultrasound ovary images · S. Reka · 2025 · 29 citations · Cited by this paper
  24. Fuzzy machine learning logic utilization on hormonal imbalance dataset · Rabia Khushal · 2024 · 28 citations · Cited by this paper
  25. Artificial intelligence in polycystic ovarian syndrome management: past, present, and future · Jinyuan Wang · 2025 · 22 citations · Cited by this paper
  26. Consideration of FedProx in Privacy Protection · Tianbo An · 2023 · 21 citations · Cited by this paper
  27. EffiDenseGenOp: Ensemble Transfer Learning With Hyperparameter Tuning Using Genetic Algorithm Optimization for PCOS Detection From Ultrasound Sonography Images · Ananya Ghosh · 2025 · 21 citations · Cited by this paper
  28. A brain tumour classification on the magnetic resonance images using convolutional neural network based privacy‐preserving federated learning · Şevket Ay · 2024 · 20 citations · Cited by this paper
  29. PODBoost: an explainable AI model for polycystic ovarian syndrome detection using grey wolf-based feature selection approach · Poonam Moral · 2024 · 19 citations · Cited by this paper
  30. Nutritional management recommendation systems in polycystic ovary syndrome: a systematic review · Leila Shahmoradi · 2024 · 13 citations · Cited by this paper
  31. Advancement in early diagnosis of polycystic ovary syndrome: biomarker-driven innovative diagnostic sensor · Aniket Nandi · 2025 · 7 citations · Cited by this paper
  32. Application of ChatGPT-based artificial intelligence in the diagnosis and management of polycystic ovary syndrome · Yingchun Zhu · 2025 · 7 citations · Cited by this paper
  33. Unveiling lipoprotein subfractions signature in high-FNPO PCOS: implications for PCOM diagnosis and risk assessment using advanced machine learning models · Xueqi Yan · 2025 · 5 citations · Cited by this paper
  34. Research progress on the pathogenesis, clinical impact, and traditional Chinese medicine treatment of polycystic ovary syndrome complicated by insulin resistance · Zepu Sun · 2025 · 4 citations · Cited by this paper
  35. Green Chameleon Algorithm: A New Bio-inspired Meta-Heuristic Algorithm to Solve the Traveling Salesman Problem · Yahyaa Mohammed · 2024 · 2 citations · Cited by this paper
  36. Comprehensive Feature-Driven PCOS Predictor: A Reinforcement Learning-Based Binary Equilibrium Optimization Approach · S. Reka · 2025 · 2 citations · Cited by this paper
  37. SE-PCOSNet: Channel-Wise Attention Mechanisms for Automated PCOS Detection in Ultrasound Imaging · Chiranjib Dutta · 2025 · 2 citations · Cited by this paper
  38. Untitled · Cited by this paper

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