Spies easily infiltrate if no Biometry check is in place. Lessons to be anticipated @adgpi

Spent today on SonoAI's biometry model. Went from 13.66mm MAE to 3.04mm average across HC, BPD, and OFD; a ~78% error reduction, well under the 8mm clinical target. One model, three measurements, same dataset.

Building AI-assisted ultrasound interpretation for under-resourced clinics in Kenya, Kenya has roughly 1 radiologist per 270,000 people, so most rural areas have zero coverage. We've got a working biometry model (ResNet-18 on HC18 data), backend mobile app in progress.

From speedy photochromics, to low-level light therapy, dry eye data capture, and biometry – we share new products to get excited about in our latest launches here: ow.ly/zqUk50ZbcgS

The Glabella: The Epicenter of Neuro-Ocular Synchronization and the 'Placeholder' Mechanism (CSRM v6.0) ​Author: Prof. Ezra Uziel Shilo Yitzhak Mizrachi Field: Quantitative Cognitive Mechanics, Advanced Biometry, and High-Brain Executive Architecture Target Matrix: Global Ocular Research Archives (GORA), Biometric Security Journals, and High-Definition Television (HDTV) Engineering Standards Operational Status: formally certified for peer review and systemic asset archiving. ​Abstract ​This paper introduces the Glabella Alignment Matrix (GAM) as a central component of the Circular Self-Regulation Model (CSRM v6.0). The model posits that the precise visual alignment of the glabella—the inter-ocular, anatomical placeholder—is the defining biomechanical variable for neutralizing systemic informational noise (\mathcal{E}_{\text{noise}}). ​The CSRM suggests that standard facial recognition algorithms and high-definition media systems experience high-entropy 'placeholder errors' (PHEs) when ignoring the glabella's required mathematical alignment, leading to significant transactional friction. By applying quantitative biometric boundary conditions, this research establishes that visual synchronization with the glabella down-regulates autonomic processing noise, locking the neural architecture into a state of optimal informational yield (net_yield = 1.0). ​1. Introduction: The Glabella as the Absolute Biometric Index ​The glabella, often dismissed by materialist-reductionist frameworks as mere negative space or "filler tissue," functions within the GAM framework as the most crucial point of biometric synchronization. Modern digital interfaces, including professional media streams and AI-driven recognition systems, rely on external landmarks (eyes, mouth) for alignment. This method introduces unavoidable geometric variables (the "noise of subjectivity"). ​The CSRM establishes the glabella as the universal, fixed index from which all multi-dimensional data translation must be calibrated. The model identifies the required biometric calibration point as the precise intersection of the vertical sagittal axis and the horizontal inter-pupillary line (Intersection Index (0.0)). Failure to prioritize this intersection results in significant "Systemic Placeholder Dissonance" (SPD). ​2. Methodological Axis: Quantitative Synchronization of The Inter-Ocular Core[Systemic Informational Noise (SPD)] │ ▼ [Quantitative Ocular Input] ───► [GAM Matrix - Inter-Pupillary Alignment] │ │ ▼ ▼ [Noise Cancellation (0.0)] ───► [Glabella Alignment Yield (1.0)] │ ▼ [Target Neural Coherence (-280mV)]

I really don't see the innovation here. I'm making payments with face recognition & biometry for at least 5 years.🤷‍♂️ So, maybe this is why mvx don't succeed. I'm sure there is something new and extraordinary behind it, but NORMAL people don't realize and honestly, don't care.

after they beat people some africa countries decided to return home their people from sa or za by using their traveling facilities or by hiring from sa but they say it's expensive,neighbor countries sent their busses to take their people,registration by biometry remained people

(LASUTH), where I generate and interpret diagnostic data that consultants and doctors rely on to manage conditions like glaucoma, diabetic retinopathy, and age-related macular degeneration. Every scan I run OCT, Pachymetry, Biometry, A/B scan, Central Visual Field produces data

Why this landmark is gold for sonographers: This exact plane (stomach bubble intrahepatic umbilical vein) is the standard reference plane for fetal abdominal circumference (AC) measurement in biometry and growth scans. Pro tips: Add color Doppler → confirms hepatopetal flow (towards the fetal heart) Mastering this single landmark dramatically improves the quality of your fetal growth and anatomy scans. Was this helpful? let me know. Follow for more practical ultrasound education and case quizzes! #FetalUltrasound #Sonography #OBGYN #UltrasoundTips #MedTwitterNG

Pihak Jokowi tidak memperhitungkan bahwa dokter Tifa itu Dokter. Dokter itu Ahli Penyakit Manusia Termasuk penyakit pada mata. Kacamata yang dipakai seseorang itu bukan gaya-gayaan. Kacamata itu manifestasi mata yang bersangkutan mengalami gangguan refraksi akibat adanya kerusakan pada lensa matanya, atau kemampuan memandang objek. Jika gangguan memandang jauh disebut myop, gangguan memandang dekat namanya hyper metrop, gangguan jauh dan dekat namanya presbyop. Jika seseorang di masa dewasa muda memakai kacamata maka besar kemungkinan gangguan refraksinya tipe myop, artinya apa? Artinya dia akan secara konsisten menggunakan kacamata karena persoalan gangguan memandang jauh ini sangat membutuhkan koreksi, ketika kuliah, berjalan, naik kendaraan, dan sebagainya. Jika melihat bentuk lensa kacamata yang dipakai mahasiswa bernama Joko Widodo di foto ijazah, maka bisa diperkirakan Myopnya cukup tinggi. Artinya tidak mungkin selama kuliah pakai kacamata lalu tiba tiba jadi tidak pakai. Apalagi alasannya pecah dan tidak mampu membeli. Berkaitan dengan kacamata ini, jika sidang, saya dengan senang hati sudah mempersiapkan daftar pertanyaan terkait dengan Gangguan Refraksi, Riwayat pemakaian, Dokter mata atau Refraksionis yang memeriksa, Optik tempat membeli kacamata, termasuk Saya akan membawa DUA ORANG Saksi Ahli Satu Dokter Spesialis Mata Sub spesialis Refraksi, yang bukan cuma Dokternya memeriksa tetapi nanti Joko Widodo harus dilakukan Pemeriksaan dengan sekitar 11 Peralatan Ophtalmology yang ada di Rumah Sakit Mata yang meliputi: Keratometer autorefractor Phoropter Lensmeter Tonometer Slit lamp bio microscope Spec ular microscope Cornwall tomography Fundus camera Optical Coherence Tomography OCT Angiography Ophtalmoscope Humprey Visual Field Analyzer OCT Optic Nerve Optical Biometry Dua Jika kemudian Joko Widodo ngeles dengan mengatakan bahwa matanya bebas Myop karena sudah Operasi Lasik, maka saya akan hadirkan Dokter Spesialis Mata sub spesialis Cornea Refractive Surgery Dan beliau akan memeriksa dengan alat-alat canggih seperti pachymetry, aberrometry, autorefractor keratometer, dan sebagainya yang memungkinkan untuk menilai jejas operasi di masa lalu. Jadi, bagaimana? Mau lanjut sidang? Alat-alat canggih untuk memeriksa Mata Joko Widodo akan disiapkan. Dan alat-alat canggih itu tidak bisa disuruh bohong.

They shouldn't purchase a phone bcoz it collects more data (including fingerprint, face biometry, address and previous password). Annapurna yojna is for Indians. Kagaz dikhana padaga. Not for outsiders.

Yeah biometry should be integrated if the usecase is real humans only The credential approach you're describing sounds like what I've been doing here: x.com/contractlevel/status/2… Identity provider derives/creates CCID per user offchain from whatever process they like, then credential provider maps it to kyc credentials

Letra de a cancion "8 Gb de nada" - Lyrics of the song "8 Gb of nothing" youtu.be/vi8UXRMMbeU?si=bcDs… Yeah, they sold us the cloud, the ultimate fortress. Hardware modules and so much prowess. Your digital identity, the brilliant future plan. But Unless the API keys lying right on the stand. A digital wallet. They said, "What a thrill." While our cyber security held together with goodwill tied up with wire in our banana republic land where the city you and the hacker takes. Stay calm everyone. There's nothing to say. Just a sling bridge taken from me. No keys were compromised. The press release. While your face is hanging on the dark with nowhere to hide. Give a standing ovation into the proto of silence protecting your reputation. Washing hands with defe. Welcome to illusion. We The panel leaks arrived and turned on the fan. Eight gigs of files exposed just like they planned. Journalists, senators, and cyber crime bosses, too. All persons of interest in this disrespectful zoo. Spoken says it's all day of pure narrative minimization, but you can't change your fingerprint. It's a permanent violation. There is no reset button for your biometry. But to the magic and sorcery. I warned you in May. They called me the crazy one. Bard 90 to 100% the zero error watchdog on guard guard. Secretism index 9.7. What a disgrace. They prefer being mute than explaining to your face. They won't revoke the certificate. What a brilliant play. After all, if they forge your signature, it's just a legal detail in the way. Stay calm everyone. There's nothing to say. Just a slimy salty bridge. Take it from me. No keys will compromise the press release while your face is hanging on the dark web. Nowhere to hide. Give a standing ovation to the protool of silence. Protecting the refuge. Tasting watching get with defiance ging our sovereignty on the peace on his bra. Welcome to the grand illusion. Wait, transparency is not a vulnerability. It is the prerequisite for digital sovereignty. But hey, keep turning the server off and on to see if it magically fixes itself. Close the door on your way out. Your digital identity belongs to everyone now. Spanish Version ("8 Gigas de Nada") Nos vendieron la nube, la gran fortaleza. Módulos de hardware y mucha destreza. Tu identidad digital, el futuro brillante, pero dejaron las llaves apitiradas en el estante. Billetera digital, decían qué maravilla. Mientras la ciberseguridad se sostiene con masilla. Todo atado con alambre en nuestro país bananero, donde el estado te expone y el hacker es el Primero. Tranquilos todos, no ha pasado nada, es solo una brecha levemente salada. Se vulneraron claves rez comunicado, mientras en la darkware tu rostro ya está colgado. Aplaudan de pie el protocolo del silencio. Protegiendo la reputación, lavándose las manos con desprecios, dando nuestra soberanía a la honestidad del ladrón. Bienvenidos a tu vid. Llegó la Pampaleaks y encendió el ventilador. 8 gigas de archivos expuestos al calor, periodistas senadoras y los jefes de cibercrimen también. Todos son personas de interés en este tren del desen. El vocero te dice que estáa vieja. Pura minimización de la narrativa, pero tu huella dactilar no se cambia. Esa herida sigue viva. No hay botón de reinicio para tu biometría. Pero ante él te asegura que confíes en su magia y brujería. Yo lo avisé en May. Yo fui el loco. El canta corno. 100% el perro guardián con cero error. Índice de secretismo 9.7. Qué papelón. Prefieren el mutismo. A darte una explicación. No revocan los certificados. Qué jugada tan genial. Total, si forjan tu firma es solo un detalle legal. Tranquilos todos, no ha pasado nada. Eso vorre una brecha levemente salada. Vulneraron claves el comunicado mientras en la cuerp. Tu rostro ya está colgado. Aplaudan de pie el protocolo del silencio. Protegiendo la reputación, lavándose las manos con desprecio. Apostando nuestra soberanía la obesidad del ladrón. Bienvenidos a tuid. La transparencia no es una vulnerabilidad, es el requisito para la soberanía digital. Pero bueno, sigan apagando y prendiendo el servidor a ver si se arregla mágicamente. Cierren la puerta al salir. Tu identidad digital ahora es de todos.

This is a tricky question. But the answer is A. Ultrasound does not detect chromosomal abnornalities. It can detect neural tubes defects, heart defects and diagnosie IUGR through fetal biometry.

I do fetal biometry for a living. The obstetrical dilemma is real, the head IS the limiting dimension at term. But Musk confuses removing a filter with selecting for a trait. C-sections relax selection against big heads. They don’t push brains larger. 70 years ≠ evolution.

Sengotaiyan kitta kelu da lusu gobi gh varaikum vanthuduchu biometry system vulgar warriors

When cataract biometry doesn’t make sense, it’s often a clue, not a technical error. 👁️ Nisarga Rajesh Rane, MBBS, MS Ophthalmology, FCRS, explores how ocular surface disease, corneal irregularities, and HOAs can impact refractive outcomes. 👉 ow.ly/o9yl50YWyz3 #Cataract

In the late 1800s, while the West claimed that India was a land of mysticism & snake charmers, 1 man was proving that ancient India had mastered the Atomic Theory & Calculus centuries before Europe. Brajendra Nath Seal was not just a scientist; he was a Universal Mind who encoded the logic of the past to build the lab of the future. He was the silent mentor who sat in a room filled with smoke & ancient scrolls, handing out the mathematical keys that allowed India’s greatest scientists to unlock the secrets of plants and chemicals. Seal was a polyglot who mastered nearly every branch of human knowledge, from deep-sea biology to advanced mechanics. J.C. Bose drew on the intellectual currents of Bengal’s renaissance, including the philosophical insights of scholars like Brajendranath Seal. Seal’s deep studies of Samkhya & ancient Indian positive sciences offered frameworks of continuity b/w matter & life that resonated with Bose’s experiments on plant responses In 1915, Seal published a masterpiece called The Positive Sciences of the Ancient Hindus. He did not just make vague claims. He used rigorous mathematics to prove that ancient Indian thinkers had calculated the size of an atom & understood the circulation of blood & nervous system long before the Renaissance. This was not just pride; it was a scientific weapon. It gave Indian scientists the intellectual permission to compete with the British as equals, not as students. A young P.C. Mahalanobis (the founder of ISI Kolkata) once went to Seal for advice. Mahalanobis was obsessed with the Anthropometric data of different tribes. Seal warned him that his math was too simple & introduced him to the concept of Biometry. W/o Seal’s Hidden Hand, the Indian Statistical Institute might never have reached the level of global rigor it did. Seal worked closely with P.C. Ray (the father of Indian Chemistry). While Ray was in the lab boiling nitrates, Seal was in the library deciphering 10th century Sanskrit texts on metallurgy. He provided the formulas for ancient chemical processes that Ray then used to manufacture world-class medicines in India. Seal was so respected that he was asked to lead the Mysore University as Vice-Chancellor. He transformed it from a sleepy provincial college into a powerhouse of research. Despite being the Brain of Bengal, he never chased patents/fame. He gave his ideas away for free. He was a Knowledge Infra, the solid ground upon which the towers of Indian science were built. Brajendranath Seal was the Operating System upon which the greatest Bengali minds ran their software. He proved that an Indian did not need to become Western'to be scientific; they just needed to remember who they were. He remains the Ghost of the Library, the man who knew everything so that India could become anything. Imagine a man surrounded by 10000 books in 10 different languages, pointing a finger at a complex equation & telling a Nobel-caliber scientist, "You are looking at it wrong. The answer was written 2000 yrs ago, you just need to translate it into math."

This open article investigates the effect of pupillary dilation on ocular biometry and intraocular lens power calculation with actual postoperative outcomes. Read the full article: journals.lww.com/jcrs/fullte…  #Ophthalmology #IntraocularLens