Blogs & News

Why MRI + AI Before Biopsy Improves Patient Outcomes

A diagnosis journey often begins with uncertainty. For men facing the possibility of prostate cancer, that uncertainty has traditionally been

What’s Next in AI for Prostate Care: Predictive Models, Treatment Planning & Beyond

We are currently witnessing a renaissance in medical imaging. The first wave of Artificial Intelligence (AI) in healthcare focused heavily

Regulatory Landscape: FDA Clearance and What It Means for Clinical Adoption

In the rapidly evolving world of medical technology, “innovation” is a buzzword we hear daily. Startups and tech giants alike

How AI Helps Rural and Underserved Areas Access Advanced Prostate Cancer Detection

Geography should not determine destiny. Yet, for millions of men living in rural or underserved communities, their zip code often

Why Insurance Policies Lag Behind Clinical Evidence in MRI-First Screening

Medical innovation moves at the speed of light. Every day, researchers and engineers develop new algorithms, refine imaging techniques, and

The Economic Value of Reducing Unnecessary Biopsies with AI + MRI

The trajectory of modern medicine is shifting. For decades, the focus was often on volume—more tests, more procedures, and more

Why AI-Enabled MRI Is Becoming Standard in Concierge and Precision Medicine Clinics

In the exclusive world of concierge medicine, “standard of care” is a starting point, not the goal. Patients who opt

How ProstatID Helps Build Prostate Centers of Excellence

In the rapidly evolving landscape of healthcare, specialization is the new standard of distinction. General hospitals and imaging centers are

How AI-Based Diagnostics Improve Referral Relationships Between PCPs and Radiologists

The relationship between Primary Care Physicians (PCPs) and radiologists is one of the most critical axes in modern healthcare. It

The Rise of AI in Urology: What Private Practices Need to Know

The landscape of modern medicine is shifting beneath our feet. For decades, the practice of urology relied on a combination

How Imaging Centers Use AI to Differentiate and Capture New Market Share

In the highly competitive landscape of medical imaging, the difference between thriving and merely surviving often comes down to one

Ensuring Data Privacy in AI-Driven Diagnosis: HIPAA-Compliant Architecture Explained

The integration of artificial intelligence into healthcare is unlocking unprecedented advancements in diagnostic medicine. AI-driven platforms can analyze medical images

Using AI to Standardize MRI Interpretation Across Radiologists and Facilities

Magnetic Resonance Imaging (MRI) is one of the most powerful diagnostic tools in modern medicine. It provides incredibly detailed, non-invasive

How AI Supports Pathologists in Classifying Prostate Biopsy Samples

The pathology report is a cornerstone of modern medicine. When a patient undergoes a prostate biopsy, the tissue samples are

The Future of Precision Oncology: AI-Guided Prostate Cancer Management

Precision oncology represents a fundamental shift in how we approach cancer treatment. Instead of a one-size-fits-all strategy, it focuses on

Why AI Outperforms Traditional PI-RADS Interpretation in Many Studies

The diagnosis of prostate cancer has long relied on a combination of clinical examination, PSA blood tests, and imaging. A

How AI Integrates Biopsy Pathology Data to Improve MRI-Based Predictions

In the world of medical diagnostics, imaging and pathology have long been two distinct but complementary pillars. A radiologist interprets

The Science Behind Lesion Segmentation and 3D Reconstruction in ProstatID

Medical imaging has taken remarkable leaps, moving from grainy, two-dimensional images to detailed, multi-layered scans. In prostate cancer diagnostics, Magnetic

False Positives vs. False Negatives: How AI Reduces Both in Prostate MRI

In medical diagnostics, few outcomes are as emotionally charged or clinically significant as a false positive or a false negative.

Understanding AUROC, Sensitivity, Specificity & Accuracy in AI Medical Devices

Artificial intelligence is rapidly changing the landscape of medical diagnostics. AI-powered tools promise to deliver faster, more accurate, and more

How Deep Learning Models Are Trained to Detect Prostate Cancer on MRI

The intersection of artificial intelligence and medical imaging is transforming diagnostics, offering new levels of precision and efficiency. Nowhere is

What Patients Should Ask Their Provider About AI-Enhanced Prostate MRI

Hearing that you need a prostate MRI can bring up a lot of questions and concerns. When the term “AI-enhanced”

Why Some Patients Are Not Eligible for AI Interpretation: MRI Safety Basics

Artificial intelligence (AI) is revolutionizing prostate cancer diagnostics, offering a new level of precision in interpreting MRI scans. Powerful tools

How Early Detection with AI May Reduce Overtreatment and Side Effects

The approach to managing prostate cancer is undergoing a profound transformation. For decades, the guiding principle was simple: find cancer

The Benefits of Seeking a Second Opinion MRI with AI Interpretation

A potential cancer diagnosis is one of the most stressful experiences a person can face. The period of uncertainty between

Prostate Cancer Risk Scores Explained: What AI Is Actually Measuring

The world of medical diagnostics is rapidly changing, and artificial intelligence (AI) is at the forefront of this transformation. For

How AI Helps Reduce Anxiety by Improving Diagnosis Accuracy

The period between a medical test and its result can be one of the most stressful experiences in a person’s

Understanding AI-Generated 3D Prostate Models: A Patient’s Guide

For decades, medical imaging has been presented in flat, two-dimensional slices. Radiologists and surgeons have been trained to mentally reconstruct

What to Expect During a 15-Minute Non-Contrast Prostate MRI

The words “MRI scan” can often bring to mind a long, noisy, and sometimes claustrophobic experience. For men on a

Prostate Cancer Screening Options: PSA, Biopsy, MRI, and Now AI—What Patients Should Know

Navigating the world of prostate cancer screening can feel overwhelming. With a variety of tests, acronyms, and evolving technologies, it’s

MRI Capacity Optimization: Increasing Throughput with AI-Assisted Non-Contrast Protocols

In any medical imaging department, the MRI scanner is both a powerful diagnostic tool and a significant operational bottleneck. Patient

Billing & Reimbursement: Using 3D Reconstruction CPT Codes with ProstatID

The decision to adopt new medical technology often hinges on two critical factors: clinical efficacy and financial viability. While the

Implementing AI in Your MRI Department: IT Requirements and Go-Live Checklist

Adopting artificial intelligence in a clinical setting can feel like a monumental task, often perceived as a complex and disruptive

How AI Helps Imaging Centers Attract More Referrals from Urologists and PCPs

In the competitive landscape of medical imaging, attracting a steady stream of referrals is the lifeblood of any successful center.

Why PCPs Should Recommend AI-Enhanced MRI Before Urology Referral

The diagnostic pathway for prostate cancer has long been a source of clinical uncertainty. For primary care physicians (PCPs), an

How AI Reduces Radiologist Fatigue and Reading Variability in Prostate MRI

The modern radiology reading room is a paradox. It is a place of incredible technological sophistication, where high-definition monitors display

From Scan to Diagnosis in Under 5 Minutes: Inside ProstatID’s Real-Time Pipeline

In the traditional timeline of medical imaging, “waiting” is the operative word. Patients wait for appointments. They wait in the

The Zero-Workflow-Change Advantage: How ProstatID Integrates Seamlessly Into PACS

In the fast-evolving landscape of medical technology, “innovation” is a buzzword that gets thrown around daily. Vendors promise that their

Automating Prostate MRI Interpretation: What Radiologists Gain from AI Assistance

Radiology is at a tipping point. The demand for diagnostic imaging is skyrocketing, driven by an aging population and a

How Imaging Centers Save Time and Cost with 15–20 Minute Non-Contrast MRI + AI

In the high-stakes world of medical imaging, efficiency isn’t just a metric—it’s the lifeline of a successful practice. Imaging centers

Quantifying Lesion Risk: How AI Assigns Cancer Probability Scores in Real Time

In the high-stakes environment of cancer diagnosis, uncertainty is the enemy. A urologist looking at a prostate MRI isn’t just

The Role of AI in Identifying Invisible or Subtle Lesions in Prostate MRI

Medical imaging is often compared to photography, but in the case of prostate cancer, it is more like solving a

How AI Supports Clinically Significant Cancer Detection (csPCa) Earlier and More Reliably

Prostate cancer is a complex disease, but not all diagnoses carry the same weight. Some forms of the disease are

AI vs. Radiologists: What Recent Studies Reveal About Detection Performance

The narrative of “Man vs. Machine” has permeated almost every industry, from manufacturing to creative writing. In healthcare, and specifically

What NCCN Guidelines Don’t Yet Include: The Case for AI-Assisted bpMRI Screening

In the world of oncology, clinical guidelines are the bedrock of patient care. They provide physicians with evidence-based pathways for

Prostate Cancer Screening Without Contrast: The Benefits of AI-Enhanced MRI

The evolution of medical imaging is a story of constant refinement, driven by the pursuit of greater accuracy, improved patient

Reducing Unnecessary Biopsies: AI-Driven Risk Stratification Explained

One of the most pressing challenges in modern urology is the prevalence of unnecessary prostate biopsies. For decades, the standard

The Clinical Accuracy of ProstatID: How AI Beats Human Readers in Prostate MRI

The interpretation of prostate MRI is one of the most challenging tasks in modern radiology. It demands a high level

Why Traditional PSA Screening Falls Short—and How AI + MRI Fix the Gap

The prostate-specific antigen (PSA) test has long been the cornerstone of prostate cancer screening. For decades, it has served as

How AI Is Transforming Prostate Cancer Detection: What Urologists Need to Know

The landscape of prostate cancer diagnostics is undergoing a seismic shift, driven by the integration of artificial intelligence. For decades,

Building the Next Generation of Cancer Detection: The Future of Bot Image™ AI

A breakthrough in one area of medicine often serves as the blueprint for innovation in many others. With ProstatID™, we

Beyond Detection: How ProstatID™ Aids in Treatment Planning

In prostate cancer care, detection is only the first step. Many AI tools can flag a suspicious area on an

Why System-Agnostic AI Matters: Consistent Results Across Any MRI Platform

Many imaging centers hesitate to adopt artificial intelligence, and for good reason. The fear of vendor lock-in, complex integrations, and

The Economic Impact of Early Detection: Saving Billions with ProstatID™

The “wait and see” approach to medicine carries a hidden but staggering financial weight, particularly in oncology. For prostate cancer,

AI Support for Radiologists: Reducing Variability and Improving Confidence

When experience varies, outcomes do too. This is a fundamental challenge in diagnostic medicine, and nowhere is it more apparent

Case Studies That Changed Minds: Real-World Results with ProstatID™

Data is one thing—clinical impact is another. In medical imaging, performance metrics and accuracy statistics are essential, but they only

The Numbers Behind the FDA Clearance: Understanding ProstatID’s 93.6% AUROC

Every artificial intelligence company claims to offer “high accuracy.” It has become a baseline marketing promise in a crowded field.

From Image to Insight: How ProstatID™ Fits Seamlessly Into Your Workflow

Adopting artificial intelligence in radiology should be straightforward, yet many systems introduce frustrating complexity. New workstations, manual uploads, and complicated

Why Non-Contrast MRI Is the Future of Prostate Cancer Screening

For years, contrast-enhanced MRI has been a cornerstone of prostate cancer diagnostics. While powerful, this approach is not without its

How AI is Revolutionizing Prostate Cancer Detection and Diagnosis

Most prostate cancers are either detected too late or over-diagnosed too early. For decades, the diagnostic pathway has been a

Emerging Techniques in AI-Based Prostate MRI Classification: Federated, Weakly Supervised, and Self-Supervised Learning

AI for prostate MRI classification has evolved rapidly, but data privacy, limited annotations, and domain variability still slow its translation

Explainability, Trust, and Transparency in AI-Based Prostate MRI Classification

As artificial intelligence becomes central to prostate MRI interpretation, one fundamental question remains: can clinicians truly trust what they don’t

Domain Shift in Prostate MRI AI: Differences in Equipment, Protocols, and Vendors

Artificial intelligence in prostate MRI is only as strong as the data it learns from. An AI model can learn

Challenges in Prostate MRI AI: Small Lesions, Low contrast, Motion, and Heterogeneity

Despite major advances in artificial intelligence for prostate MRI, several real-world challenges remain. From subtle, low-contrast lesions and patient motion

Regulatory, Safety, and Interpretability Considerations in AI MRI Tools

As artificial intelligence continues to transform prostate MRI analysis, its success in everyday clinical practice hinges on more than just

Integrating AI Classification Outputs into PACS and Reporting Systems

AI-based prostate MRI lesion classification delivers tremendous diagnostic power, but its true impact depends on seamless integration into clinical workflows

Radiologist vs AI Performance in Prostate Lesion Classification

The field of medical imaging is in a constant state of evolution, and nowhere is this more apparent than in

How MRI Lesion Classification Impacts Patient Management and Decision Making

MRI-based prostate cancer lesion classification has moved beyond simple image interpretation. Today, it directly influences how physicians make critical diagnostic

Clinical Trials and Prospective Validation of MRI-Based Prostate Cancer Classification

Artificial intelligence in prostate MRI has made enormous strides. Research has shown that AI can identify, segment, and classify suspicious

Benchmarking Published MRI Lesion Classification Models in Prostate Cancer AI

Comparing artificial intelligence (AI) models across different studies is essential to understanding progress in prostate MRI lesion classification. Despite an

Cross-Validation, External Validation, and Generalizability in Prostate MRI AI

Developing artificial intelligence for prostate MRI isn’t just about training a model that performs well on paper. An algorithm can

Performance Metrics in Prostate MRI AI: Sensitivity, Specificity, AUC, and Evaluation Levels

When evaluating artificial intelligence for prostate MRI analysis, it’s tempting to ask for a single, simple “accuracy” score. However, in

Transfer Learning, Domain Adaptation, and Data Augmentation in Prostate MRI AI

Artificial intelligence (AI) in prostate MRI is transforming how we detect and diagnose cancer. However, one of the biggest challenges

Hybrid and Multi-Modal Fusion Models for Prostate Cancer

Combining MRI-derived radiomic features with clinical data like PSA levels, biopsy results, and patient demographics is advancing prostate cancer lesion

Deep Learning for Prostate Cancer Lesion Detection

Deep learning has transformed prostate MRI analysis by automating lesion detection, segmentation, and classification. These AI models, built on Convolutional

Classical Machine Learning Models for Lesion Classification in Prostate MRI (SVM, Random Forest, XGBoost)

While deep learning architectures like neural networks dominate today’s AI headlines, classical machine learning (ML) algorithms remain highly relevant and

Reproducibility, Repeatability, and Harmonization of Radiomic Features Across Scanners

For radiomics to become a truly useful tool in clinical practice, its features must be consistent and comparable across different

Deep Features vs. Handcrafted Features in MRI Lesion Classification

In medical imaging, particularly for prostate MRI, how we teach a computer to “see” is everything. The goal is to

Feature Selection Methods in Prostate MRI Radiomics

Radiomics is a powerful field that converts medical images, like a prostate MRI, into a vast amount of quantitative data.

Radiomic Features (Shape, Texture, Intensity) for Prostate Lesion Classification

Radiomics is the process of converting medical images, such as MRIs, into a vast amount of high-dimensional, quantitative data. This

MRI Artifact Issues and Correction Methods in Prostate Imaging

Prostate MRI is a powerful diagnostic tool, offering a detailed view inside the body to help physicians find and assess

Multi-Parametric MRI (mpMRI) for Prostate Cancer: Combining T2, DWI, and DCE

Multi-parametric MRI (mpMRI) has become a cornerstone in the modern diagnosis and management of prostate cancer. By combining anatomical and

Dynamic Contrast-Enhanced (DCE) MRI in Prostate Cancer: Contrast Kinetics and Lesion Assessment

Dynamic Contrast-Enhanced MRI (DCE-MRI) is a powerful imaging sequence that adds a functional dimension to prostate cancer diagnosis. While T2-weighted

Diffusion-Weighted Imaging (DWI) and Apparent Diffusion Coefficient (ADC) in Prostate Cancer Lesion Classification

Magnetic Resonance Imaging (MRI) has transformed our ability to see inside the human body without invasive procedures. For prostate cancer,

MRI-Based Prostate Cancer Lesion Classification: A Comprehensive Guide

Prostate cancer is one of the most common cancers affecting men, but early detection dramatically improves outcomes. For decades, clinicians

young man sitting worried in a chair

AI and Prostate Cancer – A Supportive Tool for Doctors, Not a Replacement

Can Young Men Get Prostate Cancer? Understanding the Facts Prostate cancer is often seen as a disease of older men,

female doctor smiling off white background

AI and Prostate Cancer – A Supportive Tool for Doctors, Not a Replacement

Prostate cancer diagnosis is getting smarter, faster, and more precise. That’s the promise of AI and prostate cancer research coming

How Deep Learning in AI Is Reshaping Cancer Research Beyond Prostate Imaging

Expanding the Role of Deep Learning in Cancer Detection Deep learning, a powerful subset of artificial intelligence (AI), has fundamentally

How Machine Learning is Powering Modern AI Cancer Research at Bot Image

Advancements in artificial intelligence (AI) are revolutionizing the field of cancer research, and Bot Image stands at the forefront of

The Future of Prostate Cancer Diagnosis with AI-Powered MRI

Prostate cancer is one of the most common forms of cancer in men, and early detection is critical to improving

Cracking the Code of Prostate Cancer Staging and Aggressiveness

Understanding how doctors determine the stage and aggressiveness of prostate cancer is crucial for patients and their loved ones. This

Understanding Prostate Cancer Risk Factors to Protect Your Health

Introduction Prostate cancer is a significant health concern for many men worldwide. It is the second most common cancer among

When Should Men Start Screening for Prostate Cancer? Insights for Every Risk Level

Prostate cancer is one of the most common cancers affecting men worldwide. Early detection plays a crucial role in managing

Screening Tests for Prostate Cancer What You Need to Know

Introduction Prostate cancer is a significant health concern for men worldwide. Early detection is crucial for successful treatment and better

Navigating Prostate Cancer Screening To Protect Your Health

Prostate cancer is one of the most common cancers among men worldwide, making early detection vital for effective treatment. Understanding

Decode the Subtle Signs of Prostate Cancer

Unveiling the Silent Threat Prostate cancer is a topic that many shy away from, yet understanding its early warning signs

When Should Men Get Screened for Prostate Cancer? A Comprehensive Guide

Prostate cancer is one of the most common cancers affecting men worldwide. However, despite its prevalence, there is still considerable

Are Prostate Cancer Screening Tests Accurate? The Truth You Need to Know

Introduction Prostate cancer is a significant concern for men, especially as they age. Early detection is crucial for effective treatment

An Overview of Prostate Cancer Detection Standard of Care and The Role of MRI for Early Detection of Prostate Cancer

Randall W. Jones, D.Eng. (PhD, MBA) EARLY DETECTION through Screening Population-Based Screening Studies Screening for Prostate Cancer (PCa) continues to

The Use Of Prostatid In Cancer Detection, Diagnosis And Screening

Overview: ProstatIDTM is North America’s first FDA-Cleared Prostate Cancer SCREENING, Detection and Diagnostic AI software. With 94% AUROC (Area under

ConcertAI’s TeraRecon and Bot Image, Inc. Partnership 

 TeraRecon, on March 18, 2023 CAMBRIDGE, Mass., Mar. 18,2023  /PRNewswire/ — The Eureka Clinical AI platform, from ConcertAI’s TeraRecon, now

Omaha-Based MRI Medical Device Company, Bot Image, Receives FDA Clearance for AI

FOR IMMEDIATE RELEASE Bot Image, an Omaha-based MRI medical device company has developed an AI-driven medical device CAD software to…

Just released by Dr. Randall W Jones

Just released, The Healthcare Disruptor, by Dr. Randall W Jones. Dr. Jones writes about his journey from rural cowboy to medical device expert and CEO challenging the healthcare system with his inventions…

Bot Image Makes the List: 10 Most Advanced Medical Imaging Solution Providers 2022

Bot Image Inc: Facilitating Early Detection through Disruptive Technology In undetermined and unsettled times, one must be open to…

A Trailblazing Entrepreneur, Bringing Highly Accurate MRI Interpretation Software to Physicians

DR. RANDALL W. JONES FOUNDER & CEO OF BOT IMAGE, INC From joining the military at a young age to excelling at civilian jobs to…

Prostate Cancer Treatment can be safely delayed and inexpensively and accurately monitored thanks to AI

Bot Image, Inc., a Nebraska and Maine based Artificial Intelligence medical device company, has received FDA-clearance on its ProstatIDTM AI

ProstatID kick-starts your Prostate MRI program

ProstatID, THE AI software FDA-cleared for not only detection and diagnosis of PCa, but also for screening using bpMRI.   Yes,

New Studies Demonstrate that Bot Image’s Prostate Cancer AI Software Outperforms the Field

Bot Image, Inc., a Nebraska and Maine based Artificial Intelligence medical device company (www.botimageai.com), raised the performance bar with its

Bot Image highlights performance of ProstatID in study

AI medical device company Bot Image is highlighting the performance of its ProstatID in a study evaluating its ability to detect, diagnose, and screen for prostate cancer.

Dr. Randall Jones participates in GE’s Innovation Theater at RSNA Dec 2022

Dr. Randall Jones, CEO of BotImage and two other AI companies chosen to participate with GE HealthCare presenting during GE’s Innovation

RSNA 2022 – Accelerating digitally enabled care…

Dr. Randall Jones is one of the speakers this year. Come visit the GE Healthcare Booth #7324 on Nov. 30th at 1:35pm CT.

Saving Lives, Improving Prostate Cancer Detection with Artificial Intelligence

A prostate cancer diagnosis can be devastating news for the one in seven men who develop the disease in their lifetimes. Annually, 30,000…

10 Questions With Our Founder

We recently sat down with our founder to ask 10 questions about the company, the industry, and what are the options men have when facing…

A Conversation With Our CEO Dr. Randall Jones, PhD, MBA

We recently sat down with our CEO in his library to discuss the mission, vision, and values of Bot Image. We discussed ProstatID and the…

Successful Beta Test

We’re proud to announce that in partnership with our beta testing site, we processed our first test case using the cloud-based architecture on 6/18/2020.

ProstatID Passes FDA 510(k) Administrative Review

The Bot Image team has been hard at work trying to obtain FDA clearance. We’re excited to announce that we have passed the first major milestone on July 21, 2020.

Bot Image On Trial Site News

Trial Site News features the latest coverage of clinical research. Read the article here: