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Development of a Novel Machine Learning Model for Automatic Assessment of Quality of Transvaginal Ultrasound Images From Multi-Annotator Labels.

Accurate diagnosis of pathology from ultrasound images is reliant upon images of a suitable diagnostic quality being acquired. This study aimed to create a novel machine learning model to automatically …

Published: Sept. 22, 2025, midnight
Perioperative Anesthetic and Hormonal Considerations in a Patient With Anti-glutamic Acid Decarboxylase Encephalitis: A Case Report.

Glutamic acid decarboxylase (GAD) is vital for gamma-aminobutyric acid (GABA) synthesis. Auto-antibodies against GAD deplete GAD levels and subsequently GABA, resulting in a hyper-excitatory state. A 41-year-old woman with anti-GAD …

Published: Sept. 22, 2025, midnight
Case Report: Uterine mesothelial cyst in a nulliparous woman-diagnostic and clinical challenges of a rare benign lesion.

Uterine mesothelial cysts (UMCs) are rare, benign lesions that arise from the mesothelial lining of the uterus and are only sporadically documented in the literature. Because of their extremely low …

Published: Sept. 18, 2025, midnight
Decoding uterine (dys)function in fibroids through multimodal assessment of functional determinants: a systematic review and meta-analysis.

Is there a difference in uterine functional determinants between women with fibroids and women without myometrial pathology?

Published: Sept. 18, 2025, midnight
Inguinal endometriosis: a rare entity of a common condition .

A woman in her mid-40s experienced a painful lump in the right groin area for 5 years, with exacerbation during menstruation, coughing and sneezing. Initial treatment with depot methylprednisolone acetate …

Published: Sept. 11, 2025, midnight
Fine-needle Aspiration Cytology of Cutaneous Endometriosis: A Series of 17 Cases with Literature Review.

Cutaneous endometriosis, a rare entity, is a type of extra pelvic endometriosis observed in 0.5%-1% of women. The most common sites include the abdominal wall, umbilicus, vulva, and extremities. It …

Published: Sept. 5, 2025, midnight
Application of ultrasound in combination with other methods in gynecological disease: artificial intelligence, surgery, and drugs.

Gynecological diseases (GyD) are related to reproductive tissue disorders such as the cervix, vagina, fallopian tubes, and ovaries, which can affect fertility. Among these diseases, we can mention endometriosis, ovarian …

Published: Sept. 1, 2025, midnight
First Presentation of Endometriosis: A Case of Acute Large Bowel Obstruction.

The first presentation of endometriosis as acute large bowel obstruction is rare. We present the case of a woman in her 40s with no significant past medical history presenting with …

Published: Aug. 30, 2025, midnight
Neuroinflammation is responsible for pain in endometriosis - targeting the JAK-STAT pathway and mast cell activation.

Chronic pain is a defining feature of endometriosis and contributes significantly to the diminished quality of life observed in affected individuals. Despite advances in understanding disease pathology, current therapeutic strategies …

Published: Aug. 29, 2025, midnight
Endometriosis Presenting as a Malignant Appearing Cecal Mass.

Endometriosis is a gynecological condition that can manifest in pelvic and extra-pelvic sites, including the gastrointestinal tract. Cecal and appendiceal involvement is rare and can present as anemia, mimicking malignancy. …

Published: Aug. 28, 2025, midnight
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