Talat Zehra
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View article: Detection of Schistosoma Eggs Using an AI-Based Deep Learning Model on Urinary Bladder Histopathology Images
Detection of Schistosoma Eggs Using an AI-Based Deep Learning Model on Urinary Bladder Histopathology Images Open
Deep learning, Mask segmentation, Medical image analysis, Schistosomiasis, YOLO segmentation.
View article: Computer-Aided Diagnosis in Spontaneous Abortion: A Histopathology Dataset and Benchmark for Products of Conception
Computer-Aided Diagnosis in Spontaneous Abortion: A Histopathology Dataset and Benchmark for Products of Conception Open
Spontaneous abortion, commonly known as miscarriage, is a significant concern during early pregnancy. Histopathological examination of tissue samples is a widely used method to diagnose and classify tissue phenotypes found in products of c…
View article: Switching Trends in Medical Education: Faculty Perception
Switching Trends in Medical Education: Faculty Perception Open
Objective: To determine the level of awareness among faculty members of Sindh Medical College regarding switching trends in medical education from traditional to integrated modular system. Study Design: Qualitative study (Phenomenology). P…
View article: Model for detecting metastatic deposits in lymph nodes of colorectal carcinoma on digital/ non-WSI images
Model for detecting metastatic deposits in lymph nodes of colorectal carcinoma on digital/ non-WSI images Open
View article: Rethinking Histology Slide Digitization Workflows for Low-Resource Settings
Rethinking Histology Slide Digitization Workflows for Low-Resource Settings Open
Histology slide digitization is becoming essential for telepathology (remote consultation), knowledge sharing (education), and using the state-of-the-art artificial intelligence algorithms (augmented/automated end-to-end clinical workflows…
View article: Anxiolytic and Antidepressant Effect of Phaseolus vulgaris on Animal Models
Anxiolytic and Antidepressant Effect of Phaseolus vulgaris on Animal Models Open
An experimental study was conducted using rodents at different doses to evaluate the effect of Phaseolus vulgaris (red beans) on cage crossing, head dip, open field, elevated plus maze, and light and dark apparatus for anxiety and forced s…
View article: Rethinking Histology Slide Digitization Workflows for Low-Resource Settings
Rethinking Histology Slide Digitization Workflows for Low-Resource Settings Open
View article: Use of Novel Open-Source Deep Learning Platform for Quantification of Ki-67 in Neuroendocrine Tumors – Analytical Validation
Use of Novel Open-Source Deep Learning Platform for Quantification of Ki-67 in Neuroendocrine Tumors – Analytical Validation Open
This study showcases the potential of open-source/open-access user-friendly deep learning platforms, such as DeepLIIF, for the quantification of Ki-67 in neuroendocrine tumors. The analytical validation presented here establishes the relia…
View article: Use of a Novel Deep Learning Open-Source Model for Quantification of Ki-67 in Breast Cancer Patients in Pakistan: A Comparative Study between the Manual and Automated Methods
Use of a Novel Deep Learning Open-Source Model for Quantification of Ki-67 in Breast Cancer Patients in Pakistan: A Comparative Study between the Manual and Automated Methods Open
Introduction: Breast cancer is the most common cancer in women; its early detection plays a crucial role in improving patient outcomes. Ki-67 is a biomarker commonly used for evaluating the proliferation of cancer cells in breast cancer pa…
View article: Current practice of histopathology in Pakistan: difficulties, challenges, and solutions
Current practice of histopathology in Pakistan: difficulties, challenges, and solutions Open
Histopathology is the gold standard for diagnosis of cancers as well as many non- neoplastic diseases. Pakistan is a country of more than 220 million people and the fifth most populated country of the world. Unfortunately, it has a weak he…
View article: A suggested way forward for adoption of AI-Enabled digital pathology in low resource organizations in the developing world
A suggested way forward for adoption of AI-Enabled digital pathology in low resource organizations in the developing world Open
View article: Ki-67 Quantification in Breast Cancer by Digital Imaging AI Software and its Concordance with Manual Method
Ki-67 Quantification in Breast Cancer by Digital Imaging AI Software and its Concordance with Manual Method Open
Artificial intelligence, Algorithms, Breast cancer, Deep learning, Image detection, Ki-67.
View article: FREQUENCY OF UTERINE LEIOMYOMA WITH ITS RELATED RISK FACTORS OBSERVED AT A TERTIARY CARE CENTRE IN KARACHI
FREQUENCY OF UTERINE LEIOMYOMA WITH ITS RELATED RISK FACTORS OBSERVED AT A TERTIARY CARE CENTRE IN KARACHI Open
Objective: To study the frequency of uterine leiomyoma with its risk factors. Material and Methods: A cross-sectional study was carried out between January 2020 to June 2020 including women who were diagnosed with uterine leiomyomas in the…
View article: A Novel Deep Learning-Based Mitosis Recognition Approach and Dataset for Uterine Leiomyosarcoma Histopathology
A Novel Deep Learning-Based Mitosis Recognition Approach and Dataset for Uterine Leiomyosarcoma Histopathology Open
Uterine leiomyosarcoma (ULMS) is the most common sarcoma of the uterus, It is aggressive and has poor prognosis. Its diagnosis is sometimes challenging owing to its resemblance by benign smooth muscle neoplasms of the uterus. Pathologists …
View article: Association of Abnormal Coagulation Tests in Dengue Fever with Clinical Outcomes of The Patients
Association of Abnormal Coagulation Tests in Dengue Fever with Clinical Outcomes of The Patients Open
Objective: To assess the coagulation test abnormalities (prothrombin time, activated partial thromboplastin time and fibrin degradation products) in dengue fever patients and its impact on clinical outcomes of the patient.
Study Design: C…
View article: Adoption of Digital Pathology in Developing Countries: From Benefits to Challenges
Adoption of Digital Pathology in Developing Countries: From Benefits to Challenges Open
Digital pathology and the use of artificial intelligence constitute undisputedly the future of modern pathology. The outcomes and benefits of the whole slide imaging are beyond the scope of traditional microscopy, which the pathologists we…
View article: Dawn of artificial intelligence -Enable digital Pathology in Pakistan-A paradigm shift
Dawn of artificial intelligence -Enable digital Pathology in Pakistan-A paradigm shift Open
Pathology particularly histopathology is considered to be a busy and challenging field. It is considered as gold standard for the diagnosis and management of patient particularly in cases of tumor. It has been more than twenty years since …
View article: Dawn of artificial intelligence -Enable digital Pathology in Pakistan-A paradigm shift
Dawn of artificial intelligence -Enable digital Pathology in Pakistan-A paradigm shift Open
Pathology particularly histopathology is considered to be a busy and challenging field. It is considered as gold standard for the diagnosis and management of patient particularly in cases of tumor. It has been more than twenty years since …
View article: Frequency and Spectrum of Non-Malignant Lesions in Abdominal Hysterectomy Specimens
Frequency and Spectrum of Non-Malignant Lesions in Abdominal Hysterectomy Specimens Open
Objective: To determine the histological spectrum of non-malignant lesions in abdominal hysterectomy specimens from women of reproductive age group. Study Design and Setting: This was a descriptive cross-sectional study carried out at a pr…
View article: Frequency and Trends of Prostatic Diseases in a Subset of Karachi Population: A Retrospective Study
Frequency and Trends of Prostatic Diseases in a Subset of Karachi Population: A Retrospective Study Open
Background: Prostatic diseases are a leading cause of frequent urinary complaints in elderly males. The most common diseases include prostatitis, benign prostatic hyperplasia, and prostate cancer. This study aimed to determine the frequenc…
View article: A clinico-mycological spectrum of superficial mycoses of scalp in pediatric population
A clinico-mycological spectrum of superficial mycoses of scalp in pediatric population Open
Objective: A clinico-mycological study was conducted to assess the profile of dermatophytes and non-dermatophytes in patients with superficial mycoses of scalp.
Methods: This Descriptive cross sectional study was conducted at Department o…
View article: Squamous Cell Carcinoma Kidney in a Patient of Renal Calculi: Rare and Aggressive Variant of Renal Cancer
Squamous Cell Carcinoma Kidney in a Patient of Renal Calculi: Rare and Aggressive Variant of Renal Cancer Open
Squamous cell carcinoma (SCC) of kidney is a rare entity. It behaves aggressively in case of kidney. It is usually diagnosed at an advance stage associated with poor outcome. Renal squamous cell carcinoma is usually associated with stones.…
View article: Object Detection in a Cluttered Scene Using SURF for Computer Assisted Histopathology
Object Detection in a Cluttered Scene Using SURF for Computer Assisted Histopathology Open
Computer vision imitates human vision ability to perceive real world.Computer vision has proven its part from autonomous navigation on martin surface to histopathology images recognition.In practice, histopathologists examine microscopic i…