AIMC Topic: Biopsy

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Construction of artificial intelligence non-invasive diagnosis model for common glomerular diseases based on hyperspectral and urine analysis.

Photodiagnosis and photodynamic therapy Aug 18, 2023
OBJECTIVE: To develop a non-invasive fluid biopsy assisted diagnosis model for glomerular diseases based on hyperspectral, so as to solve the problem of poor compliance of patients with invasive examination and improve the early diagnosis rate of glo...
Biopsy Photochemotherapy Photosensitizing Agents Humans Artificial Intelligence Urinalysis
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Identification of lymph node metastasis in pre-operation cervical cancer patients by weakly supervised deep learning from histopathological whole-slide biopsy images.

Cancer medicine Aug 10, 2023
BACKGROUND: Lymph node metastasis (LNM) significantly impacts the prognosis of individuals diagnosed with cervical cancer, as it is closely linked to disease recurrence and mortality, thereby impacting therapeutic schedule choices for patients. Howev...
Neoplasm Recurrence, Local Lymphatic Metastasis Biopsy Retrospective Studies Female Humans Uterine Cervical Neoplasms Prospective Studies Deep Learning Lymph Nodes
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Artificial Intelligence Optical Biopsy for Evaluating the Functional State of Wounds.

The Journal of surgical research Aug 8, 2023
INTRODUCTION: The clinical characterization of the functional status of active wounds in terms of their driving cellular and molecular biology remains a considerable challenge that currently requires excision via a tissue biopsy. In this pilot study,...
Animals Pilot Projects Wound Healing Neural Networks, Computer Artificial Intelligence Dogs Muscle, Skeletal Biopsy
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Robot-assisted transcerebellar stereotactic approach to the posterior fossa in pediatric patients: a technical note.

Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery Aug 1, 2023
PURPOSE: During the last decade, there has been renewed interest in stereotactic approaches to diffuse intrinsic pontine gliomas (DIPGs) in children, due to the development of new concepts in molecular biology and management, and subsequent need for ...
Humans Female Biopsy Stereotaxic Techniques Brain Stem Neoplasms Child, Preschool Child Robotics
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Deep learning radiopathomics based on preoperative US images and biopsy whole slide images can distinguish between luminal and non-luminal tumors in early-stage breast cancers.

EBioMedicine Jul 19, 2023
BACKGROUND: For patients with early-stage breast cancers, neoadjuvant treatment is recommended for non-luminal tumors instead of luminal tumors. Preoperative distinguish between luminal and non-luminal cancers at early stages will facilitate treatmen...
Humans Prospective Studies Female Ultrasonography Biopsy Breast Neoplasms Deep Learning
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A hierarchical self-attention-guided deep learning framework to predict breast cancer response to chemotherapy using pre-treatment tumor biopsies.

Medical physics Jul 5, 2023
BACKGROUND: Pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) has demonstrated a strong correlation to improved survival in breast cancer (BC) patients. However, pCR rates to NAC are less than 30%, depending on the BC subtype. Ea...
Biopsy Breast Retrospective Studies Female Breast Neoplasms Deep Learning Humans Treatment Outcome Neoadjuvant Therapy
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AutoFibroNet: A deep learning and multi-photon microscopy-derived automated network for liver fibrosis quantification in MAFLD.

Alimentary pharmacology & therapeutics Jul 4, 2023
BACKGROUND: Liver fibrosis is the strongest histological risk factor for liver-related complications and mortality in metabolic dysfunction-associated fatty liver disease (MAFLD). Second harmonic generation/two-photon excitation fluorescence (SHG/TPE...
Liver Cirrhosis Liver Biopsy Non-alcoholic Fatty Liver Disease Microscopy Humans Adult Deep Learning
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Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics.

Investigative radiology May 22, 2023
OBJECTIVES: In multiple myeloma and its precursor stages, plasma cell infiltration (PCI) and cytogenetic aberrations are important for staging, risk stratification, and response assessment. However, invasive bone marrow (BM) biopsies cannot be perfor...
Deep Learning Magnetic Resonance Imaging Bone Marrow Male Biopsy Humans Middle Aged Multiple Myeloma Retrospective Studies Chromosome Aberrations
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Diagnosis of Liver Fibrosis Using Artificial Intelligence: A Systematic Review.

Medicina (Kaunas, Lithuania) May 21, 2023
The development of liver fibrosis as a consequence of continuous inflammation represents a turning point in the evolution of chronic liver diseases. The recent developments of artificial intelligence (AI) applications show a high potential for impro...
Inflammation Liver Cirrhosis Biopsy Databases, Factual Humans Animals Artificial Intelligence Child
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Current state of radiomics in pediatric neuro-oncology practice: a systematic review.

Pediatric radiology May 17, 2023
BACKGROUND: Radiomics is the process of converting radiological images into high-dimensional data that may be used to create machine learning models capable of predicting clinical outcomes, such as disease progression, treatment response and survival...
Humans Radiology Machine Learning Child Disease Progression Adult Biopsy Multicenter Studies as Topic Adolescent Area Under Curve
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